diff --git a/README.md b/README.md
index 44ac8ff..a7f46a7 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
-This curated list contains 270 awesome open-source projects with a total of 930K 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 940K 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!
---
@@ -77,30 +77,30 @@ This curated list contains 270 awesome open-source projects with a total of 930K
-ruff (π₯42 Β· β 25K) - An extremely fast Python linter and code formatter, written in Rust. MIT
+ruff (π₯42 Β· β 26K) - An extremely fast Python linter and code formatter, written in Rust. MIT
-- [GitHub](https://github.com/astral-sh/ruff) (π¨βπ» 390 Β· π 800 Β· π₯ 270K Β· π¦ 38K Β· π 4.1K - 17% open Β· β±οΈ 21.03.2024):
+- [GitHub](https://github.com/astral-sh/ruff) (π¨βπ» 390 Β· π 820 Β· π₯ 280K Β· π¦ 38K Β· π 4.1K - 17% open Β· β±οΈ 28.03.2024):
```
git clone https://github.com/charliermarsh/ruff
```
-- [PyPi](https://pypi.org/project/ruff) (π₯ 15M / month):
+- [PyPi](https://pypi.org/project/ruff) (π₯ 15M / month Β· π¦ 2.6K Β· β±οΈ 21.03.2024):
```
pip install ruff
```
-- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 570K Β· β±οΈ 16.03.2024):
+- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 590K Β· β±οΈ 21.03.2024):
```
conda install -c conda-forge ruff
```
pylint (π₯42 Β· β 5.1K) - Its not just a linter that annoys you!. βοΈGPL-2.0
-- [GitHub](https://github.com/pylint-dev/pylint) (π¨βπ» 560 Β· π 1.1K Β· π¦ 410K Β· π 5.4K - 16% open Β· β±οΈ 18.03.2024):
+- [GitHub](https://github.com/pylint-dev/pylint) (π¨βπ» 560 Β· π 1K Β· π¦ 410K Β· π 5.4K - 16% open Β· β±οΈ 25.03.2024):
```
git clone https://github.com/PyCQA/pylint
```
-- [PyPi](https://pypi.org/project/pylint) (π₯ 22M / month Β· π¦ 24K Β· β±οΈ 25.02.2024):
+- [PyPi](https://pypi.org/project/pylint) (π₯ 23M / month):
```
pip install pylint
```
@@ -109,26 +109,46 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pylint
```
wemake-python-styleguide (π₯35 Β· β 2.4K) - The strictest and most opinionated python linter ever!. MIT
+flake8 (π₯42 Β· β 3.2K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 180 Β· π 380 Β· π¦ 16K Β· π 1.1K - 10% open Β· β±οΈ 21.03.2024):
+- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 180 Β· π 300 Β· π¦ 540K Β· π 1.6K - 1% open Β· β±οΈ 19.03.2024):
```
- git clone https://github.com/wemake-services/wemake-python-styleguide
+ git clone https://github.com/PyCQA/flake8
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 190K / month):
+- [PyPi](https://pypi.org/project/flake8) (π₯ 31M / month Β· π¦ 47K Β· β±οΈ 05.01.2024):
```
- pip install wemake-python-styleguide
+ pip install flake8
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 7.1M Β· β±οΈ 05.01.2024):
+ ```
+ conda install -c conda-forge flake8
+ ```
+pycodestyle (π₯37 Β· β 5K Β· π) - Simple Python style checker in one Python file. MIT
+
+- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 140 Β· π 800 Β· π¦ 20 Β· π 750 - 14% open Β· β±οΈ 27.03.2024):
+
+ ```
+ git clone https://github.com/PyCQA/pycodestyle
+ ```
+- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 43M / month Β· π¦ 12K Β· β±οΈ 12.10.2023):
+ ```
+ pip install pycodestyle
+ ```
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 7.4M Β· β±οΈ 13.10.2023):
+ ```
+ conda install -c conda-forge pycodestyle
```
pyflakes (π₯35 Β· β 1.3K) - A simple program which checks Python source files for errors. MIT
+pyflakes (π₯37 Β· β 1.3K) - A simple program which checks Python source files for errors. MIT
-- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 86 Β· π 170 Β· π¦ 270K Β· π 510 - 7% open Β· β±οΈ 07.03.2024):
+- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 86 Β· π 180 Β· π¦ 270K Β· π 520 - 10% open Β· β±οΈ 07.03.2024):
```
git clone https://github.com/PyCQA/pyflakes
```
-- [PyPi](https://pypi.org/project/pyflakes) (π₯ 33M / month):
+- [PyPi](https://pypi.org/project/pyflakes) (π₯ 33M / month Β· π¦ 14K Β· β±οΈ 05.01.2024):
```
pip install pyflakes
```
@@ -137,126 +157,122 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pyflakes
```
pydocstyle (π₯32 Β· β 1.1K) - docstring style checker. MIT
+wemake-python-styleguide (π₯36 Β· β 2.4K) - The strictest and most opinionated python linter ever!. MIT
-- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 92 Β· π 180 Β· π₯ 69 Β· π¦ 63K Β· π 340 - 33% open Β· β±οΈ 03.11.2023):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 180 Β· π 380 Β· π¦ 16K Β· π 1.1K - 10% open Β· β±οΈ 27.03.2024):
```
- git clone https://github.com/PyCQA/pydocstyle
- ```
-- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 6.4M / month):
- ```
- pip install pydocstyle
+ git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 1.8M Β· β±οΈ 16.06.2023):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 200K / month Β· π¦ 53 Β· β±οΈ 26.03.2024):
```
- conda install -c conda-forge pydocstyle
+ pip install wemake-python-styleguide
```
flake8-bugbear (π₯32 Β· β 1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
+parso (π₯34 Β· β 580 Β· π€) - A Python Parser. MIT
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 84 Β· π 100 Β· π¦ 37K Β· π 220 - 25% open Β· β±οΈ 18.03.2024):
+- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 46 Β· π 99 Β· π¦ 410K Β· π 120 - 9% open Β· β±οΈ 18.06.2023):
```
- git clone https://github.com/PyCQA/flake8-bugbear
+ git clone https://github.com/davidhalter/parso
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 3.2M / month):
+- [PyPi](https://pypi.org/project/parso) (π₯ 38M / month Β· π¦ 6.1K Β· β±οΈ 30.11.2021):
```
- pip install flake8-bugbear
+ pip install parso
```
-- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 770K Β· β±οΈ 07.02.2024):
+- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 18M Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge flake8-bugbear
+ conda install -c conda-forge parso
```
pycodestyle (π₯30 Β· β 5K Β· π) - Simple Python style checker in one Python file. βUnlicensed
+beartype (π₯32 Β· β 2.4K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
-- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 140 Β· π 700 Β· π¦ 20 Β· π 730 - 12% open Β· β±οΈ 17.03.2024):
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 21 Β· π 46 Β· π 270 - 19% open Β· β±οΈ 28.03.2024):
```
- git clone https://github.com/PyCQA/pycodestyle
+ git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 42M / month):
+- [PyPi](https://pypi.org/project/beartype) (π₯ 2.2M / month Β· π¦ 210 Β· β±οΈ 14.02.2024):
```
- pip install pycodestyle
+ pip install beartype
```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 7.4M Β· β±οΈ 13.10.2023):
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 87K Β· β±οΈ 14.02.2024):
```
- conda install -c conda-forge pycodestyle
+ conda install -c conda-forge beartype
```
pylint-django (π₯29 Β· β 580) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0 
+pydocstyle (π₯32 Β· β 1.1K) - docstring style checker. MIT
-- [GitHub](https://github.com/pylint-dev/pylint-django) (π¨βπ» 71 Β· π 120 Β· π₯ 280 Β· π¦ 29K Β· π 230 - 25% open Β· β±οΈ 26.02.2024):
+- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 92 Β· π 190 Β· π₯ 70 Β· π¦ 64K Β· π 350 - 34% open Β· β±οΈ 03.11.2023):
```
- git clone https://github.com/PyCQA/pylint-django
+ git clone https://github.com/PyCQA/pydocstyle
```
-- [PyPi](https://pypi.org/project/pylint-django) (π₯ 1.3M / month):
+- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 6.7M / month Β· π¦ 2.9K Β· β±οΈ 17.01.2023):
```
- pip install pylint-django
+ pip install pydocstyle
```
-- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 180K Β· β±οΈ 09.01.2024):
+- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 1.8M Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge pylint-django
+ conda install -c conda-forge pydocstyle
```
beartype (π₯28 Β· β 2.4K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
+flake8-bugbear (π₯32 Β· β 1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 21 Β· π 46 Β· π 260 - 19% open Β· β±οΈ 21.03.2024):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 84 Β· π 100 Β· π¦ 37K Β· π 220 - 26% open Β· β±οΈ 18.03.2024):
```
- git clone https://github.com/beartype/beartype
+ git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 2.2M / month):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 3.2M / month Β· π¦ 550 Β· β±οΈ 07.02.2024):
```
- pip install beartype
+ pip install flake8-bugbear
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 86K Β· β±οΈ 14.02.2024):
+- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 770K Β· β±οΈ 07.02.2024):
```
- conda install -c conda-forge beartype
+ conda install -c conda-forge flake8-bugbear
```
flake8-comprehensions (π₯28 Β· β 460) - A flake8 plugin to help you write better.. MIT
+pylint-django (π₯29 Β· β 580) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0
-- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 15 Β· π 23 Β· π¦ 26K Β· π 57 - 10% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/pylint-dev/pylint-django) (π¨βπ» 71 Β· π 120 Β· π₯ 280 Β· π¦ 29K Β· π 230 - 26% open Β· β±οΈ 26.02.2024):
```
- git clone https://github.com/adamchainz/flake8-comprehensions
+ git clone https://github.com/PyCQA/pylint-django
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 1.3M / month):
+- [PyPi](https://pypi.org/project/pylint-django) (π₯ 1.3M / month Β· π¦ 1.2K Β· β±οΈ 23.10.2023):
```
- pip install flake8-comprehensions
+ pip install pylint-django
```
-- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 770K Β· β±οΈ 17.07.2023):
+- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 180K Β· β±οΈ 09.01.2024):
```
- conda install -c conda-forge flake8-comprehensions
+ conda install -c conda-forge pylint-django
```
flake8-eradicate (π₯28 Β· β 300) - Flake8 plugin to find commented out or dead code. MIT
+flake8-comprehensions (π₯29 Β· β 460) - A flake8 plugin to help you write better.. MIT
-- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 16 Β· π 12 Β· π¦ 18K Β· π 39 - 20% open Β· β±οΈ 11.03.2024):
+- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 15 Β· π 23 Β· π¦ 26K Β· π 57 - 10% open Β· β±οΈ 26.03.2024):
```
- git clone https://github.com/wemake-services/flake8-eradicate
+ git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 750K / month):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 1.3M / month Β· π¦ 730 Β· β±οΈ 10.07.2023):
```
- pip install flake8-eradicate
+ pip install flake8-comprehensions
```
-- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (π₯ 14K Β· β±οΈ 01.06.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 770K Β· β±οΈ 17.07.2023):
```
- conda install -c conda-forge flake8-eradicate
+ conda install -c conda-forge flake8-comprehensions
```
flake8-quotes (π₯27 Β· β 170) - Flake8 extension for checking quotes in python. MIT
+flake8-quotes (π₯29 Β· β 170) - Flake8 extension for checking quotes in python. MIT
-- [GitHub](https://github.com/zheller/flake8-quotes) (π¨βπ» 33 Β· π 33 Β· π¦ 21K Β· π 51 - 11% open Β· β±οΈ 10.02.2024):
+- [GitHub](https://github.com/zheller/flake8-quotes) (π¨βπ» 33 Β· π 39 Β· π¦ 21K Β· π 51 - 11% open Β· β±οΈ 10.02.2024):
```
git clone https://github.com/zheller/flake8-quotes
```
-- [PyPi](https://pypi.org/project/flake8-quotes) (π₯ 760K / month):
+- [PyPi](https://pypi.org/project/flake8-quotes) (π₯ 760K / month Β· π¦ 940 Β· β±οΈ 10.02.2024):
```
pip install flake8-quotes
```
@@ -265,30 +281,42 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge flake8-quotes
```
flake8-import-order (π₯26 Β· β 280) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
+flake8-eradicate (π₯28 Β· β 300) - Flake8 plugin to find commented out or dead code. MIT
-- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 46 Β· π 71 Β· π 100 - 11% open Β· β±οΈ 13.09.2023):
+- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 16 Β· π 14 Β· π¦ 18K Β· π 50 - 38% open Β· β±οΈ 27.03.2024):
```
- git clone https://github.com/PyCQA/flake8-import-order
+ git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 630K / month Β· π¦ 1.3K Β· β±οΈ 26.11.2022):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 760K / month Β· π¦ 130 Β· β±οΈ 31.05.2023):
```
- pip install flake8-import-order
+ pip install flake8-eradicate
```
-- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 250K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (π₯ 14K Β· β±οΈ 01.06.2023):
```
- conda install -c conda-forge flake8-import-order
+ conda install -c conda-forge flake8-eradicate
+ ```
+hacking (π₯28 Β· β 230) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
+
+- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 70 Β· π¦ 7.3K Β· β±οΈ 31.01.2024):
+
+ ```
+ git clone https://github.com/openstack/hacking
+ ```
+- [PyPi](https://pypi.org/project/hacking) (π₯ 110K / month Β· π¦ 4.4K Β· β±οΈ 08.12.2023):
+ ```
+ pip install hacking
```
flake8-isort (π₯26 Β· β 160) - flake8 plugin that integrates isort. βοΈGPL-2.0
+flake8-isort (π₯28 Β· β 170) - flake8 plugin that integrates isort. βοΈGPL-2.0
- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 38 Β· π 110 Β· π¦ 26K Β· π 57 - 1% open Β· β±οΈ 03.11.2023):
```
git clone https://github.com/gforcada/flake8-isort
```
-- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1.2M / month):
+- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1.2M / month Β· π¦ 770 Β· β±οΈ 03.11.2023):
```
pip install flake8-isort
```
@@ -304,7 +332,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 41K / month):
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 51K / month Β· π¦ 13 Β· β±οΈ 31.12.2023):
```
pip install nitpick
```
@@ -316,7 +344,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/check-manifest) (π₯ 330K / month):
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 320K / month):
```
pip install check-manifest
```
@@ -325,26 +353,14 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge check-manifest
```
hacking (π₯25 Β· β 230) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
-
-- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 47 Β· π¦ 7.2K Β· β±οΈ 31.01.2024):
-
- ```
- git clone https://github.com/openstack/hacking
- ```
-- [PyPi](https://pypi.org/project/hacking) (π₯ 110K / month):
- ```
- pip install hacking
- ```
-flake8-black (π₯24 Β· β 160) - flake8 plugin to run black for checking Python coding style. MIT
+flake8-black (π₯25 Β· β 160) - flake8 plugin to run black for checking Python coding style. MIT
-- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 10 Β· π 10 Β· π¦ 7.7K Β· π 29 - 10% open Β· β±οΈ 04.03.2024):
+- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 10 Β· π 11 Β· π¦ 7.7K Β· π 32 - 18% open Β· β±οΈ 04.03.2024):
```
git clone https://github.com/peterjc/flake8-black
```
-- [PyPi](https://pypi.org/project/flake8-black) (π₯ 930K / month):
+- [PyPi](https://pypi.org/project/flake8-black) (π₯ 920K / month Β· π¦ 280 Β· β±οΈ 20.12.2022):
```
pip install flake8-black
```
@@ -353,14 +369,14 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge flake8-black
```
flake8-builtins (π₯23 Β· β 110) - Check for python builtins being used as variables or.. βοΈGPL-2.0
+flake8-builtins (π₯25 Β· β 110) - Check for python builtins being used as variables or.. βοΈGPL-2.0
- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 19 Β· π 22 Β· π¦ 10K Β· π 47 - 2% open Β· β±οΈ 25.02.2024):
```
git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 910K / month):
+- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 910K / month Β· π¦ 530 Β· β±οΈ 03.11.2023):
```
pip install flake8-builtins
```
@@ -369,14 +385,30 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge flake8-builtins
```
pandas-vet (π₯21 Β· β 160 Β· π€) - A plugin for Flake8 that checks pandas code. MIT
+mypy-protobuf (π₯24 Β· β 620 Β· π€) - open source tools to generate mypy stubs from protobufs. Apache-2
+
+- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (π¨βπ» 37 Β· π 78 Β· π 120 - 11% open Β· β±οΈ 03.08.2023):
+
+ ```
+ git clone https://github.com/dropbox/mypy-protobuf
+ ```
+- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 2.4M / month Β· π¦ 120 Β· β±οΈ 29.07.2023):
+ ```
+ pip install mypy-protobuf
+ ```
+- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 120K Β· β±οΈ 20.08.2023):
+ ```
+ conda install -c conda-forge mypy-protobuf
+ ```
+pandas-vet (π₯21 Β· β 170 Β· π€) - A plugin for Flake8 that checks pandas code. MIT
-- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 14 Β· π 17 Β· π₯ 73 Β· π¦ 440 Β· π 52 - 21% open Β· β±οΈ 11.08.2023):
+- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 14 Β· π 18 Β· π₯ 73 Β· π¦ 440 Β· π 52 - 21% open Β· β±οΈ 11.08.2023):
```
git clone https://github.com/deppen8/pandas-vet
```
-- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 54K / month):
+- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 51K / month Β· π¦ 18 Β· β±οΈ 11.08.2023):
```
pip install pandas-vet
```
@@ -385,80 +417,78 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pandas-vet
```
mypy-protobuf (π₯20 Β· β 610 Β· π€) - open source tools to generate mypy stubs from protobufs. Apache-2
+flake8-import-order (π₯20 Β· β 280 Β· π) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
-- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (π¨βπ» 37 Β· π 71 Β· π 120 - 10% open Β· β±οΈ 03.08.2023):
+- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 46 Β· π 69 Β· π 100 - 10% open Β· β±οΈ 13.09.2023):
```
- git clone https://github.com/dropbox/mypy-protobuf
+ git clone https://github.com/PyCQA/flake8-import-order
```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 2.4M / month):
+- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 630K / month):
```
- pip install mypy-protobuf
+ pip install flake8-import-order
```
-- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 120K Β· β±οΈ 20.08.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 250K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge mypy-protobuf
+ conda install -c conda-forge flake8-import-order
```
bellybutton (π₯17 Β· β 260 Β· π€) - Custom Python linting through AST expressions. MIT
+flake8-simplify (π₯17 Β· β 180) - A flake8 plugin that helps you to simplify code. MIT
-- [GitHub](https://github.com/hchasestevens/bellybutton) (π¨βπ» 7 Β· π 15 Β· π¦ 45 Β· π 17 - 64% open Β· β±οΈ 27.07.2023):
+- [GitHub](https://github.com/MartinThoma/flake8-simplify) (π¨βπ» 14 Β· π 18 Β· π 120 - 41% open Β· β±οΈ 25.12.2023):
```
- git clone https://github.com/hchasestevens/bellybutton
+ git clone https://github.com/MartinThoma/flake8-simplify
```
-- [PyPi](https://pypi.org/project/bellybutton) (π₯ 2.4K / month Β· π¦ 1 Β· β±οΈ 27.07.2023):
+- [PyPi](https://pypi.org/project/flake8-simplify) (π₯ 360K / month):
```
- pip install bellybutton
+ pip install flake8-simplify
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (π₯ 37K Β· β±οΈ 26.09.2023):
+ ```
+ conda install -c conda-forge flake8-simplify
```
imhotep (π₯17 Β· β 220 Β· π€) - A static-analysis bot for Github. MIT
+bellybutton (π₯15 Β· β 260 Β· π€) - Custom Python linting through AST expressions. MIT
-- [GitHub](https://github.com/justinabrahms/imhotep) (π¨βπ» 17 Β· π 36 Β· π¦ 12 Β· π 46 - 43% open Β· β±οΈ 17.06.2023):
+- [GitHub](https://github.com/hchasestevens/bellybutton) (π¨βπ» 7 Β· π 15 Β· π¦ 45 Β· π 14 - 57% open Β· β±οΈ 27.07.2023):
```
- git clone https://github.com/justinabrahms/imhotep
+ git clone https://github.com/hchasestevens/bellybutton
```
-- [PyPi](https://pypi.org/project/imhotep) (π₯ 35 / month Β· π¦ 6 Β· β±οΈ 20.02.2022):
+- [PyPi](https://pypi.org/project/bellybutton) (π₯ 2.2K / month):
```
- pip install imhotep
+ pip install bellybutton
```
flake8-simplify (π₯16 Β· β 180) - A flake8 plugin that helps you to simplify code. MIT
+imhotep (π₯15 Β· β 220 Β· π€) - A static-analysis bot for Github. MIT
-- [GitHub](https://github.com/MartinThoma/flake8-simplify) (π¨βπ» 14 Β· π 18 Β· π 120 - 41% open Β· β±οΈ 25.12.2023):
+- [GitHub](https://github.com/justinabrahms/imhotep) (π¨βπ» 17 Β· π 34 Β· π¦ 12 Β· π 44 - 40% open Β· β±οΈ 17.06.2023):
```
- git clone https://github.com/MartinThoma/flake8-simplify
- ```
-- [PyPi](https://pypi.org/project/flake8-simplify) (π₯ 360K / month):
- ```
- pip install flake8-simplify
+ git clone https://github.com/justinabrahms/imhotep
```
-- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (π₯ 37K Β· β±οΈ 26.09.2023):
+- [PyPi](https://pypi.org/project/imhotep) (π₯ 41 / month):
```
- conda install -c conda-forge flake8-simplify
+ pip install imhotep
```
Show 16 hidden projects...
+Show 14 hidden projects...
-- flake8 (π₯38 Β· β 3.2K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle;.. βUnlicensed
-- parso (π₯31 Β· β 580 Β· π€) - A Python Parser. βUnlicensed
-- coala (π₯30 Β· β 3.5K Β· π) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
-- pep8-naming (π₯27 Β· β 490) - Naming Convention checker for Python. βUnlicensed
-- darglint (π₯27 Β· β 480 Β· π) - A python documentation linter which checks that the docstring.. MIT
+- coala (π₯29 Β· β 3.5K Β· π) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
+- darglint (π₯28 Β· β 480 Β· π) - A python documentation linter which checks that the docstring.. MIT
+- pep8-naming (π₯27 Β· β 490) - Naming Convention checker for Python. βUnlicensed
+- pylama (π₯26 Β· β 1K Β· π) - Code audit tool for python. MIT
+- flake8-commas (π₯26 Β· β 130 Β· π) - Flake8 extension for enforcing trailing commas in python. MIT Apache-2
-- pylama (π₯24 Β· β 1K Β· π) - Code audit tool for python. MIT
-- flake8-commas (π₯22 Β· β 130 Β· π) - Flake8 extension for enforcing trailing commas in.. βUnlicensed βUnlicensed
-- flake8-mypy (π₯20 Β· β 100 Β· π) - A plugin for flake8 integrating Mypy. MIT βUnlicensed
+- flake8-bandit (π₯21 Β· β 110 Β· π) - Automated security testing using bandit and flake8. MIT MIT βοΈGPL-2.0 MIT
-- flakehell (π₯16 Β· β 230 Β· π) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT MIT MIT Apache-2 mypy
+- flake8-mypy (π₯18 Β· β 100 Β· π) - A plugin for flake8 integrating Mypy. MIT MIT
+- yala (π₯14 Β· β 14 Β· π) - Yet Another Linter Aggregator. MIT Apache-2 mypy
@@ -468,7 +498,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
mypy (π₯46 Β· β 17K) - Optional static typing for Python. MIT
-- [GitHub](https://github.com/python/mypy) (π¨βπ» 700 Β· π 2.7K Β· π¦ 230K Β· π 10K - 26% open Β· β±οΈ 21.03.2024):
+- [GitHub](https://github.com/python/mypy) (π¨βπ» 700 Β· π 2.7K Β· π¦ 230K Β· π 10K - 26% open Β· β±οΈ 27.03.2024):
```
git clone https://github.com/python/mypy
@@ -484,36 +514,36 @@ This curated list contains 270 awesome open-source projects with a total of 930K
pyright (π₯38 Β· β 12K) - Static Type Checker for Python. MIT
-- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 110 Β· π 1.2K Β· π₯ 1.8K Β· π¦ 780 Β· π 5.4K - 0% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 110 Β· π 1.3K Β· π₯ 1.9K Β· π¦ 790 Β· π 5.4K - 0% open Β· β±οΈ 28.03.2024):
```
git clone https://github.com/Microsoft/pyright
```
-- [npm](https://www.npmjs.com/package/pyright) (π₯ 1.3M / month Β· π¦ 12 Β· β±οΈ 20.03.2024):
+- [npm](https://www.npmjs.com/package/pyright) (π₯ 1.3M / month Β· π¦ 12 Β· β±οΈ 27.03.2024):
```
npm install pyright
```
pyre-check (π₯35 Β· β 6.7K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 260 Β· π 460 Β· π¦ 21 Β· π 400 - 35% open Β· β±οΈ 21.03.2024):
+- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 260 Β· π 460 Β· π¦ 21 Β· π 400 - 35% open Β· β±οΈ 28.03.2024):
```
git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pyre-check) (π₯ 87K / month Β· π¦ 54 Β· β±οΈ 19.10.2023):
+- [PyPi](https://pypi.org/project/pyre-check) (π₯ 88K / month Β· π¦ 54 Β· β±οΈ 19.10.2023):
```
pip install pyre-check
```
pytype (π₯35 Β· β 4.5K) - A static type analyzer for Python code. Apache-2
-- [GitHub](https://github.com/google/pytype) (π¨βπ» 100 Β· π 260 Β· π¦ 3.5K Β· π 690 - 22% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/google/pytype) (π¨βπ» 100 Β· π 260 Β· π¦ 3.5K Β· π 690 - 22% open Β· β±οΈ 27.03.2024):
```
git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/pytype) (π₯ 510K / month Β· π¦ 160 Β· β±οΈ 19.03.2024):
+- [PyPi](https://pypi.org/project/pytype) (π₯ 490K / month Β· π¦ 160 Β· β±οΈ 19.03.2024):
```
pip install pytype
```
@@ -522,21 +552,9 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pytype
```
typeguard (π₯33 Β· β 1.4K) - Run-time type checker for Python. MIT
-
-- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 34 Β· π 97 Β· π¦ 22K Β· π 300 - 7% open Β· β±οΈ 05.02.2024):
+Show 1 hidden projects...
- ```
- git clone https://github.com/agronholm/typeguard
- ```
-- [PyPi](https://pypi.org/project/typeguard) (π₯ 14M / month Β· π¦ 1.7K Β· β±οΈ 11.09.2023):
- ```
- pip install typeguard
- ```
-- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 500K Β· β±οΈ 24.10.2023):
- ```
- conda install -c conda-forge typeguard
- ```
+- typeguard (π₯33 Β· β 1.4K) - Run-time type checker for Python. βUnlicensed
@@ -546,12 +564,12 @@ This curated list contains 270 awesome open-source projects with a total of 930K
black (π₯46 Β· β 37K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (π¨βπ» 440 Β· π 2.4K Β· π₯ 64K Β· π¦ 470K Β· π 2.6K - 14% open Β· β±οΈ 21.03.2024):
+- [GitHub](https://github.com/psf/black) (π¨βπ» 440 Β· π 2.4K Β· π₯ 71K Β· π¦ 480K Β· π 2.6K - 14% open Β· β±οΈ 23.03.2024):
```
git clone https://github.com/psf/black
```
-- [PyPi](https://pypi.org/project/black) (π₯ 36M / month Β· π¦ 15K Β· β±οΈ 15.03.2024):
+- [PyPi](https://pypi.org/project/black) (π₯ 37M / month):
```
pip install black
```
@@ -567,7 +585,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/PyCQA/isort
```
-- [PyPi](https://pypi.org/project/isort) (π₯ 38M / month Β· π¦ 19K Β· β±οΈ 13.12.2023):
+- [PyPi](https://pypi.org/project/isort) (π₯ 39M / month Β· π¦ 19K Β· β±οΈ 13.12.2023):
```
pip install isort
```
@@ -576,36 +594,36 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge isort
```
yapf (π₯39 Β· β 14K) - A formatter for Python files. Apache-2
+autopep8 (π₯39 Β· β 4.5K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
-- [GitHub](https://github.com/google/yapf) (π¨βπ» 150 Β· π 880 Β· π¦ 91K Β· π 840 - 45% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 63 Β· π 290 Β· π¦ 200K Β· π 490 - 23% open Β· β±οΈ 23.03.2024):
```
- git clone https://github.com/google/yapf
+ git clone https://github.com/hhatto/autopep8
```
-- [PyPi](https://pypi.org/project/yapf) (π₯ 5.4M / month Β· π¦ 2.4K Β· β±οΈ 22.09.2023):
+- [PyPi](https://pypi.org/project/autopep8) (π₯ 4.6M / month):
```
- pip install yapf
+ pip install autopep8
```
-- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 1.7M Β· β±οΈ 26.07.2023):
+- [Conda](https://anaconda.org/conda-forge/autopep8) (π₯ 1.4M Β· β±οΈ 17.03.2024):
```
- conda install -c conda-forge yapf
+ conda install -c conda-forge autopep8
```
autopep8 (π₯38 Β· β 4.5K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
+yapf (π₯38 Β· β 14K) - A formatter for Python files. Apache-2
-- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 63 Β· π 290 Β· π¦ 200K Β· π 500 - 25% open Β· β±οΈ 17.03.2024):
+- [GitHub](https://github.com/google/yapf) (π¨βπ» 150 Β· π 870 Β· π¦ 91K Β· π 840 - 44% open Β· β±οΈ 19.03.2024):
```
- git clone https://github.com/hhatto/autopep8
+ git clone https://github.com/google/yapf
```
-- [PyPi](https://pypi.org/project/autopep8) (π₯ 4.5M / month Β· π¦ 6K Β· β±οΈ 17.03.2024):
+- [PyPi](https://pypi.org/project/yapf) (π₯ 5.5M / month):
```
- pip install autopep8
+ pip install yapf
```
-- [Conda](https://anaconda.org/conda-forge/autopep8) (π₯ 1.4M Β· β±οΈ 17.03.2024):
+- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 1.7M Β· β±οΈ 26.07.2023):
```
- conda install -c conda-forge autopep8
+ conda install -c conda-forge yapf
```
docformatter (π₯27 Β· β 500) - Formats docstrings to follow PEP 257. MIT
@@ -615,7 +633,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (π₯ 570K / month Β· π¦ 170 Β· β±οΈ 12.07.2023):
+- [PyPi](https://pypi.org/project/docformatter) (π₯ 540K / month):
```
pip install docformatter
```
@@ -624,21 +642,21 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge docformatter
```
autoimport (π₯14 Β· β 83) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
+autoimport (π₯18 Β· β 85) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
-- [GitHub](https://github.com/lyz-code/autoimport) (π¨βπ» 15 Β· π 19 Β· π¦ 130 Β· π 47 - 29% open Β· β±οΈ 23.11.2023):
+- [GitHub](https://github.com/lyz-code/autoimport) (π¨βπ» 15 Β· π 24 Β· π¦ 130 Β· π 47 - 29% open Β· β±οΈ 23.11.2023):
```
git clone https://github.com/lyz-code/autoimport
```
-- [PyPi](https://pypi.org/project/autoimport) (π₯ 3.2K / month):
+- [PyPi](https://pypi.org/project/autoimport) (π₯ 2.8K / month Β· π¦ 8 Β· β±οΈ 23.11.2023):
```
pip install autoimport
```
Show 1 hidden projects...
-- pyformat (π₯19 Β· β 94) - Formats Python code to follow a consistent style. βοΈSaxpath
+- pyformat (π₯16 Β· β 94 Β· π) - Formats Python code to follow a consistent style. βUnlicensed
@@ -646,7 +664,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
-jedi (π₯43 Β· β 5.6K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
+jedi (π₯42 Β· β 5.6K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 170 Β· π 500 Β· π¦ 410K Β· π 1.4K - 4% open Β· β±οΈ 19.02.2024):
@@ -664,60 +682,60 @@ This curated list contains 270 awesome open-source projects with a total of 930K
rope (π₯36 Β· β 1.8K) - a python refactoring library. βοΈLGPL-3.0
-- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 81 Β· π 160 Β· π₯ 25 Β· π¦ 73K Β· π 350 - 27% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 81 Β· π 160 Β· π₯ 28 Β· π¦ 73K Β· π 360 - 28% open Β· β±οΈ 24.03.2024):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (π₯ 910K / month):
+- [PyPi](https://pypi.org/project/rope) (π₯ 930K / month Β· π¦ 1.6K Β· β±οΈ 24.03.2024):
```
pip install rope
```
-- [Conda](https://anaconda.org/conda-forge/rope) (π₯ 1.4M Β· β±οΈ 18.01.2024):
+- [Conda](https://anaconda.org/conda-forge/rope) (π₯ 1.4M Β· β±οΈ 24.03.2024):
```
conda install -c conda-forge rope
```
pyupgrade (π₯33 Β· β 3.3K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
-- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 35 Β· π 170 Β· π 420 - 3% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 35 Β· π 170 Β· π 420 - 3% open Β· β±οΈ 24.03.2024):
```
git clone https://github.com/asottile/pyupgrade
```
-- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 620K / month Β· π¦ 210 Β· β±οΈ 18.02.2024):
+- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 640K / month Β· π¦ 210 Β· β±οΈ 24.03.2024):
```
pip install pyupgrade
```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 620K Β· β±οΈ 18.02.2024):
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 620K Β· β±οΈ 24.03.2024):
```
conda install -c conda-forge pyupgrade
```
vulture (π₯32 Β· β 3K) - Find dead Python code. MIT
+vulture (π₯33 Β· β 3K) - Find dead Python code. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 42 Β· π 130 Β· π¦ 4.4K Β· π 200 - 11% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 42 Β· π 180 Β· π¦ 4.4K Β· π 200 - 13% open Β· β±οΈ 19.03.2024):
```
git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/vulture) (π₯ 590K / month):
+- [PyPi](https://pypi.org/project/vulture) (π₯ 590K / month Β· π¦ 280 Β· β±οΈ 19.01.2024):
```
pip install vulture
```
-- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 78K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 79K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge vulture
```
MonkeyType (π₯26 Β· β 4.5K) - A Python library that generates static type annotations by.. BSD-3
-- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 49 Β· π 170 Β· π 180 - 23% open Β· β±οΈ 06.02.2024):
+- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 50 Β· π 170 Β· π 180 - 23% open Β· β±οΈ 06.02.2024):
```
git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/monkeytype) (π₯ 210K / month Β· π¦ 29 Β· β±οΈ 20.03.2023):
+- [PyPi](https://pypi.org/project/monkeytype) (π₯ 220K / month Β· π¦ 29 Β· β±οΈ 20.03.2023):
```
pip install monkeytype
```
@@ -728,7 +746,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
autoflake (π₯24 Β· β 850) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 38 Β· π 78 Β· π 110 - 32% open Β· β±οΈ 18.03.2024):
+- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 38 Β· π 78 Β· π 110 - 32% open Β· β±οΈ 27.03.2024):
```
git clone https://github.com/myint/autoflake
@@ -744,19 +762,19 @@ This curated list contains 270 awesome open-source projects with a total of 930K
add-trailing-comma (π₯23 Β· β 330) - A tool (and pre-commit hook) to automatically add trailing.. MIT
-- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 22 Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 22 Β· β±οΈ 27.03.2024):
```
git clone https://github.com/asottile/add-trailing-comma
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 75K / month Β· π¦ 22 Β· β±οΈ 30.08.2023):
+- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 66K / month Β· π¦ 22 Β· β±οΈ 30.08.2023):
```
pip install add-trailing-comma
```
unimport (π₯22 Β· β 240) - The ultimate linter and formatter for removing unused import statements.. MIT
+unimport (π₯21 Β· β 240) - The ultimate linter and formatter for removing unused import statements.. MIT
-- [GitHub](https://github.com/hakancelikdev/unimport) (π¨βπ» 16 Β· π 22 Β· π 120 - 8% open Β· β±οΈ 07.01.2024):
+- [GitHub](https://github.com/hakancelikdev/unimport) (π¨βπ» 16 Β· π 22 Β· π 120 - 9% open Β· β±οΈ 07.01.2024):
```
git clone https://github.com/hakancelik96/unimport
@@ -766,40 +784,40 @@ This curated list contains 270 awesome open-source projects with a total of 930K
pip install unimport
```
com2ann (π₯18 Β· β 140) - Tool for translation type comments to type annotations in Python. MIT
+com2ann (π₯16 Β· β 140) - Tool for translation type comments to type annotations in Python. MIT
- [GitHub](https://github.com/ilevkivskyi/com2ann) (π¨βπ» 8 Β· π 12 Β· π¦ 66 Β· π 29 - 24% open Β· β±οΈ 14.03.2024):
```
git clone https://github.com/ilevkivskyi/com2ann
```
-- [PyPi](https://pypi.org/project/com2ann) (π₯ 23K / month Β· π¦ 2 Β· β±οΈ 21.08.2021):
+- [PyPi](https://pypi.org/project/com2ann) (π₯ 22K / month):
```
pip install com2ann
```
massedit (π₯17 Β· β 110) - Programmatically edit text files with Python. Useful for source to source.. MIT
+massedit (π₯16 Β· β 110) - Programmatically edit text files with Python. Useful for source to source.. MIT
- [GitHub](https://github.com/elmotec/massedit) (π¨βπ» 9 Β· π 16 Β· π₯ 23 Β· π¦ 42 Β· π 11 - 36% open Β· β±οΈ 12.09.2023):
```
git clone https://github.com/elmotec/massedit
```
-- [PyPi](https://pypi.org/project/massedit) (π₯ 4.8K / month Β· π¦ 7 Β· β±οΈ 11.09.2023):
+- [PyPi](https://pypi.org/project/massedit) (π₯ 4.3K / month):
```
pip install massedit
```
Show 8 hidden projects...
+- redbaron (π₯24 Β· β 680 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
- eradicate (π₯24 Β· β 200 Β· π€) - Removes commented-out code from Python files. βοΈSaxpath
-- redbaron (π₯23 Β· β 680 Β· π) - Bottom-up approach to refactoring in python. βUnlicensed
- baron (π₯23 Β· β 280 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
- Bowler (π₯22 Β· β 1.5K Β· π) - Safe code refactoring for modern Python. MIT
- pyannotate (π₯21 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations. Apache-2
- unify (π₯20 Β· β 92 Β· π) - Modifies strings to all use the same quote where possible. MIT
-- pep8ify (π₯16 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
-- retype (π₯14 Β· β 140 Β· π) - Re-apply type annotations from .pyi stubs to your codebase. MIT
+- pep8ify (π₯14 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
+- retype (π₯12 Β· β 140 Β· π) - Re-apply type annotations from .pyi stubs to your codebase. MIT
@@ -809,12 +827,12 @@ This curated list contains 270 awesome open-source projects with a total of 930K
bandit (π₯38 Β· β 5.9K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 180 Β· π 570 Β· π₯ 760 Β· π¦ 48K Β· π 670 - 28% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 180 Β· π 580 Β· π₯ 770 Β· π¦ 48K Β· π 670 - 28% open Β· β±οΈ 25.03.2024):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (π₯ 5M / month Β· π¦ 1.9K Β· β±οΈ 08.03.2024):
+- [PyPi](https://pypi.org/project/bandit) (π₯ 5.1M / month Β· π¦ 1.9K Β· β±οΈ 08.03.2024):
```
pip install bandit
```
@@ -830,23 +848,23 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/sqlmapproject/sqlmap
```
-- [PyPi](https://pypi.org/project/sqlmap) (π₯ 10K / month Β· π¦ 10 Β· β±οΈ 01.03.2024):
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 11K / month Β· π¦ 10 Β· β±οΈ 01.03.2024):
```
pip install sqlmap
```
safety (π₯32 Β· β 1.6K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
-- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 41 Β· π 130 Β· π₯ 500K Β· π¦ 14K Β· π 190 - 35% open Β· β±οΈ 20.01.2024):
+- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 41 Β· π 140 Β· π₯ 510K Β· π¦ 14K Β· π 200 - 39% open Β· β±οΈ 26.03.2024):
```
git clone https://github.com/pyupio/safety
```
-- [PyPi](https://pypi.org/project/safety) (π₯ 1.6M / month):
+- [PyPi](https://pypi.org/project/safety) (π₯ 1.6M / month Β· π¦ 440 Β· β±οΈ 26.03.2024):
```
pip install safety
```
-- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 90K Β· β±οΈ 02.02.2024):
+- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 91K Β· β±οΈ 26.03.2024):
```
conda install -c conda-forge safety
```
@@ -858,19 +876,19 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/Yelp/detect-secrets
```
-- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 560K / month Β· π¦ 55 Β· β±οΈ 04.10.2022):
+- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 590K / month Β· π¦ 55 Β· β±οΈ 04.10.2022):
```
pip install detect-secrets
```
dlint (π₯16 Β· β 160 Β· π€) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
+dlint (π₯20 Β· β 160 Β· π€) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
-- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 16 Β· π 17 Β· π 43 - 51% open Β· β±οΈ 10.04.2023):
+- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 16 Β· π 17 Β· π 45 - 53% open Β· β±οΈ 10.04.2023):
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (π₯ 130K / month):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 130K / month Β· π¦ 55 Β· β±οΈ 09.08.2022):
```
pip install dlint
```
@@ -882,8 +900,8 @@ This curated list contains 270 awesome open-source projects with a total of 930K
Show 3 hidden projects...
- pyarmor (π₯34 Β· β 2.8K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
-- pyt (π₯22 Β· β 2.2K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
-- dodgy (π₯19 Β· β 120 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
+- pyt (π₯23 Β· β 2.2K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
+- dodgy (π₯20 Β· β 120 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
@@ -893,12 +911,12 @@ This curated list contains 270 awesome open-source projects with a total of 930K
pipenv (π₯44 Β· β 25K) - Python Development Workflow for Humans. MIT
-- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 500 Β· π 1.8K Β· π¦ 130K Β· π 4.2K - 5% open Β· β±οΈ 05.02.2024):
+- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 500 Β· π 1.8K Β· π¦ 130K Β· π 4.2K - 5% open Β· β±οΈ 27.03.2024):
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (π₯ 11M / month):
+- [PyPi](https://pypi.org/project/pipenv) (π₯ 11M / month Β· π¦ 1.3K Β· β±οΈ 05.02.2024):
```
pip install pipenv
```
@@ -909,7 +927,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
virtualenv (π₯41 Β· β 4.7K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 110 Β· π 960 Β· π¦ 370K Β· π 1.3K - 1% open Β· β±οΈ 14.03.2024):
+- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 110 Β· π 960 Β· π¦ 370K Β· π 1.3K - 1% open Β· β±οΈ 22.03.2024):
```
git clone https://github.com/pypa/virtualenv
@@ -918,26 +936,42 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 6.2M Β· β±οΈ 22.02.2024):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 6.3M Β· β±οΈ 22.02.2024):
```
conda install -c conda-forge virtualenv
```
pyenv (π₯34 Β· β 36K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 440 Β· π 2.9K Β· π¦ 21 Β· π 1.7K - 2% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 440 Β· π 2.9K Β· π¦ 21 Β· π 1.7K - 2% open Β· β±οΈ 21.03.2024):
```
git clone https://github.com/pyenv/pyenv
```
-- [PyPi](https://pypi.org/project/pyenv) (π₯ 12K / month):
+- [PyPi](https://pypi.org/project/pyenv) (π₯ 12K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
```
pip install pyenv
```
nodeenv (π₯33 Β· β 1.7K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3
+
+- [GitHub](https://github.com/ekalinin/nodeenv) (π¨βπ» 93 Β· π 190 Β· π¦ 78K Β· π 190 - 28% open Β· β±οΈ 05.10.2023):
+
+ ```
+ git clone https://github.com/ekalinin/nodeenv
+ ```
+- [PyPi](https://pypi.org/project/nodeenv) (π₯ 20M / month Β· π¦ 970 Β· β±οΈ 12.05.2023):
+ ```
+ pip install nodeenv
+ ```
+- [Conda](https://anaconda.org/conda-forge/nodeenv) (π₯ 3.6M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge nodeenv
+ ```
+pyenv-virtualenv (π₯21 Β· β 6K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
-- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 61 Β· π 390 Β· π¦ 21 Β· π 340 - 31% open Β· β±οΈ 12.02.2024):
+- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 61 Β· π 390 Β· π¦ 21 Β· π 340 - 32% open Β· β±οΈ 12.02.2024):
```
git clone https://github.com/pyenv/pyenv-virtualenv
@@ -945,7 +979,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
pyenv-installer (π₯16 Β· β 3.8K Β· π€) - This tool is used to install `pyenv` and friends. MIT
-- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 39 Β· π 410 Β· π 80 - 3% open Β· β±οΈ 10.06.2023):
+- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 39 Β· π 420 Β· π 80 - 3% open Β· β±οΈ 10.06.2023):
```
git clone https://github.com/pyenv/pyenv-installer
@@ -953,12 +987,12 @@ This curated list contains 270 awesome open-source projects with a total of 930K
freshenv (π₯14 Β· β 170) - Provision, share, manage local and cloud developer environments. MPL-2.0
-- [GitHub](https://github.com/raiyanyahya/freshenv) (π¨βπ» 3 Β· π 3 Β· β±οΈ 13.10.2023):
+- [GitHub](https://github.com/raiyanyahya/freshenv) (π¨βπ» 3 Β· π 3 Β· π 5 - 40% open Β· β±οΈ 13.10.2023):
```
git clone https://github.com/raiyanyahya/freshenv
```
-- [PyPi](https://pypi.org/project/freshenv) (π₯ 240 / month):
+- [PyPi](https://pypi.org/project/freshenv) (π₯ 160 / month Β· β±οΈ 06.11.2022):
```
pip install freshenv
```
@@ -967,12 +1001,11 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c raiyanyahya freshenv
```
Show 4 hidden projects...
+Show 3 hidden projects...
-- nodeenv (π₯31 Β· β 1.7K) - Virtual environment for Node.js & integrator with virtualenv. βUnlicensed
-- vex (π₯18 Β· β 370 Β· π) - Run a command in the named virtualenv. MIT
+- vex (π₯20 Β· β 370 Β· π) - Run a command in the named virtualenv. MIT
- dh-virtualenv (π₯16 Β· β 1.6K Β· π) - Python virtualenvs in Debian packages. βοΈGPL-2.0
-- pipenv-pipes (π₯12 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
+- pipenv-pipes (π₯14 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
@@ -980,14 +1013,14 @@ This curated list contains 270 awesome open-source projects with a total of 930K
-pip (π₯45 Β· β 9.2K) - The Python package installer. MIT
+pip (π₯47 Β· β 9.2K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (π¨βπ» 770 Β· π 2.9K Β· π¦ 180K Β· π 7.1K - 13% open Β· β±οΈ 16.03.2024):
+- [GitHub](https://github.com/pypa/pip) (π¨βπ» 780 Β· π 2.9K Β· π¦ 180K Β· π 7.3K - 15% open Β· β±οΈ 27.03.2024):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (π₯ 350M / month):
+- [PyPi](https://pypi.org/project/pip) (π₯ 350M / month Β· π¦ 11K Β· β±οΈ 03.02.2024):
```
pip install pip
```
@@ -996,30 +1029,30 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pip
```
conda (π₯43 Β· β 6K) - A system-level, binary package and environment manager running on all major.. BSD-3
+pip-tools (π₯39 Β· β 7.4K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/conda/conda) (π¨βπ» 450 Β· π 1.5K Β· π₯ 120 Β· π¦ 46K Β· π 9.5K - 7% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 210 Β· π 600 Β· π¦ 27K Β· π 1.1K - 15% open Β· β±οΈ 25.03.2024):
```
- git clone https://github.com/conda/conda
+ git clone https://github.com/jazzband/pip-tools
```
-- [PyPi](https://pypi.org/project/conda) (π₯ 150K / month Β· π¦ 1.1K Β· β±οΈ 22.04.2017):
+- [PyPi](https://pypi.org/project/pip-tools) (π₯ 14M / month Β· π¦ 2.7K Β· β±οΈ 06.03.2024):
```
- pip install conda
+ pip install pip-tools
```
-- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 50M Β· β±οΈ 23.02.2024):
+- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 140K Β· β±οΈ 06.03.2024):
```
- conda install -c conda-forge conda
+ conda install -c conda-forge pip-tools
```
poetry (π₯41 Β· β 29K) - Python packaging and dependency management made easy. MIT
+poetry (π₯38 Β· β 29K Β· π) - Python packaging and dependency management made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 550 Β· π 2.2K Β· π₯ 15M Β· π 5.7K - 11% open Β· β±οΈ 21.03.2024):
+- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 550 Β· π 2.2K Β· π₯ 15M Β· π 5.6K - 10% open Β· β±οΈ 26.03.2024):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 35M / month Β· π¦ 390 Β· β±οΈ 02.03.2024):
+- [PyPi](https://pypi.org/project/poetry) (π₯ 35M / month):
```
pip install poetry
```
@@ -1028,30 +1061,14 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge poetry
```
pip-tools (π₯39 Β· β 7.4K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-
-- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 210 Β· π 530 Β· π¦ 27K Β· π 1K - 14% open Β· β±οΈ 12.03.2024):
-
- ```
- git clone https://github.com/jazzband/pip-tools
- ```
-- [PyPi](https://pypi.org/project/pip-tools) (π₯ 14M / month):
- ```
- pip install pip-tools
- ```
-- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 140K Β· β±οΈ 06.03.2024):
- ```
- conda install -c conda-forge pip-tools
- ```
-pipx (π₯36 Β· β 8.5K) - Install and Run Python Applications in Isolated Environments. MIT
+pipx (π₯36 Β· β 8.6K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 140 Β· π 370 Β· π₯ 51K Β· π¦ 2K Β· π 670 - 9% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 140 Β· π 370 Β· π₯ 53K Β· π¦ 2K Β· π 670 - 9% open Β· β±οΈ 28.03.2024):
```
git clone https://github.com/pypa/pipx
```
-- [PyPi](https://pypi.org/project/pipx) (π₯ 4.7M / month Β· π¦ 20 Β· β±οΈ 16.01.2024):
+- [PyPi](https://pypi.org/project/pipx) (π₯ 4.4M / month Β· π¦ 20 Β· β±οΈ 16.01.2024):
```
pip install pipx
```
@@ -1060,14 +1077,14 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pipx
```
PDM (π₯36 Β· β 6.3K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
+PDM (π₯36 Β· β 6.4K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
-- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 170 Β· π 320 Β· π₯ 4 Β· π¦ 260 Β· π 1.5K - 3% open Β· β±οΈ 21.03.2024):
+- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 170 Β· π 320 Β· π₯ 4 Β· π¦ 270 Β· π 1.5K - 2% open Β· β±οΈ 28.03.2024):
```
git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pdm) (π₯ 790K / month):
+- [PyPi](https://pypi.org/project/pdm) (π₯ 830K / month Β· π¦ 79 Β· β±οΈ 27.03.2024):
```
pip install pdm
```
@@ -1076,14 +1093,14 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pdm
```
pipreqs (π₯33 Β· β 5.7K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
+pipreqs (π₯33 Β· β 5.8K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 66 Β· π 370 Β· π¦ 28K Β· π 300 - 63% open Β· β±οΈ 18.02.2024):
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (π₯ 800K / month Β· π¦ 400 Β· β±οΈ 18.02.2024):
+- [PyPi](https://pypi.org/project/pipreqs) (π₯ 810K / month Β· π¦ 400 Β· β±οΈ 18.02.2024):
```
pip install pipreqs
```
@@ -1094,30 +1111,31 @@ This curated list contains 270 awesome open-source projects with a total of 930K
mamba (π₯30 Β· β 6.1K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 150 Β· π 330 Β· π 1.6K - 30% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 150 Β· π 330 Β· π 1.6K - 29% open Β· β±οΈ 28.03.2024):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 11M Β· β±οΈ 04.03.2024):
+- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 11M Β· β±οΈ 26.03.2024):
```
conda install -c conda-forge mamba
```
pip-run (π₯22 Β· β 120) - pip-run - dynamic dependency loader for Python. MIT
-- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 23 Β· π 21 Β· π 72 - 6% open Β· β±οΈ 23.02.2024):
+- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 24 Β· π 21 Β· π 72 - 6% open Β· β±οΈ 25.03.2024):
```
git clone https://github.com/jaraco/pip-run
```
-- [PyPi](https://pypi.org/project/pip-run) (π₯ 16K / month Β· π¦ 3 Β· β±οΈ 10.02.2024):
+- [PyPi](https://pypi.org/project/pip-run) (π₯ 14K / month Β· π¦ 3 Β· β±οΈ 10.02.2024):
```
pip install pip-run
```
Show 2 hidden projects...
+Show 3 hidden projects...
+- conda (π₯41 Β· β 6.1K Β· π) - A system-level, binary package and environment manager running.. βUnlicensed
- dephell (π₯25 Β· β 1.8K Β· π) - Python project management. Manage packages: convert between formats,.. MIT
- pyflow (π₯22 Β· β 1.3K Β· π) - An installation and dependency system for Python. MIT
mccabe (π₯31 Β· β 620) - McCabe complexity checker for Python. βοΈSaxpath
-- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 24 Β· π 58 Β· π¦ 430K Β· π 59 - 23% open Β· β±οΈ 03.12.2023):
+- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 24 Β· π 58 Β· π¦ 440K Β· π 59 - 23% open Β· β±οΈ 03.12.2023):
```
git clone https://github.com/PyCQA/mccabe
```
-- [PyPi](https://pypi.org/project/mccabe) (π₯ 44M / month Β· π¦ 16K Β· β±οΈ 24.01.2022):
+- [PyPi](https://pypi.org/project/mccabe) (π₯ 46M / month Β· π¦ 16K Β· β±οΈ 24.01.2022):
```
pip install mccabe
```
@@ -1166,7 +1184,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/rubik/radon
```
-- [PyPi](https://pypi.org/project/radon) (π₯ 580K / month Β· π¦ 660 Β· β±οΈ 26.03.2023):
+- [PyPi](https://pypi.org/project/radon) (π₯ 590K / month Β· π¦ 660 Β· β±οΈ 26.03.2023):
```
pip install radon
```
@@ -1182,7 +1200,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (π₯ 22K / month Β· π¦ 9 Β· β±οΈ 11.10.2023):
+- [PyPi](https://pypi.org/project/wily) (π₯ 24K / month Β· π¦ 9 Β· β±οΈ 11.10.2023):
```
pip install wily
```
@@ -1203,14 +1221,14 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge xenon
```
cohesion (π₯15 Β· β 220 Β· π€) - A tool for measuring Python class cohesion. βοΈGPL-3.0
+cohesion (π₯12 Β· β 220 Β· π€) - A tool for measuring Python class cohesion. βοΈGPL-3.0
- [GitHub](https://github.com/mschwager/cohesion) (π¨βπ» 3 Β· π 4 Β· π 17 - 29% open Β· β±οΈ 08.03.2023):
```
git clone https://github.com/mschwager/cohesion
```
-- [PyPi](https://pypi.org/project/cohesion) (π₯ 4.4K / month Β· π¦ 11 Β· β±οΈ 10.07.2019):
+- [PyPi](https://pypi.org/project/cohesion) (π₯ 4.7K / month):
```
pip install cohesion
```
@@ -1240,35 +1258,35 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
conda install -c conda-forge tqdm
```
-- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 4.3K Β· β 2 Β· β±οΈ 16.03.2024):
+- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 4.4K Β· β 2 Β· β±οΈ 23.03.2024):
```
docker pull tqdm/tqdm
```
rich (π₯42 Β· β 47K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 240 Β· π 1.6K Β· π¦ 180K Β· π 1.2K - 14% open Β· β±οΈ 29.02.2024):
+- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 240 Β· π 1.7K Β· π¦ 180K Β· π 1.3K - 19% open Β· β±οΈ 29.02.2024):
```
git clone https://github.com/Textualize/rich
```
-- [PyPi](https://pypi.org/project/rich) (π₯ 49M / month):
+- [PyPi](https://pypi.org/project/rich) (π₯ 50M / month Β· π¦ 6.6K Β· β±οΈ 28.02.2024):
```
pip install rich
```
-- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 6.3M Β· β±οΈ 28.02.2024):
+- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 6.4M Β· β±οΈ 28.02.2024):
```
conda install -c conda-forge rich
```
loguru (π₯37 Β· β 18K) - Python logging made (stupidly) simple. MIT
-- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 53 Β· π 660 Β· π¦ 78K Β· π 930 - 16% open Β· β±οΈ 02.03.2024):
+- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 53 Β· π 660 Β· π¦ 79K Β· π 940 - 16% open Β· β±οΈ 02.03.2024):
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (π₯ 17M / month Β· π¦ 3.4K Β· β±οΈ 11.09.2023):
+- [PyPi](https://pypi.org/project/loguru) (π₯ 20M / month Β· π¦ 3.4K Β· β±οΈ 11.09.2023):
```
pip install loguru
```
@@ -1277,14 +1295,14 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge loguru
```
sentry-sdk (π₯33 Β· β 1.7K) - The official Python SDK for Sentry.io. MIT
+sentry-sdk (π₯37 Β· β 1.7K) - The official Python SDK for Sentry.io. MIT
-- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 210 Β· π 440 Β· π₯ 3.8K Β· π 1.2K - 14% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 210 Β· π 450 Β· π₯ 3.7K Β· π 1.2K - 16% open Β· β±οΈ 28.03.2024):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 31M / month):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 31M / month Β· π¦ 530 Β· β±οΈ 28.03.2024):
```
pip install sentry-sdk
```
@@ -1293,129 +1311,159 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge sentry-sdk
```
colorlog (π₯31 Β· β 850) - A colored formatter for the python logging module. MIT
+structlog (π₯36 Β· β 3.1K) - Simple, powerful, and fast logging for Python. Apache-2
-- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 33 Β· π 84 Β· π¦ 36K Β· β±οΈ 26.01.2024):
+- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 110 Β· π 200 Β· π¦ 11K Β· π 310 - 8% open Β· β±οΈ 27.03.2024):
```
- git clone https://github.com/borntyping/python-colorlog
+ git clone https://github.com/hynek/structlog
```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 12M / month):
+- [PyPi](https://pypi.org/project/structlog) (π₯ 12M / month Β· π¦ 1.2K Β· β±οΈ 08.01.2024):
```
- pip install colorlog
+ pip install structlog
```
-- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 2M Β· β±οΈ 26.01.2024):
+- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 370K Β· β±οΈ 12.02.2024):
```
- conda install -c conda-forge colorlog
+ conda install -c conda-forge structlog
```
alive-progress (π₯29 Β· β 5K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
+progressbar2 (π₯34 Β· β 840) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 7 Β· π 190 Β· π¦ 2.9K Β· π 220 - 8% open Β· β±οΈ 02.12.2023):
+- [GitHub](https://github.com/wolph/python-progressbar) (π¨βπ» 45 Β· π 140 Β· π₯ 2.3K Β· π 220 - 1% open Β· β±οΈ 04.03.2024):
```
- git clone https://github.com/rsalmei/alive-progress
+ git clone https://github.com/WoLpH/python-progressbar
```
-- [PyPi](https://pypi.org/project/alive-progress) (π₯ 740K / month):
+- [PyPi](https://pypi.org/project/progressbar2) (π₯ 27M / month Β· π¦ 1.6K Β· β±οΈ 05.03.2024):
```
- pip install alive-progress
+ pip install progressbar2
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 50K Β· β±οΈ 09.11.2023):
+- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 1.2M Β· β±οΈ 07.03.2024):
```
- conda install -c conda-forge alive-progress
+ conda install -c conda-forge progressbar2
```
progressbar2 (π₯29 Β· β 840) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
+logbook (π₯33 Β· β 1.5K) - A cool logging replacement for Python. BSD-3
-- [GitHub](https://github.com/wolph/python-progressbar) (π¨βπ» 45 Β· π 100 Β· π₯ 2.3K Β· π 220 - 1% open Β· β±οΈ 04.03.2024):
+- [GitHub](https://github.com/getlogbook/logbook) (π¨βπ» 79 Β· π 160 Β· π₯ 330 Β· π¦ 5.7K Β· π 180 - 25% open Β· β±οΈ 10.02.2024):
```
- git clone https://github.com/WoLpH/python-progressbar
+ git clone https://github.com/getlogbook/logbook
```
-- [PyPi](https://pypi.org/project/progressbar2) (π₯ 27M / month):
+- [PyPi](https://pypi.org/project/logbook) (π₯ 3.8M / month Β· π¦ 1.2K Β· β±οΈ 10.11.2023):
```
- pip install progressbar2
+ pip install logbook
```
-- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 1.2M Β· β±οΈ 07.03.2024):
+- [Conda](https://anaconda.org/conda-forge/logbook) (π₯ 170K Β· β±οΈ 11.11.2023):
```
- conda install -c conda-forge progressbar2
+ conda install -c conda-forge logbook
```
wasabi (π₯27 Β· β 440) - A lightweight console printing and formatting toolkit. MIT
+tabulate (π₯32 Β· β 2K Β· π€) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/explosion/wasabi) (π¨βπ» 14 Β· π 25 Β· π¦ 42K Β· π 9 - 44% open Β· β±οΈ 03.11.2023):
+- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 84 Β· π 150 Β· π 220 - 38% open Β· β±οΈ 30.04.2023):
```
- git clone https://github.com/ines/wasabi
+ git clone https://github.com/astanin/python-tabulate
```
-- [PyPi](https://pypi.org/project/wasabi) (π₯ 6.1M / month Β· π¦ 330 Β· β±οΈ 07.06.2023):
+- [PyPi](https://pypi.org/project/tabulate) (π₯ 62M / month Β· π¦ 8.7K Β· β±οΈ 06.10.2022):
```
- pip install wasabi
+ pip install tabulate
```
-- [Conda](https://anaconda.org/conda-forge/wasabi) (π₯ 1.3M Β· β±οΈ 07.06.2023):
+- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 6.5M Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge wasabi
+ conda install -c conda-forge tabulate
```
tabulate (π₯26 Β· β 1.9K Β· π€) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+alive-progress (π₯31 Β· β 5.1K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
-- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 84 Β· π 150 Β· π 210 - 37% open Β· β±οΈ 30.04.2023):
+- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 7 Β· π 190 Β· π¦ 2.9K Β· π 220 - 9% open Β· β±οΈ 02.12.2023):
```
- git clone https://github.com/astanin/python-tabulate
+ git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/tabulate) (π₯ 61M / month):
+- [PyPi](https://pypi.org/project/alive-progress) (π₯ 760K / month Β· π¦ 220 Β· β±οΈ 08.11.2023):
```
- pip install tabulate
+ pip install alive-progress
```
-- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 6.4M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 51K Β· β±οΈ 09.11.2023):
```
- conda install -c conda-forge tabulate
+ conda install -c conda-forge alive-progress
+ ```
+colorlog (π₯31 Β· β 850) - A colored formatter for the python logging module. MIT
+
+- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 33 Β· π 120 Β· π¦ 36K Β· β±οΈ 26.01.2024):
+
+ ```
+ git clone https://github.com/borntyping/python-colorlog
+ ```
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 12M / month Β· π¦ 2.8K Β· β±οΈ 26.01.2024):
+ ```
+ pip install colorlog
+ ```
+- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 2.1M Β· β±οΈ 26.01.2024):
+ ```
+ conda install -c conda-forge colorlog
+ ```
+wasabi (π₯27 Β· β 440) - A lightweight console printing and formatting toolkit. MIT
+
+- [GitHub](https://github.com/explosion/wasabi) (π¨βπ» 14 Β· π 22 Β· π¦ 42K Β· π 9 - 44% open Β· β±οΈ 03.11.2023):
+
+ ```
+ git clone https://github.com/ines/wasabi
+ ```
+- [PyPi](https://pypi.org/project/wasabi) (π₯ 6.3M / month):
+ ```
+ pip install wasabi
+ ```
+- [Conda](https://anaconda.org/conda-forge/wasabi) (π₯ 1.3M Β· β±οΈ 07.06.2023):
+ ```
+ conda install -c conda-forge wasabi
```
stackprinter (π₯26 Β· β 1.3K) - Debugging-friendly exceptions for Python. MIT
-- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 7 Β· π 37 Β· π¦ 330 Β· π 31 - 19% open Β· β±οΈ 13.03.2024):
+- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 7 Β· π 38 Β· π¦ 340 Β· π 36 - 30% open Β· β±οΈ 13.03.2024):
```
git clone https://github.com/cknd/stackprinter
```
-- [PyPi](https://pypi.org/project/stackprinter) (π₯ 320K / month):
+- [PyPi](https://pypi.org/project/stackprinter) (π₯ 330K / month Β· π¦ 33 Β· β±οΈ 13.03.2024):
```
pip install stackprinter
```
-- [Conda](https://anaconda.org/conda-forge/stackprinter) (π₯ 9.6K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/stackprinter) (π₯ 9.7K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge stackprinter
```
python-devtools (π₯22 Β· β 920) - Dev tools for python. MIT
-- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 13 Β· π 49 Β· π¦ 4.6K Β· π 61 - 36% open Β· β±οΈ 26.01.2024):
+- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 13 Β· π 46 Β· π¦ 4.6K Β· π 53 - 26% open Β· β±οΈ 26.01.2024):
```
git clone https://github.com/samuelcolvin/python-devtools
```
-- [PyPi](https://pypi.org/project/python-devtools) (π₯ 1.1K / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
+- [PyPi](https://pypi.org/project/python-devtools) (π₯ 1.1K / month):
```
pip install python-devtools
```
-- [Conda](https://anaconda.org/conda-forge/python-devtools) (π₯ 21K Β· β±οΈ 06.09.2023):
+- [Conda](https://anaconda.org/conda-forge/python-devtools) (π₯ 22K Β· β±οΈ 06.09.2023):
```
conda install -c conda-forge python-devtools
```
Show 10 hidden projects...
+Show 8 hidden projects...
-- structlog (π₯35 Β· β 3.1K) - Simple, powerful, and fast logging for Python. βUnlicensed
- python-json-logger (π₯35 Β· β 1.6K Β· π) - Json Formatter for the standard python logger. BSD-2
- prettytable (π₯34 Β· β 1.2K) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
-- logbook (π₯31 Β· β 1.5K) - A cool logging replacement for Python. βUnlicensed
- python-coloredlogs (π₯29 Β· β 530 Β· π) - Colored terminal output for Pythons logging module. MIT
- notifiers (π₯28 Β· β 2.6K Β· π) - The easy way to send notifications. MIT
- rebound (π₯26 Β· β 4.1K Β· π) - Command-line tool that instantly fetches Stack Overflow results when.. MIT
- better-exceptions (π₯24 Β· β 4.5K Β· π) - Pretty and useful exceptions in Python, automatically. MIT
-- PrettyErrors (π₯24 Β· β 2.8K Β· π) - Prettify Python exception output to make it legible. MIT
+- PrettyErrors (π₯23 Β· β 2.8K Β· π) - Prettify Python exception output to make it legible. MIT
- tbvaccine (π₯16 Β· β 380 Β· π) - A small utility to pretty-print Python tracebacks. MIT
@@ -1426,12 +1474,12 @@ This curated list contains 270 awesome open-source projects with a total of 930K
xxh (π₯22 Β· β 4.9K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
-- [GitHub](https://github.com/xxh/xxh) (π¨βπ» 26 Β· π 99 Β· π₯ 2.3K Β· π¦ 83 Β· π 85 - 27% open Β· β±οΈ 05.03.2024):
+- [GitHub](https://github.com/xxh/xxh) (π¨βπ» 26 Β· π 99 Β· π₯ 2.3K Β· π¦ 83 Β· π 86 - 26% open Β· β±οΈ 05.03.2024):
```
git clone https://github.com/xxh/xxh
```
-- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 860 / month):
+- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 700 / month):
```
pip install xxh-xxh
```
@@ -1446,32 +1494,48 @@ This curated list contains 270 awesome open-source projects with a total of 930K
-π best-of-mkdocs ( β 760) - Collection of MkDocs projects and plugins.
+π best-of-mkdocs ( β 770) - Collection of MkDocs projects and plugins.
-mkdocs-material (π₯43 Β· β 18K) - Documentation that simply works. MIT 
+sphinx (π₯45 Β· β 6K) - The Sphinx documentation generator. BSD-3 
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 260 Β· π 3.2K Β· π¦ 45K Β· π 2.3K - 1% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 810 Β· π 2.1K Β· π¦ 370K Β· π 6.9K - 17% open Β· β±οΈ 28.03.2024):
+
+ ```
+ git clone https://github.com/sphinx-doc/sphinx
+ ```
+- [PyPi](https://pypi.org/project/sphinx) (π₯ 13M / month Β· π¦ 65K Β· β±οΈ 13.09.2023):
+ ```
+ pip install sphinx
+ ```
+- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 8.8M Β· β±οΈ 13.09.2023):
+ ```
+ conda install -c conda-forge sphinx
+ ```
+mkdocs-material (π₯42 Β· β 18K) - Documentation that simply works. MIT
+
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 260 Β· π 3.3K Β· π¦ 45K Β· π 2.3K - 1% open Β· β±οΈ 27.03.2024):
```
git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 4.4M / month):
+- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 4.4M / month Β· π¦ 1.3K Β· β±οΈ 23.03.2024):
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 360K Β· β±οΈ 18.03.2024):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 360K Β· β±οΈ 23.03.2024):
```
conda install -c conda-forge mkdocs-material
```
mkdocs (π₯41 Β· β 18K) - Project documentation with Markdown. BSD-2
-- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 250 Β· π 2.3K Β· π¦ 59K Β· π 1.9K - 6% open Β· β±οΈ 16.03.2024):
+- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 250 Β· π 2.4K Β· π¦ 59K Β· π 1.9K - 7% open Β· β±οΈ 16.03.2024):
```
git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs) (π₯ 3.3M / month):
+- [PyPi](https://pypi.org/project/mkdocs) (π₯ 3.4M / month Β· π¦ 4.9K Β· β±οΈ 18.09.2023):
```
pip install mkdocs
```
@@ -1480,6 +1544,22 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge mkdocs
```
sphinx_rtd_theme (π₯37 Β· β 4.6K Β· π) - Sphinx theme for readthedocs.org. MIT
+
+- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 120 Β· π 1.8K Β· π¦ 16 Β· π 870 - 28% open Β· β±οΈ 25.01.2024):
+
+ ```
+ git clone https://github.com/readthedocs/sphinx_rtd_theme
+ ```
+- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 4.4M / month Β· π¦ 8.2K Β· β±οΈ 28.11.2023):
+ ```
+ pip install sphinx_rtd_theme
+ ```
+- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 3.7M Β· β±οΈ 28.11.2023):
+ ```
+ conda install -c conda-forge sphinx_rtd_theme
+ ```
+alabaster (π₯35 Β· β 710) - Lightweight, configurable Sphinx theme. BSD-3
- [GitHub](https://github.com/sphinx-doc/alabaster) (π¨βπ» 37 Β· π 190 Β· π¦ 120K Β· π 120 - 49% open Β· β±οΈ 10.01.2024):
@@ -1498,24 +1578,24 @@ This curated list contains 270 awesome open-source projects with a total of 930K
pdoc (π₯32 Β· β 1.8K) - API Documentation for Python Projects. Unlicense
-- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 61 Β· π 230 Β· π¦ 2.6K Β· π 350 - 5% open Β· β±οΈ 01.03.2024):
+- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 61 Β· π 230 Β· π¦ 2.7K Β· π 360 - 5% open Β· β±οΈ 01.03.2024):
```
git clone https://github.com/mitmproxy/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc) (π₯ 220K / month Β· π¦ 360 Β· β±οΈ 17.01.2024):
+- [PyPi](https://pypi.org/project/pdoc) (π₯ 230K / month Β· π¦ 360 Β· β±οΈ 17.01.2024):
```
pip install pdoc
```
mkdocstrings (π₯32 Β· β 1.5K) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 42 Β· π 100 Β· π¦ 12K Β· π 380 - 12% open Β· β±οΈ 13.03.2024):
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 42 Β· π 100 Β· π¦ 12K Β· π 380 - 12% open Β· β±οΈ 23.03.2024):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 930K / month Β· π¦ 530 Β· β±οΈ 27.02.2024):
+- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 920K / month Β· π¦ 530 Β· β±οΈ 27.02.2024):
```
pip install mkdocstrings
```
@@ -1524,18 +1604,18 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge mkdocstrings
```
sphinx-autodoc-typehints (π₯32 Β· β 520) - Type hints support for the Sphinx autodoc extension. MIT
+sphinx-autodoc-typehints (π₯32 Β· β 530) - Type hints support for the Sphinx autodoc extension. MIT
-- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 54 Β· π 100 Β· π¦ 48K Β· π 190 - 17% open Β· β±οΈ 18.03.2024):
+- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 54 Β· π 100 Β· π¦ 48K Β· π 190 - 17% open Β· β±οΈ 25.03.2024):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 2.3M / month Β· π¦ 2.2K Β· β±οΈ 08.02.2024):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 2.2M / month Β· π¦ 2.2K Β· β±οΈ 08.02.2024):
```
pip install sphinx-autodoc-typehints
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 650K Β· β±οΈ 08.02.2024):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 660K Β· β±οΈ 08.02.2024):
```
conda install -c conda-forge sphinx-autodoc-typehints
```
@@ -1547,7 +1627,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 860K / month Β· π¦ 3.1K Β· β±οΈ 04.02.2024):
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 880K / month Β· π¦ 3.1K Β· β±οΈ 04.02.2024):
```
pip install sphinx-autobuild
```
@@ -1556,38 +1636,22 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge sphinx-autobuild
```
Griffe (π₯32 Β· β 240) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
+Griffe (π₯32 Β· β 250) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
-- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 28 Β· π 37 Β· π¦ 4.8K Β· π 180 - 8% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 28 Β· π 37 Β· π¦ 4.9K Β· π 190 - 9% open Β· β±οΈ 19.03.2024):
```
git clone https://github.com/mkdocstrings/griffe
```
-- [PyPi](https://pypi.org/project/griffe) (π₯ 1.3M / month):
+- [PyPi](https://pypi.org/project/griffe) (π₯ 1.3M / month Β· π¦ 53 Β· β±οΈ 19.03.2024):
```
pip install griffe
```
-- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 210K Β· β±οΈ 19.03.2024):
+- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 220K Β· β±οΈ 19.03.2024):
```
conda install -c conda-forge griffe
```
sphinx_rtd_theme (π₯31 Β· β 4.6K Β· π) - Sphinx theme for readthedocs.org. MIT
-
-- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 120 Β· π 1.6K Β· π¦ 16 Β· π 800 - 22% open Β· β±οΈ 25.01.2024):
-
- ```
- git clone https://github.com/readthedocs/sphinx_rtd_theme
- ```
-- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 4.3M / month):
- ```
- pip install sphinx_rtd_theme
- ```
-- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 3.7M Β· β±οΈ 28.11.2023):
- ```
- conda install -c conda-forge sphinx_rtd_theme
- ```
-breathe (π₯31 Β· β 720) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
- [GitHub](https://github.com/breathe-doc/breathe) (π¨βπ» 110 Β· π 190 Β· π₯ 600 Β· π¦ 13K Β· π 580 - 30% open Β· β±οΈ 24.10.2023):
@@ -1595,7 +1659,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/michaeljones/breathe
```
-- [PyPi](https://pypi.org/project/breathe) (π₯ 490K / month Β· π¦ 1.1K Β· β±οΈ 28.02.2023):
+- [PyPi](https://pypi.org/project/breathe) (π₯ 540K / month Β· π¦ 1.1K Β· β±οΈ 28.02.2023):
```
pip install breathe
```
@@ -1611,23 +1675,23 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/pdoc3/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc3) (π₯ 240K / month Β· π¦ 260 Β· β±οΈ 03.08.2021):
+- [PyPi](https://pypi.org/project/pdoc3) (π₯ 250K / month Β· π¦ 260 Β· β±οΈ 03.08.2021):
```
pip install pdoc3
```
-- [Conda](https://anaconda.org/anaconda/pdoc3) (π₯ 1.8K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/anaconda/pdoc3) (π₯ 1.9K Β· β±οΈ 16.06.2023):
```
conda install -c anaconda pdoc3
```
blacken-docs (π₯27 Β· β 600) - Run `black` on python code blocks in documentation files. MIT
-- [GitHub](https://github.com/adamchainz/blacken-docs) (π¨βπ» 21 Β· π 40 Β· π¦ 870 Β· π 75 - 12% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/adamchainz/blacken-docs) (π¨βπ» 21 Β· π 40 Β· π¦ 880 Β· π 75 - 12% open Β· β±οΈ 26.03.2024):
```
git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 160K / month Β· π¦ 56 Β· β±οΈ 16.08.2023):
+- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 150K / month Β· π¦ 56 Β· β±οΈ 16.08.2023):
```
pip install blacken-docs
```
@@ -1643,7 +1707,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/econchick/interrogate
```
-- [PyPi](https://pypi.org/project/interrogate) (π₯ 140K / month Β· π¦ 200 Β· β±οΈ 10.09.2021):
+- [PyPi](https://pypi.org/project/interrogate) (π₯ 150K / month Β· π¦ 200 Β· β±οΈ 10.09.2021):
```
pip install interrogate
```
@@ -1655,19 +1719,19 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 210K / month):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 200K / month Β· π¦ 120 Β· β±οΈ 19.08.2023):
```
pip install mkdocs-awesome-pages-plugin
```
releases (π₯24 Β· β 170) - A powerful Sphinx changelog-generating extension. BSD-2
-- [GitHub](https://github.com/bitprophet/releases) (π¨βπ» 10 Β· π 41 Β· π¦ 620 Β· π 76 - 39% open Β· β±οΈ 01.12.2023):
+- [GitHub](https://github.com/bitprophet/releases) (π¨βπ» 10 Β· π 41 Β· π¦ 620 Β· π 77 - 40% open Β· β±οΈ 01.12.2023):
```
git clone https://github.com/bitprophet/releases
```
-- [PyPi](https://pypi.org/project/releases) (π₯ 17K / month Β· π¦ 380 Β· β±οΈ 28.04.2023):
+- [PyPi](https://pypi.org/project/releases) (π₯ 16K / month Β· π¦ 380 Β· β±οΈ 28.04.2023):
```
pip install releases
```
@@ -1683,45 +1747,44 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/clayrisser/sphinx-markdown-builder
```
-- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 64K / month Β· π¦ 91 Β· β±οΈ 16.01.2024):
+- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 63K / month Β· π¦ 91 Β· β±οΈ 16.01.2024):
```
pip install sphinx-markdown-builder
```
lazydocs (π₯22 Β· β 170) - Generate markdown API documentation from Google-style Python docstring... MIT
-- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 11 Β· π 37 Β· π¦ 210 Β· π 29 - 6% open Β· β±οΈ 16.01.2024):
+- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 11 Β· π 37 Β· π¦ 210 Β· π 33 - 18% open Β· β±οΈ 16.01.2024):
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 13K / month):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 13K / month Β· π¦ 22 Β· β±οΈ 27.07.2021):
```
pip install lazydocs
```
mkdocs-print-site-plugin (π₯21 Β· β 110) - MkDocs Plugin that adds an additional page that.. MIT
-- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (π¨βπ» 6 Β· π 16 Β· π¦ 290 Β· π 87 - 16% open Β· β±οΈ 23.01.2024):
+- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (π¨βπ» 6 Β· π 17 Β· π¦ 290 Β· π 87 - 16% open Β· β±οΈ 23.01.2024):
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 21K / month):
+- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 21K / month Β· π¦ 6 Β· β±οΈ 28.08.2023):
```
pip install mkdocs-print-site-plugin
```
Show 10 hidden projects...
+Show 9 hidden projects...
-- sphinx (π₯43 Β· β 6K) - The Sphinx documentation generator. βUnlicensed βUnlicensed βUnlicensed MIT ISC
-- pycco (π₯22 Β· β 840 Β· π) - Literate-style documentation generator. MIT
+- pycco (π₯23 Β· β 840 Β· π) - Literate-style documentation generator. MIT
+- portray (π₯22 Β· β 860 Β· π) - Your Project with Great Documentation. MIT
- mkdocs-with-pdf (π₯22 Β· β 290 Β· π) - Generate a single PDF file from MkDocs repository. MIT MIT MIT
- mkdocs-git-revision-date-plugin (π₯20 Β· β 56 Β· π) - MkDocs plugin for setting revision date from git per.. MIT MIT PySnooper (π₯32 Β· β 16K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 27 Β· π 940 Β· π¦ 1.7K Β· π 130 - 20% open Β· β±οΈ 13.01.2024):
+- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 27 Β· π 950 Β· π¦ 1.7K Β· π 130 - 20% open Β· β±οΈ 13.01.2024):
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (π₯ 350K / month):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 340K / month Β· π¦ 56 Β· β±οΈ 15.07.2023):
```
pip install pysnooper
```
@@ -1747,26 +1810,30 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pysnooper
```
gdbgui (π₯29 Β· β 9.7K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
+pyelftools (π₯32 Β· β 1.9K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 44 Β· π 490 Β· π₯ 17K Β· π¦ 380 Β· π 320 - 46% open Β· β±οΈ 18.10.2023):
+- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 99 Β· π 490 Β· π¦ 7.2K Β· π 250 - 31% open Β· β±οΈ 14.03.2024):
```
- git clone https://github.com/cs01/gdbgui
+ git clone https://github.com/eliben/pyelftools
```
-- [PyPi](https://pypi.org/project/gdbgui) (π₯ 18K / month):
+- [PyPi](https://pypi.org/project/pyelftools) (π₯ 4M / month Β· π¦ 570 Β· β±οΈ 14.03.2024):
```
- pip install gdbgui
+ pip install pyelftools
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 150K Β· β±οΈ 14.03.2024):
+ ```
+ conda install -c conda-forge pyelftools
```
ipdb (π₯29 Β· β 1.8K Β· π€) - Integration of IPython pdb. BSD-3
+ipdb (π₯30 Β· β 1.8K Β· π€) - Integration of IPython pdb. BSD-3
-- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 58 Β· π 140 Β· π¦ 54K Β· π 190 - 32% open Β· β±οΈ 03.08.2023):
+- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 58 Β· π 150 Β· π¦ 54K Β· π 190 - 32% open Β· β±οΈ 03.08.2023):
```
git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/ipdb) (π₯ 3.2M / month):
+- [PyPi](https://pypi.org/project/ipdb) (π₯ 3.1M / month Β· π¦ 9K Β· β±οΈ 09.03.2023):
```
pip install ipdb
```
@@ -1775,30 +1842,42 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge ipdb
```
icecream (π₯27 Β· β 8.3K) - Never use print() to debug again. MIT
+gdbgui (π₯29 Β· β 9.7K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
+
+- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 45 Β· π 550 Β· π₯ 17K Β· π¦ 380 Β· π 320 - 46% open Β· β±οΈ 18.10.2023):
+
+ ```
+ git clone https://github.com/cs01/gdbgui
+ ```
+- [PyPi](https://pypi.org/project/gdbgui) (π₯ 19K / month Β· π¦ 3 Β· β±οΈ 18.10.2023):
+ ```
+ pip install gdbgui
+ ```
+icecream (π₯29 Β· β 8.3K) - Never use print() to debug again. MIT
-- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 21 Β· π 180 Β· π¦ 21 Β· π 120 - 42% open Β· β±οΈ 01.02.2024):
+- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 21 Β· π 180 Β· π¦ 21 Β· π 140 - 49% open Β· β±οΈ 01.02.2024):
```
git clone https://github.com/gruns/icecream
```
-- [PyPi](https://pypi.org/project/icecream) (π₯ 1.2M / month):
+- [PyPi](https://pypi.org/project/icecream) (π₯ 980K / month Β· π¦ 180 Β· β±οΈ 21.07.2022):
```
pip install icecream
```
-- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 33K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 34K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge icecream
```
python-hunter (π₯21 Β· β 780 Β· π€) - Hunter is a flexible code tracing toolkit. BSD-2
+python-hunter (π₯22 Β· β 780 Β· π€) - Hunter is a flexible code tracing toolkit. BSD-2
- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 9 Β· π 45 Β· π¦ 170 Β· π 97 - 44% open Β· β±οΈ 26.04.2023):
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 14K / month):
+- [PyPi](https://pypi.org/project/hunter) (π₯ 12K / month Β· π¦ 25 Β· β±οΈ 26.04.2023):
```
pip install hunter
```
@@ -1807,6 +1886,18 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge hunter
```
pyrasite (π₯21 Β· β 2.8K) - Inject code into running Python processes. βοΈGPL-3.0
+
+- [GitHub](https://github.com/lmacken/pyrasite) (π¨βπ» 24 Β· π 200 Β· π¦ 56 Β· π 57 - 71% open Β· β±οΈ 08.10.2023):
+
+ ```
+ git clone https://github.com/lmacken/pyrasite
+ ```
+- [PyPi](https://pypi.org/project/pyrasite) (π₯ 6.7K / month Β· π¦ 6 Β· β±οΈ 09.05.2012):
+ ```
+ pip install pyrasite
+ ```
+python-manhole (π₯21 Β· β 360) - Debugging manhole for python applications. BSD-2
- [GitHub](https://github.com/ionelmc/python-manhole) (π¨βπ» 11 Β· π 23 Β· π¦ 280 Β· π 22 - 31% open Β· β±οΈ 18.12.2023):
@@ -1814,7 +1905,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/ionelmc/python-manhole
```
-- [PyPi](https://pypi.org/project/manhole) (π₯ 23K / month):
+- [PyPi](https://pypi.org/project/manhole) (π₯ 25K / month Β· π¦ 37 Β· β±οΈ 08.04.2021):
```
pip install manhole
```
@@ -1823,47 +1914,34 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge manhole
```
pyrasite (π₯20 Β· β 2.8K) - Inject code into running Python processes. βοΈGPL-3.0
+Birdseye (π₯20 Β· β 1.6K) - Graphical Python debugger which lets you easily view the values of all.. MIT
-- [GitHub](https://github.com/lmacken/pyrasite) (π¨βπ» 24 Β· π 200 Β· π¦ 56 Β· π 57 - 71% open Β· β±οΈ 08.10.2023):
-
- ```
- git clone https://github.com/lmacken/pyrasite
- ```
-- [PyPi](https://pypi.org/project/pyrasite) (π₯ 6.5K / month):
- ```
- pip install pyrasite
- ```
-Birdseye (π₯17 Β· β 1.6K) - Graphical Python debugger which lets you easily view the values of all.. MIT
-
-- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 10 Β· π 72 Β· π 57 - 36% open Β· β±οΈ 16.10.2023):
+- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 10 Β· π 74 Β· π 57 - 36% open Β· β±οΈ 16.10.2023):
```
git clone https://github.com/alexmojaki/birdseye
```
-- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.1K / month):
+- [PyPi](https://pypi.org/project/birdseye) (π₯ 1K / month Β· π¦ 4 Β· β±οΈ 16.10.2023):
```
pip install birdseye
```
reloadium (π₯16 Β· β 2.7K) - Hot Reloading and Profiling for Python. Apache-2
+reloadium (π₯19 Β· β 2.7K) - Hot Reloading and Profiling for Python. Apache-2
-- [GitHub](https://github.com/reloadware/reloadium) (π¨βπ» 3 Β· π 54 Β· π 130 - 12% open Β· β±οΈ 20.02.2024):
+- [GitHub](https://github.com/reloadware/reloadium) (π¨βπ» 3 Β· π 58 Β· π 130 - 12% open Β· β±οΈ 20.02.2024):
```
git clone https://github.com/reloadware/reloadium
```
-- [PyPi](https://pypi.org/project/reloadium) (π₯ 6K / month):
+- [PyPi](https://pypi.org/project/reloadium) (π₯ 2.8K / month Β· β±οΈ 20.02.2024):
```
pip install reloadium
```
Show 4 hidden projects...
+Show 3 hidden projects...
-- pudb (π₯30 Β· β 2.8K) - Full-screen console debugger for Python. βUnlicensed
-- pyelftools (π₯30 Β· β 1.9K) - Parsing ELF and DWARF in Python. βUnlicensed
-- pdbpp (π₯28 Β· β 1.2K Β· π) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
+- pudb (π₯30 Β· β 2.9K) - Full-screen console debugger for Python. βUnlicensed
+- pdbpp (π₯29 Β· β 1.2K Β· π) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
- snoop (π₯24 Β· β 1.2K Β· π) - A powerful set of Python debugging tools, based on PySnooper. MIT
@@ -1878,28 +1956,44 @@ This curated list contains 270 awesome open-source projects with a total of 930K
pytest (π₯48 Β· β 11K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 950 Β· π 2.4K Β· π₯ 73 Β· π¦ 1.2M Β· π 5.6K - 13% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 950 Β· π 2.5K Β· π₯ 82 Β· π¦ 1.2M Β· π 5.7K - 14% open Β· β±οΈ 25.03.2024):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (π₯ 110M / month):
+- [PyPi](https://pypi.org/project/pytest) (π₯ 120M / month Β· π¦ 25K Β· β±οΈ 09.03.2024):
```
pip install pytest
```
-- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 24M Β· β±οΈ 09.03.2024):
+- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 25M Β· β±οΈ 09.03.2024):
```
conda install -c conda-forge pytest
```
robotframework (π₯41 Β· β 8.9K) - Generic automation framework for acceptance testing and RPA. Apache-2
+hypothesis (π₯42 Β· β 7.2K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
-- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 200 Β· π 2.2K Β· π₯ 550 Β· π¦ 10K Β· π 4.4K - 5% open Β· β±οΈ 17.03.2024):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 330 Β· π 570 Β· π¦ 26K Β· π 1.5K - 2% open Β· β±οΈ 24.03.2024):
+
+ ```
+ git clone https://github.com/HypothesisWorks/hypothesis
+ ```
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 7M / month Β· π¦ 2.4K Β· β±οΈ 24.03.2024):
+ ```
+ pip install hypothesis
+ ```
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 8.5M Β· β±οΈ 24.03.2024):
+ ```
+ conda install -c conda-forge hypothesis
+ ```
+robotframework (π₯41 Β· β 9K) - Generic automation framework for acceptance testing and RPA. Apache-2
+
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 200 Β· π 2.2K Β· π₯ 550 Β· π¦ 10K Β· π 4.4K - 6% open Β· β±οΈ 22.03.2024):
```
git clone https://github.com/robotframework/robotframework
```
-- [PyPi](https://pypi.org/project/robotframework) (π₯ 2.5M / month):
+- [PyPi](https://pypi.org/project/robotframework) (π₯ 2.4M / month Β· π¦ 1.2K Β· β±οΈ 11.01.2024):
```
pip install robotframework
```
@@ -1908,30 +2002,46 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge robotframework
```
tox (π₯39 Β· β 3.5K) - Command line driven CI frontend and development task automation tool. MIT
+tox (π₯40 Β· β 3.5K) - Command line driven CI frontend and development task automation tool. MIT
-- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 300 Β· π 490 Β· π¦ 110K Β· π 1.7K - 5% open Β· β±οΈ 18.03.2024):
+- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 300 Β· π 490 Β· π¦ 110K Β· π 1.7K - 5% open Β· β±οΈ 25.03.2024):
```
git clone https://github.com/tox-dev/tox
```
-- [PyPi](https://pypi.org/project/tox) (π₯ 15M / month Β· π¦ 23K Β· β±οΈ 06.03.2024):
+- [PyPi](https://pypi.org/project/tox) (π₯ 15M / month Β· π¦ 23K Β· β±οΈ 22.03.2024):
```
pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 880K Β· β±οΈ 06.03.2024):
+- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 880K Β· β±οΈ 23.03.2024):
```
conda install -c conda-forge tox
```
pytest-cov (π₯38 Β· β 1.6K) - Coverage plugin for pytest. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 89 Β· π 210 Β· π¦ 310K Β· π 390 - 36% open Β· β±οΈ 24.03.2024):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-cov
+ ```
+- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 45M / month Β· π¦ 37K Β· β±οΈ 24.03.2024):
+ ```
+ pip install pytest-cov
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 10M Β· β±οΈ 26.03.2024):
+ ```
+ conda install -c conda-forge pytest-cov
+ ```
+pytest-xdist (π₯38 Β· β 1.3K) - pytest plugin for distributed testing and loop-on-failures.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 100 Β· π 220 Β· π₯ 20 Β· π¦ 95K Β· π 610 - 40% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 100 Β· π 220 Β· π₯ 20 Β· π¦ 96K Β· π 610 - 41% open Β· β±οΈ 19.03.2024):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 20M / month Β· π¦ 5.7K Β· β±οΈ 21.11.2023):
+- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 21M / month Β· π¦ 5.7K Β· β±οΈ 21.11.2023):
```
pip install pytest-xdist
```
@@ -1942,40 +2052,24 @@ This curated list contains 270 awesome open-source projects with a total of 930K
playwright-python (π₯37 Β· β 10K) - Python version of the Playwright testing and automation.. Apache-2
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 37 Β· π 790 Β· π¦ 14K Β· π 1.3K - 3% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 37 Β· π 790 Β· π¦ 14K Β· π 1.3K - 3% open Β· β±οΈ 27.03.2024):
```
git clone https://github.com/microsoft/playwright-python
```
-- [PyPi](https://pypi.org/project/playwright) (π₯ 2.9M / month Β· π¦ 520 Β· β±οΈ 06.03.2024):
+- [PyPi](https://pypi.org/project/playwright) (π₯ 3M / month Β· π¦ 520 Β· β±οΈ 06.03.2024):
```
pip install playwright
```
pytest-cov (π₯37 Β· β 1.6K) - Coverage plugin for pytest. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 88 Β· π 200 Β· π¦ 300K Β· π 400 - 38% open Β· β±οΈ 19.03.2024):
-
- ```
- git clone https://github.com/pytest-dev/pytest-cov
- ```
-- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 43M / month Β· π¦ 37K Β· β±οΈ 24.05.2023):
- ```
- pip install pytest-cov
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 10M Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge pytest-cov
- ```
-pytest-asyncio (π₯37 Β· β 1.3K) - Asyncio support for pytest. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 46 Β· π 130 Β· π₯ 940 Β· π¦ 92K Β· π 300 - 13% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 46 Β· π 140 Β· π₯ 1.2K Β· π¦ 92K Β· π 310 - 14% open Β· β±οΈ 19.03.2024):
```
git clone https://github.com/pytest-dev/pytest-asyncio
```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 12M / month):
+- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 12M / month Β· π¦ 2K Β· β±οΈ 19.03.2024):
```
pip install pytest-asyncio
```
@@ -1984,14 +2078,14 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pytest-asyncio
```
pyautogui (π₯35 Β· β 9.4K Β· π€) - A cross-platform GUI automation Python module for human beings... BSD-3
+pyautogui (π₯36 Β· β 9.4K Β· π€) - A cross-platform GUI automation Python module for human beings... BSD-3
-- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 52 Β· π 1.2K Β· π¦ 33K Β· π 680 - 66% open Β· β±οΈ 07.06.2023):
+- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 52 Β· π 1.2K Β· π¦ 33K Β· π 730 - 68% open Β· β±οΈ 07.06.2023):
```
git clone https://github.com/asweigart/pyautogui
```
-- [PyPi](https://pypi.org/project/pyautogui) (π₯ 680K / month):
+- [PyPi](https://pypi.org/project/pyautogui) (π₯ 680K / month Β· π¦ 930 Β· β±οΈ 24.05.2023):
```
pip install pyautogui
```
@@ -2000,30 +2094,46 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pyautogui
```
freezegun (π₯35 Β· β 4K) - Let your Python tests travel through time. Apache-2
+
+- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 120 Β· π 270 Β· π₯ 13 Β· π 330 - 41% open Β· β±οΈ 18.03.2024):
+
+ ```
+ git clone https://github.com/spulec/freezegun
+ ```
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 11M / month Β· π¦ 4.7K Β· β±οΈ 19.12.2023):
+ ```
+ pip install freezegun
+ ```
+- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 1.5M Β· β±οΈ 19.12.2023):
+ ```
+ conda install -c conda-forge freezegun
+ ```
+pytest-mock (π₯35 Β· β 1.7K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 69 Β· π 140 Β· π₯ 18 Β· π¦ 76K Β· π 150 - 9% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 71 Β· π 140 Β· π₯ 18 Β· π¦ 77K Β· π 150 - 7% open Β· β±οΈ 26.03.2024):
```
git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 20M / month Β· π¦ 5.8K Β· β±οΈ 19.10.2023):
+- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 20M / month Β· π¦ 5.8K Β· β±οΈ 21.03.2024):
```
pip install pytest-mock
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 2.5M Β· β±οΈ 19.10.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 2.5M Β· β±οΈ 22.03.2024):
```
conda install -c conda-forge pytest-mock
```
mimesis (π₯34 Β· β 4.3K) - Mimesis is a powerful Python library that empowers developers to generate.. MIT
-- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 120 Β· π 320 Β· π₯ 560 Β· π¦ 1.7K Β· π 340 - 2% open Β· β±οΈ 05.03.2024):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 120 Β· π 320 Β· π₯ 560 Β· π¦ 1.7K Β· π 340 - 2% open Β· β±οΈ 25.03.2024):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (π₯ 200K / month):
+- [PyPi](https://pypi.org/project/mimesis) (π₯ 200K / month Β· π¦ 77 Β· β±οΈ 27.02.2024):
```
pip install mimesis
```
@@ -2034,12 +2144,12 @@ This curated list contains 270 awesome open-source projects with a total of 930K
pytest-bdd (π₯34 Β· β 1.3K) - BDD library for the py.test runner. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 61 Β· π 210 Β· π¦ 3.4K Β· π 360 - 40% open Β· β±οΈ 17.03.2024):
+- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 61 Β· π 210 Β· π¦ 3.4K Β· π 360 - 39% open Β· β±οΈ 17.03.2024):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
-- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 1.2M / month Β· π¦ 190 Β· β±οΈ 17.03.2024):
+- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 1.3M / month Β· π¦ 190 Β· β±οΈ 17.03.2024):
```
pip install pytest-bdd
```
@@ -2048,20 +2158,20 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pytest-bdd
```
nose2 (π₯34 Β· β 770) - The successor to nose, based on unittest2. BSD-2
+nox (π₯33 Β· β 1.2K) - Flexible test automation for Python. Apache-2
-- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 77 Β· π 140 Β· π¦ 25K Β· π 270 - 18% open Β· β±οΈ 31.01.2024):
+- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 95 Β· π 140 Β· π¦ 5.1K Β· π 350 - 16% open Β· β±οΈ 08.03.2024):
```
- git clone https://github.com/nose-devs/nose2
+ git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nose2) (π₯ 860K / month Β· π¦ 1.1K Β· β±οΈ 28.01.2024):
+- [PyPi](https://pypi.org/project/nox) (π₯ 2.3M / month Β· π¦ 490 Β· β±οΈ 03.03.2024):
```
- pip install nose2
+ pip install nox
```
-- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 130K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 270K Β· β±οΈ 22.03.2024):
```
- conda install -c conda-forge nose2
+ conda install -c conda-forge nox
```
asv (π₯33 Β· β 830) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
@@ -2080,84 +2190,84 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge asv
```
pytest-sugar (π₯32 Β· β 1.2K) - a plugin for py.test that changes the default look and feel.. BSD-3
+nose2 (π₯33 Β· β 770) - The successor to nose, based on unittest2. BSD-2
-- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 53 Β· π 73 Β· π₯ 16 Β· π¦ 24K Β· π 120 - 19% open Β· β±οΈ 12.02.2024):
+- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 77 Β· π 140 Β· π¦ 25K Β· π 270 - 18% open Β· β±οΈ 31.01.2024):
```
- git clone https://github.com/Teemu/pytest-sugar
+ git clone https://github.com/nose-devs/nose2
```
-- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 2M / month Β· π¦ 2.9K Β· β±οΈ 01.02.2024):
+- [PyPi](https://pypi.org/project/nose2) (π₯ 900K / month Β· π¦ 1.1K Β· β±οΈ 28.01.2024):
```
- pip install pytest-sugar
+ pip install nose2
```
-- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 230K Β· β±οΈ 05.02.2024):
+- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 130K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge pytest-sugar
+ conda install -c conda-forge nose2
```
nox (π₯32 Β· β 1.2K) - Flexible test automation for Python. Apache-2
+pytest-html (π₯33 Β· β 650) - Plugin for generating HTML reports for pytest results. MIT
-- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 95 Β· π 140 Β· π¦ 5.1K Β· π 350 - 16% open Β· β±οΈ 08.03.2024):
+- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 55 Β· π 260 Β· π¦ 45K Β· π 400 - 36% open Β· β±οΈ 02.02.2024):
```
- git clone https://github.com/theacodes/nox
+ git clone https://github.com/pytest-dev/pytest-html
```
-- [PyPi](https://pypi.org/project/nox) (π₯ 2.2M / month):
+- [PyPi](https://pypi.org/project/pytest-html) (π₯ 7.6M / month Β· π¦ 840 Β· β±οΈ 07.11.2023):
```
- pip install nox
+ pip install pytest-html
```
-- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 270K Β· β±οΈ 10.03.2024):
+- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 510K Β· β±οΈ 23.11.2023):
```
- conda install -c conda-forge nox
+ conda install -c conda-forge pytest-html
```
coveralls-python (π₯30 Β· β 550 Β· π€) - Show coverage stats online via coveralls.io. MIT
+pytest-sugar (π₯32 Β· β 1.2K) - a plugin for py.test that changes the default look and feel.. BSD-3
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 64 Β· π 180 Β· π¦ 33K Β· π 160 - 10% open Β· β±οΈ 14.08.2023):
+- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 53 Β· π 73 Β· π₯ 17 Β· π¦ 24K Β· π 120 - 18% open Β· β±οΈ 12.02.2024):
```
- git clone https://github.com/TheKevJames/coveralls-python
+ git clone https://github.com/Teemu/pytest-sugar
```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 760K / month):
+- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 1.9M / month Β· π¦ 2.9K Β· β±οΈ 01.02.2024):
```
- pip install coveralls
+ pip install pytest-sugar
```
-- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 1.1M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 230K Β· β±οΈ 05.02.2024):
```
- conda install -c conda-forge coveralls
+ conda install -c conda-forge pytest-sugar
```
ddt (π₯30 Β· β 430) - Data-Driven Tests for Python Unittest. MIT
+factory_boy (π₯31 Β· β 3.4K) - A test fixtures replacement for Python. MIT
-- [GitHub](https://github.com/datadriventests/ddt) (π¨βπ» 38 Β· π 110 Β· π¦ 5.6K Β· π 53 - 13% open Β· β±οΈ 26.02.2024):
+- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 130 Β· π 380 Β· π 610 - 32% open Β· β±οΈ 18.03.2024):
```
- git clone https://github.com/datadriventests/ddt
+ git clone https://github.com/FactoryBoy/factory_boy
```
-- [PyPi](https://pypi.org/project/ddt) (π₯ 620K / month):
+- [PyPi](https://pypi.org/project/factory_boy) (π₯ 4.3M / month Β· π¦ 850 Β· β±οΈ 19.07.2023):
```
- pip install ddt
+ pip install factory_boy
```
-- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 92K Β· β±οΈ 26.02.2024):
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 140K Β· β±οΈ 19.07.2023):
```
- conda install -c conda-forge ddt
+ conda install -c conda-forge factory_boy
```
freezegun (π₯29 Β· β 3.9K Β· π) - Let your Python tests travel through time. Apache-2
+coveralls-python (π₯30 Β· β 550 Β· π€) - Show coverage stats online via coveralls.io. MIT
-- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 120 Β· π 250 Β· π₯ 13 Β· π 300 - 35% open Β· β±οΈ 18.03.2024):
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 64 Β· π 190 Β· π¦ 33K Β· π 170 - 15% open Β· β±οΈ 14.08.2023):
```
- git clone https://github.com/spulec/freezegun
+ git clone https://github.com/TheKevJames/coveralls-python
```
-- [PyPi](https://pypi.org/project/freezegun) (π₯ 11M / month):
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 840K / month Β· π¦ 9.6K Β· β±οΈ 11.11.2021):
```
- pip install freezegun
+ pip install coveralls
```
-- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 1.5M Β· β±οΈ 19.12.2023):
+- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 1.1M Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge freezegun
+ conda install -c conda-forge coveralls
```
pytest-testinfra (π₯29 Β· β 2.3K) - Testinfra test your infrastructures. Apache-2
@@ -2167,7 +2277,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 450K / month Β· π¦ 11 Β· β±οΈ 15.02.2024):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 460K / month Β· π¦ 11 Β· β±οΈ 15.02.2024):
```
pip install pytest-testinfra
```
@@ -2183,7 +2293,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 2.4M / month Β· π¦ 790 Β· β±οΈ 25.10.2022):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 2.4M / month Β· π¦ 800 Β· β±οΈ 25.10.2022):
```
pip install pytest-benchmark
```
@@ -2192,14 +2302,46 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pytest-benchmark
```
pytest-testmon (π₯27 Β· β 770) - Selects tests affected by changed files. Executes the right.. MIT
+green (π₯29 Β· β 780) - Green is a clean, colorful, fast python test runner. MIT
+
+- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 39 Β· π 79 Β· π 190 - 4% open Β· β±οΈ 15.02.2024):
+
+ ```
+ git clone https://github.com/CleanCut/green
+ ```
+- [PyPi](https://pypi.org/project/green) (π₯ 17K / month Β· π¦ 240 Β· β±οΈ 15.02.2024):
+ ```
+ pip install green
+ ```
+- [Conda](https://anaconda.org/conda-forge/green) (π₯ 130K Β· β±οΈ 28.09.2023):
+ ```
+ conda install -c conda-forge green
+ ```
+ddt (π₯29 Β· β 430) - Data-Driven Tests for Python Unittest. MIT
-- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 25 Β· π 50 Β· π¦ 1.2K Β· π 150 - 17% open Β· β±οΈ 27.02.2024):
+- [GitHub](https://github.com/datadriventests/ddt) (π¨βπ» 38 Β· π 110 Β· π¦ 5.6K Β· π 57 - 19% open Β· β±οΈ 26.02.2024):
+
+ ```
+ git clone https://github.com/datadriventests/ddt
+ ```
+- [PyPi](https://pypi.org/project/ddt) (π₯ 630K / month):
+ ```
+ pip install ddt
+ ```
+- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 92K Β· β±οΈ 26.02.2024):
+ ```
+ conda install -c conda-forge ddt
+ ```
+pytest-testmon (π₯27 Β· β 780) - Selects tests affected by changed files. Executes the right.. MIT
+
+- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 25 Β· π 53 Β· π¦ 1.2K Β· π 160 - 19% open Β· β±οΈ 27.02.2024):
```
git clone https://github.com/tarpas/pytest-testmon
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 210K / month):
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 220K / month Β· π¦ 14 Β· β±οΈ 27.02.2024):
```
pip install pytest-testmon
```
@@ -2210,7 +2352,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
pytest-randomly (π₯27 Β· β 580) - Pytest plugin to randomly order tests and control random.seed. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 20 Β· π 29 Β· π¦ 8.1K Β· π 62 - 11% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 20 Β· π 29 Β· π¦ 8.1K Β· π 62 - 11% open Β· β±οΈ 26.03.2024):
```
git clone https://github.com/pytest-dev/pytest-randomly
@@ -2240,64 +2382,48 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pytest-mypy
```
factory_boy (π₯26 Β· β 3.4K) - A test fixtures replacement for Python. MIT
+Mamba Test Runner (π₯26 Β· β 520) - The definitive testing tool for Python. Born under the banner.. MIT
-- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 130 Β· π 370 Β· π 570 - 29% open Β· β±οΈ 18.03.2024):
-
- ```
- git clone https://github.com/FactoryBoy/factory_boy
- ```
-- [PyPi](https://pypi.org/project/factory_boy) (π₯ 4.2M / month):
- ```
- pip install factory_boy
- ```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 140K Β· β±οΈ 19.07.2023):
- ```
- conda install -c conda-forge factory_boy
- ```
-Mamba Test Runner (π₯26 Β· β 510) - The definitive testing tool for Python. Born under the banner.. MIT
-
-- [GitHub](https://github.com/nestorsalceda/mamba) (π¨βπ» 23 Β· π 64 Β· π¦ 930 Β· π 81 - 35% open Β· β±οΈ 09.11.2023):
+- [GitHub](https://github.com/nestorsalceda/mamba) (π¨βπ» 23 Β· π 64 Β· π¦ 940 Β· π 100 - 50% open Β· β±οΈ 09.11.2023):
```
git clone https://github.com/nestorsalceda/mamba
```
-- [PyPi](https://pypi.org/project/mamba) (π₯ 8.8K / month):
+- [PyPi](https://pypi.org/project/mamba) (π₯ 9.5K / month Β· π¦ 130 Β· β±οΈ 09.11.2023):
```
pip install mamba
```
green (π₯25 Β· β 780) - Green is a clean, colorful, fast python test runner. MIT
+xdoctest (π₯24 Β· β 200) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
-- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 39 Β· π 73 Β· π 180 - 3% open Β· β±οΈ 15.02.2024):
+- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 9 Β· π 10 Β· π 49 - 42% open Β· β±οΈ 30.01.2024):
```
- git clone https://github.com/CleanCut/green
+ git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/green) (π₯ 17K / month):
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 240K / month Β· π¦ 120 Β· β±οΈ 30.01.2024):
```
- pip install green
+ pip install xdoctest
```
-- [Conda](https://anaconda.org/conda-forge/green) (π₯ 130K Β· β±οΈ 28.09.2023):
+- [Conda](https://anaconda.org/conda-forge/xdoctest) (π₯ 210K Β· β±οΈ 30.01.2024):
```
- conda install -c conda-forge green
+ conda install -c conda-forge xdoctest
```
xdoctest (π₯24 Β· β 200) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
+pytest-datadir (π₯23 Β· β 230) - pytest plugin for manipulating test data directories and.. MIT
-- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 9 Β· π 10 Β· π 49 - 42% open Β· β±οΈ 30.01.2024):
+- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 11 Β· π 22 Β· π₯ 4 Β· π¦ 1.6K Β· π 20 - 30% open Β· β±οΈ 18.03.2024):
```
- git clone https://github.com/Erotemic/xdoctest
+ git clone https://github.com/gabrielcnr/pytest-datadir
```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 230K / month Β· π¦ 120 Β· β±οΈ 30.01.2024):
+- [PyPi](https://pypi.org/project/pytest-datadir) (π₯ 330K / month Β· π¦ 140 Β· β±οΈ 03.10.2023):
```
- pip install xdoctest
+ pip install pytest-datadir
```
-- [Conda](https://anaconda.org/conda-forge/xdoctest) (π₯ 210K Β· β±οΈ 30.01.2024):
+- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (π₯ 240K Β· β±οΈ 03.10.2023):
```
- conda install -c conda-forge xdoctest
+ conda install -c conda-forge pytest-datadir
```
pytest-docker (π₯22 Β· β 390) - Docker-based integration tests. MIT
@@ -2312,21 +2438,18 @@ This curated list contains 270 awesome open-source projects with a total of 930K
pip install pytest-docker
```
Show 13 hidden projects...
+Show 10 hidden projects...
-- hypothesis (π₯38 Β· β 7.2K) - Hypothesis is a powerful, flexible, and easy to use library.. βUnlicensed
- nose (π₯33 Β· β 1.4K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
-- pytest-html (π₯31 Β· β 650) - Plugin for generating HTML reports for pytest results. βUnlicensed βUnlicensed
- uiautomator (π₯26 Β· β 2K Β· π) - Python wrapper of Android uiautomator test tool. MIT
+- pytest-watch (π₯25 Β· β 720 Β· π) - Local continuous test runner with pytest and watchdog. MIT MIT MIT BSD-2
- pytest-plugins (π₯20 Β· β 540 Β· π) - A grab-bag of nifty pytest plugins. MIT
-- pytest-datadir (π₯20 Β· β 230) - pytest plugin for manipulating test data directories.. βUnlicensed BSD-3
- fake2db (π₯18 Β· β 2.3K Β· π) - create custom test databases that are populated with fake data. βοΈGPL-2.0
-- assertpy (π₯13 Β· β 19 Β· π) - Simple assertion library for unit testing in python with a fluent API. BSD-3
-- pytest-play (π₯11 Β· β 68 Β· π) - pytest plugin that let you automate actions and.. Apache-2 Apache-2
@@ -2336,93 +2459,133 @@ This curated list contains 270 awesome open-source projects with a total of 930K
π Python.org Packaging - An Overview of Packaging for Python.
-pyinstaller (π₯42 Β· β 11K Β· π) - Freeze (package) Python programs into stand-alone.. βοΈGPL-2.0
+pyinstaller (π₯42 Β· β 11K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 470 Β· π 1.8K Β· π₯ 740K Β· π¦ 56K Β· π 5.2K - 5% open Β· β±οΈ 21.03.2024):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 470 Β· π 1.9K Β· π₯ 740K Β· π¦ 56K Β· π 5.2K - 5% open Β· β±οΈ 27.03.2024):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 2.2M / month):
+- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 2.3M / month Β· π¦ 450 Β· β±οΈ 09.03.2024):
```
pip install pyinstaller
```
-- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 530K Β· β±οΈ 10.03.2024):
+- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 540K Β· β±οΈ 10.03.2024):
```
conda install -c conda-forge pyinstaller
```
Nuitka (π₯38 Β· β 11K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
+Nuitka (π₯40 Β· β 11K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
-- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 170 Β· π 570 Β· π¦ 1.9K Β· π 2.2K - 5% open Β· β±οΈ 18.03.2024):
+- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 170 Β· π 570 Β· π¦ 1.9K Β· π 2.2K - 5% open Β· β±οΈ 28.03.2024):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 120K / month):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 120K / month Β· π¦ 72 Β· β±οΈ 28.03.2024):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 630K Β· β±οΈ 14.03.2024):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 630K Β· β±οΈ 22.03.2024):
```
conda install -c conda-forge nuitka
```
packaging (π₯38 Β· β 580) - Core utilities for Python packages. Apache-2
+
+- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 110 Β· π 230 Β· π₯ 790 Β· π¦ 1.1M Β· π 370 - 21% open Β· β±οΈ 11.03.2024):
+
+ ```
+ git clone https://github.com/pypa/packaging
+ ```
+- [PyPi](https://pypi.org/project/packaging) (π₯ 330M / month Β· π¦ 20K Β· β±οΈ 10.03.2024):
+ ```
+ pip install packaging
+ ```
+- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 44M Β· β±οΈ 10.03.2024):
+ ```
+ conda install -c conda-forge packaging
+ ```
+pex (π₯33 Β· β 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
-- [GitHub](https://github.com/pex-tool/pex) (π¨βπ» 120 Β· π 240 Β· π₯ 3.8M Β· π¦ 570 Β· π 1.1K - 13% open Β· β±οΈ 17.03.2024):
+- [GitHub](https://github.com/pex-tool/pex) (π¨βπ» 120 Β· π 250 Β· π₯ 3.9M Β· π¦ 570 Β· π 1.1K - 13% open Β· β±οΈ 22.03.2024):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (π₯ 1.4M / month):
+- [PyPi](https://pypi.org/project/pex) (π₯ 1.4M / month Β· π¦ 140 Β· β±οΈ 29.02.2024):
```
pip install pex
```
briefcase (π₯32 Β· β 2.3K) - Tools to support converting a Python project into a standalone.. BSD-3
-- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 140 Β· π 310 Β· π₯ 250 Β· π¦ 530 Β· π 710 - 16% open Β· β±οΈ 17.03.2024):
+- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 140 Β· π 310 Β· π₯ 260 Β· π¦ 540 Β· π 720 - 17% open Β· β±οΈ 25.03.2024):
```
git clone https://github.com/beeware/briefcase
```
-- [PyPi](https://pypi.org/project/briefcase) (π₯ 7.4K / month):
+- [PyPi](https://pypi.org/project/briefcase) (π₯ 7.2K / month Β· π¦ 19 Β· β±οΈ 06.02.2024):
```
pip install briefcase
```
py2app (π₯28 Β· β 310 Β· π€) - py2app is a Python setuptools command which will allow you to make.. MIT
+cx_Freeze (π₯32 Β· β 1.2K) - Create standalone executables from Python scripts, with the.. Python-2.0
+
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 110 Β· π 210 Β· π 920 - 6% open Β· β±οΈ 28.03.2024):
+
+ ```
+ git clone https://github.com/marcelotduarte/cx_Freeze
+ ```
+- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 140K / month Β· π¦ 62 Β· β±οΈ 23.03.2024):
+ ```
+ pip install cx_freeze
+ ```
+- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 290K Β· β±οΈ 16.03.2024):
+ ```
+ conda install -c conda-forge cx_freeze
+ ```
+py2app (π₯28 Β· β 310 Β· π€) - py2app is a Python setuptools command which will allow you to make.. MIT
- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 31 Β· π 35 Β· π¦ 4.7K Β· π 490 - 37% open Β· β±οΈ 16.04.2023):
```
git clone https://github.com/ronaldoussoren/py2app
```
-- [PyPi](https://pypi.org/project/py2app) (π₯ 31K / month Β· π¦ 830 Β· β±οΈ 26.01.2024):
+- [PyPi](https://pypi.org/project/py2app) (π₯ 32K / month Β· π¦ 830 Β· β±οΈ 26.01.2024):
```
pip install py2app
```
cx_Freeze (π₯27 Β· β 1.2K) - Create standalone executables from Python scripts, with the.. βUnlicensed
+shiv (π₯25 Β· β 1.7K) - shiv is a command line utility for building fully self contained Python.. BSD-2
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 110 Β· π 200 Β· π 920 - 5% open Β· β±οΈ 21.03.2024):
+- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 41 Β· π 95 Β· π₯ 730 Β· π 130 - 40% open Β· β±οΈ 05.02.2024):
```
- git clone https://github.com/marcelotduarte/cx_Freeze
+ git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 140K / month):
+- [PyPi](https://pypi.org/project/shiv) (π₯ 31K / month Β· π¦ 14 Β· β±οΈ 05.02.2024):
```
- pip install cx_freeze
+ pip install shiv
```
-- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 290K Β· β±οΈ 16.03.2024):
+constructor (π₯25 Β· β 430) - tool for creating installers from conda packages. BSD-3
+
+- [GitHub](https://github.com/conda/constructor) (π¨βπ» 70 Β· π 170 Β· π₯ 280 Β· π¦ 18 Β· π 350 - 9% open Β· β±οΈ 11.03.2024):
+
```
- conda install -c conda-forge cx_freeze
+ git clone https://github.com/conda/constructor
+ ```
+- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 9.9K Β· β±οΈ 01.02.2024):
+ ```
+ conda install -c anaconda constructor
```
py2exe (π₯24 Β· β 740) - Create standalone Windows programs from Python code. MIT
-- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 20 Β· π 88 Β· π₯ 16K Β· π¦ 2K Β· π 160 - 11% open Β· β±οΈ 08.10.2023):
+- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 20 Β· π 89 Β· π₯ 17K Β· π¦ 2K Β· π 160 - 11% open Β· β±οΈ 08.10.2023):
```
git clone https://github.com/py2exe/py2exe
@@ -2432,27 +2595,24 @@ This curated list contains 270 awesome open-source projects with a total of 930K
pip install py2exe
```
shiv (π₯23 Β· β 1.7K) - shiv is a command line utility for building fully self contained Python.. BSD-2
+xar (π₯20 Β· β 1.6K) - executable archive format. BSD-3
-- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 41 Β· π 90 Β· π₯ 730 Β· π 120 - 35% open Β· β±οΈ 05.02.2024):
+- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 44 Β· π 55 Β· π¦ 29 Β· π 33 - 24% open Β· β±οΈ 28.12.2023):
```
- git clone https://github.com/linkedin/shiv
+ git clone https://github.com/facebookincubator/xar
```
-- [PyPi](https://pypi.org/project/shiv) (π₯ 32K / month):
+- [PyPi](https://pypi.org/project/xar) (π₯ 440 / month Β· β±οΈ 02.12.2020):
```
- pip install shiv
+ pip install xar
```
Show 7 hidden projects...
+Show 4 hidden projects...
-- packaging (π₯36 Β· β 580) - Core utilities for Python packages. βUnlicensed
-- PyOxidizer (π₯27 Β· β 5.1K Β· π) - A modern Python application packaging and distribution tool. MPL-2.0
-- constructor (π₯23 Β· β 430) - tool for creating installers from conda packages. βUnlicensed
-- pynsist (π₯19 Β· β 860 Β· π) - Build Windows installers for Python applications. βUnlicensed
-- xar (π₯17 Β· β 1.6K) - executable archive format. βUnlicensed
+- PyOxidizer (π₯28 Β· β 5.2K Β· π) - A modern Python application packaging and distribution tool. MPL-2.0
+- pynsist (π₯23 Β· β 860 Β· π) - Build Windows installers for Python applications. MIT
- subpar (π₯13 Β· β 570 Β· π) - Subpar is a utility for creating self-contained python.. Apache-2
-- pyship (π₯9 Β· β 37 Β· π€) - pyship - ship Python desktop apps to end users. MIT
+- pyship (π₯11 Β· β 38 Β· π€) - pyship - ship Python desktop apps to end users. MIT
@@ -2476,14 +2636,14 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge setuptools
```
twine (π₯38 Β· β 1.5K) - Utilities for interacting with PyPI. Apache-2
+twine (π₯39 Β· β 1.5K) - Utilities for interacting with PyPI. Apache-2
-- [GitHub](https://github.com/pypa/twine) (π¨βπ» 120 Β· π 290 Β· π₯ 5 Β· π¦ 100K Β· π 490 - 10% open Β· β±οΈ 03.03.2024):
+- [GitHub](https://github.com/pypa/twine) (π¨βπ» 120 Β· π 310 Β· π₯ 6 Β· π¦ 100K Β· π 500 - 11% open Β· β±οΈ 26.03.2024):
```
git clone https://github.com/pypa/twine
```
-- [PyPi](https://pypi.org/project/twine) (π₯ 6.4M / month):
+- [PyPi](https://pypi.org/project/twine) (π₯ 6.5M / month Β· π¦ 17K Β· β±οΈ 11.02.2024):
```
pip install twine
```
@@ -2492,18 +2652,18 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge twine
```
wheel (π₯37 Β· β 470) - The official binary distribution format for Python. MIT
+wheel (π₯37 Β· β 480) - The official binary distribution format for Python. MIT
- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 80 Β· π 140 Β· π¦ 260K Β· π 390 - 11% open Β· β±οΈ 11.03.2024):
```
git clone https://github.com/pypa/wheel
```
-- [PyPi](https://pypi.org/project/wheel) (π₯ 410M / month Β· π¦ 38K Β· β±οΈ 11.03.2024):
+- [PyPi](https://pypi.org/project/wheel) (π₯ 420M / month Β· π¦ 38K Β· β±οΈ 11.03.2024):
```
pip install wheel
```
-- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 87M Β· β±οΈ 21.03.2024):
+- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 87M Β· β±οΈ 27.03.2024):
```
conda install -c conda-forge wheel
```
@@ -2515,7 +2675,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (π₯ 19K / month Β· π¦ 460 Β· β±οΈ 04.03.2024):
+- [PyPi](https://pypi.org/project/buildbot) (π₯ 18K / month Β· π¦ 460 Β· β±οΈ 04.03.2024):
```
pip install buildbot
```
@@ -2524,52 +2684,52 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge buildbot
```
invoke (π₯34 Β· β 4.2K) - Pythonic task management & command execution. BSD-2
+scons (π₯36 Β· β 1.9K) - SCons - a software construction tool. MIT
-- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 60 Β· π 360 Β· π¦ 25K Β· π 720 - 43% open Β· β±οΈ 01.12.2023):
+- [GitHub](https://github.com/SCons/scons) (π¨βπ» 160 Β· π 300 Β· π₯ 1.5K Β· π 3.4K - 19% open Β· β±οΈ 24.03.2024):
```
- git clone https://github.com/pyinvoke/invoke
+ git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/invoke) (π₯ 8.7M / month):
+- [PyPi](https://pypi.org/project/scons) (π₯ 550K / month Β· π¦ 65 Β· β±οΈ 18.03.2024):
```
- pip install invoke
+ pip install scons
```
-- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 960K Β· β±οΈ 13.07.2023):
+- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 550K Β· β±οΈ 18.03.2024):
```
- conda install -c conda-forge invoke
+ conda install -c conda-forge scons
```
scons (π₯33 Β· β 1.9K) - SCons - a software construction tool. MIT
+setuptools_scm (π₯35 Β· β 810) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/SCons/scons) (π¨βπ» 160 Β· π 300 Β· π₯ 1.5K Β· π 3.4K - 18% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 130 Β· π 220 Β· π 570 - 15% open Β· β±οΈ 25.03.2024):
```
- git clone https://github.com/SCons/scons
+ git clone https://github.com/pypa/setuptools_scm
```
-- [PyPi](https://pypi.org/project/scons) (π₯ 560K / month):
+- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 30M / month Β· π¦ 830 Β· β±οΈ 02.10.2023):
```
- pip install scons
+ pip install setuptools_scm
```
-- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 540K Β· β±οΈ 18.03.2024):
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 2.2M Β· β±οΈ 21.03.2024):
```
- conda install -c conda-forge scons
+ conda install -c conda-forge setuptools_scm
```
setuptools_scm (π₯31 Β· β 810) - the blessed package to manage your versions by scm tags. MIT
+invoke (π₯34 Β· β 4.2K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 130 Β· π 200 Β· π 560 - 14% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 60 Β· π 360 Β· π¦ 25K Β· π 720 - 43% open Β· β±οΈ 01.12.2023):
```
- git clone https://github.com/pypa/setuptools_scm
+ git clone https://github.com/pyinvoke/invoke
```
-- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 30M / month):
+- [PyPi](https://pypi.org/project/invoke) (π₯ 8.8M / month):
```
- pip install setuptools_scm
+ pip install invoke
```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 2.2M Β· β±οΈ 04.10.2023):
+- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 970K Β· β±οΈ 13.07.2023):
```
- conda install -c conda-forge setuptools_scm
+ conda install -c conda-forge invoke
```
flit (π₯30 Β· β 2.1K) - Simplified packaging of Python modules. BSD-3
@@ -2579,55 +2739,55 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/pypa/flit
```
-- [PyPi](https://pypi.org/project/flit) (π₯ 480K / month):
+- [PyPi](https://pypi.org/project/flit) (π₯ 520K / month):
```
pip install flit
```
-- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 180K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 180K Β· β±οΈ 25.03.2024):
```
conda install -c conda-forge flit
```
paver (π₯26 Β· β 460 Β· π€) - Python-based project scripting. BSD-3
+pybuilder (π₯28 Β· β 1.6K) - Software build automation tool for Python. Apache-2
-- [GitHub](https://github.com/paver/paver) (π¨βπ» 46 Β· π 83 Β· π 130 - 30% open Β· β±οΈ 16.04.2023):
+- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 39 Β· π 260 Β· π 520 - 19% open Β· β±οΈ 14.02.2024):
```
- git clone https://github.com/paver/paver
+ git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/paver) (π₯ 89K / month Β· π¦ 960 Β· β±οΈ 31.12.2017):
+- [PyPi](https://pypi.org/project/pybuilder) (π₯ 27K / month Β· π¦ 60 Β· β±οΈ 14.02.2024):
```
- pip install paver
+ pip install pybuilder
```
-- [Conda](https://anaconda.org/conda-forge/paver) (π₯ 28K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 64K Β· β±οΈ 14.02.2024):
```
- conda install -c conda-forge paver
+ conda install -c conda-forge pybuilder
```
pybuilder (π₯25 Β· β 1.6K) - Software build automation tool for Python. Apache-2
+paver (π₯26 Β· β 460 Β· π€) - Python-based project scripting. BSD-3
-- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 39 Β· π 240 Β· π 510 - 17% open Β· β±οΈ 14.02.2024):
+- [GitHub](https://github.com/paver/paver) (π¨βπ» 46 Β· π 83 Β· π 130 - 30% open Β· β±οΈ 16.04.2023):
```
- git clone https://github.com/pybuilder/pybuilder
+ git clone https://github.com/paver/paver
```
-- [PyPi](https://pypi.org/project/pybuilder) (π₯ 28K / month):
+- [PyPi](https://pypi.org/project/paver) (π₯ 92K / month Β· π¦ 960 Β· β±οΈ 31.12.2017):
```
- pip install pybuilder
+ pip install paver
```
-- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 64K Β· β±οΈ 14.02.2024):
+- [Conda](https://anaconda.org/conda-forge/paver) (π₯ 28K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge pybuilder
+ conda install -c conda-forge paver
```
universal-build (π₯15 Β· β 21 Β· π) - Universal build utilities for containerized build pipelines. MIT
-- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 5 Β· π 7 Β· π₯ 19 Β· π¦ 12 Β· β±οΈ 15.09.2022):
+- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 5 Β· π 7 Β· π₯ 19 Β· π¦ 12 Β· π 4 - 25% open Β· β±οΈ 15.09.2022):
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 410 / month):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 380 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
```
pip install universal-build
```
@@ -2644,14 +2804,14 @@ This curated list contains 270 awesome open-source projects with a total of 930K
-psutil (π₯44 Β· β 9.9K) - Cross-platform lib for process and system monitoring in Python. BSD-3
+psutil (π₯46 Β· β 9.9K) - Cross-platform lib for process and system monitoring in Python. BSD-3
-- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 200 Β· π 1.3K Β· π¦ 450K Β· π 1.7K - 15% open Β· β±οΈ 15.03.2024):
+- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 200 Β· π 1.4K Β· π¦ 460K Β· π 1.7K - 17% open Β· β±οΈ 15.03.2024):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 100M / month):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 100M / month Β· π¦ 18K Β· β±οΈ 19.01.2024):
```
pip install psutil
```
@@ -2660,42 +2820,78 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge psutil
```
Glances (π₯37 Β· β 25K) - Glances an Eye on your system. A top/htop alternative for.. βοΈLGPL-3.0
+
+- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 180 Β· π 1.4K Β· π₯ 1.6K Β· π¦ 840 Β· π 1.8K - 13% open Β· β±οΈ 24.03.2024):
+
+ ```
+ git clone https://github.com/nicolargo/glances
+ ```
+- [PyPi](https://pypi.org/project/glances) (π₯ 410K / month Β· π¦ 52 Β· β±οΈ 23.03.2024):
+ ```
+ pip install glances
+ ```
+- [Conda](https://anaconda.org/conda-forge/glances) (π₯ 210K Β· β±οΈ 24.03.2024):
+ ```
+ conda install -c conda-forge glances
+ ```
+Scalene (π₯33 Β· β 11K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 47 Β· π 360 Β· π¦ 600 Β· π 440 - 34% open Β· β±οΈ 19.03.2024):
+- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 47 Β· π 380 Β· π¦ 600 Β· π 450 - 35% open Β· β±οΈ 25.03.2024):
```
git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (π₯ 40K / month):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 37K / month Β· π¦ 7 Β· β±οΈ 24.03.2024):
```
pip install scalene
```
memray (π₯32 Β· β 12K) - Memray is a memory profiler for Python. Apache-2
-- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 46 Β· π 360 Β· π¦ 330 Β· π 160 - 11% open Β· β±οΈ 13.03.2024):
+- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 46 Β· π 380 Β· π¦ 340 Β· π 160 - 13% open Β· β±οΈ 13.03.2024):
```
git clone https://github.com/bloomberg/memray
```
-- [PyPi](https://pypi.org/project/memray) (π₯ 420K / month):
+- [PyPi](https://pypi.org/project/memray) (π₯ 420K / month Β· π¦ 19 Β· β±οΈ 04.12.2023):
```
pip install memray
```
-- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 95K Β· β±οΈ 15.02.2024):
+- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 96K Β· β±οΈ 15.02.2024):
```
conda install -c conda-forge memray
```
pyinstrument (π₯32 Β· β 6K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
+py-spy (π₯32 Β· β 12K) - Sampling profiler for Python programs. MIT
+
+- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 38 Β· π 390 Β· π₯ 16K Β· π¦ 3.8K Β· π 360 - 47% open Β· β±οΈ 27.02.2024):
+
+ ```
+ git clone https://github.com/benfred/py-spy
+ ```
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 1.8M / month Β· π¦ 54 Β· β±οΈ 07.09.2022):
+ ```
+ pip install py-spy
+ ```
+- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 510K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge py-spy
+ ```
+- [Cargo](https://crates.io/crates/py-spy) (π₯ 1.3K / month Β· π¦ 1 Β· β±οΈ 07.09.2022):
+ ```
+ cargo install py-spy
+ ```
+pyinstrument (π₯32 Β· β 6.1K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 55 Β· π 220 Β· π¦ 2.1K Β· π 140 - 17% open Β· β±οΈ 12.03.2024):
```
git clone https://github.com/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 930K / month):
+- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 990K / month Β· π¦ 140 Β· β±οΈ 26.01.2024):
```
pip install pyinstrument
```
@@ -2704,34 +2900,30 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge pyinstrument
```
py-spy (π₯31 Β· β 12K) - Sampling profiler for Python programs. MIT
+memory-profiler (π₯29 Β· β 4.2K Β· π) - Monitor Memory usage of Python code. BSD-3
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 38 Β· π 380 Β· π₯ 16K Β· π¦ 3.7K Β· π 340 - 43% open Β· β±οΈ 27.02.2024):
+- [GitHub](https://github.com/pythonprofilers/memory_profiler) (π¨βπ» 100 Β· π 370 Β· π 250 - 53% open Β· β±οΈ 23.10.2023):
```
- git clone https://github.com/benfred/py-spy
+ git clone https://github.com/pythonprofilers/memory_profiler
```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 1.8M / month):
+- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 1.6M / month Β· π¦ 260 Β· β±οΈ 15.11.2022):
```
- pip install py-spy
+ pip install memory_profiler
```
-- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 510K Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge py-spy
+- [Conda](https://anaconda.org/conda-forge/memory_profiler) (π₯ 510K Β· β±οΈ 16.06.2023):
```
-- [Cargo](https://crates.io/crates/py-spy) (π₯ 1.2K / month):
- ```
- cargo install py-spy
+ conda install -c conda-forge memory_profiler
```
Yappi (π₯29 Β· β 1.4K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 31 Β· π 72 Β· π¦ 1.1K Β· π 74 - 18% open Β· β±οΈ 18.12.2023):
+- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 31 Β· π 72 Β· π¦ 1.1K Β· π 80 - 25% open Β· β±οΈ 18.12.2023):
```
git clone https://github.com/sumerc/yappi
```
-- [PyPi](https://pypi.org/project/yappi) (π₯ 2.6M / month):
+- [PyPi](https://pypi.org/project/yappi) (π₯ 2.7M / month Β· π¦ 350 Β· β±οΈ 07.12.2023):
```
pip install yappi
```
@@ -2740,30 +2932,43 @@ This curated list contains 270 awesome open-source projects with a total of 930K
conda install -c conda-forge yappi
```
Diamond (π₯25 Β· β 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT
+Diamond (π₯28 Β· β 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT
-- [GitHub](https://github.com/python-diamond/Diamond) (π¨βπ» 390 Β· π 570 Β· π¦ 170 Β· π 240 - 27% open Β· β±οΈ 01.11.2023):
+- [GitHub](https://github.com/python-diamond/Diamond) (π¨βπ» 390 Β· π 600 Β· π¦ 170 Β· π 300 - 44% open Β· β±οΈ 01.11.2023):
```
git clone https://github.com/python-diamond/Diamond
```
-- [PyPi](https://pypi.org/project/diamond) (π₯ 7.2K / month):
+- [PyPi](https://pypi.org/project/diamond) (π₯ 6.7K / month Β· π¦ 34 Β· β±οΈ 25.11.2016):
```
pip install diamond
```
Show 11 hidden projects...
+line_profiler (π₯27 Β· β 2.4K) - Line-by-line profiling for Python. BSD-3
+
+- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 43 Β· π 110 Β· π 93 - 44% open Β· β±οΈ 05.12.2023):
+
+ ```
+ git clone https://github.com/pyutils/line_profiler
+ ```
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 520K / month Β· π¦ 100 Β· β±οΈ 03.11.2023):
+ ```
+ pip install line_profiler
+ ```
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 580K Β· β±οΈ 27.09.2023):
+ ```
+ conda install -c conda-forge line_profiler
+ ```
+Show 8 hidden projects...
-- Glances (π₯34 Β· β 25K) - Glances an Eye on your system. A top/htop alternative for.. βUnlicensed
- Bpytop (π₯28 Β· β 9.8K Β· π) - Linux/OSX/FreeBSD resource monitor. Apache-2
-- memory-profiler (π₯22 Β· β 4.2K Β· π) - Monitor Memory usage of Python code. βUnlicensed
-- vprof (π₯22 Β· β 3.9K Β· π) - Visual profiler for Python. BSD-2
-- line_profiler (π₯22 Β· β 2.4K) - Line-by-line profiling for Python. βUnlicensed
+- memory_profiler (π₯26 Β· β 4K Β· π) - Monitor Memory usage of Python code. BSD-3
+- vprof (π₯23 Β· β 3.9K Β· π) - Visual profiler for Python. BSD-2
- Profiling (π₯21 Β· β 3K Β· π) - Was an interactive continuous Python profiler. BSD-3
- pympler (π₯21 Β· β 1.1K Β· π) - Development tool to measure, monitor and analyze the memory.. Apache-2
- heartrate (π₯18 Β· β 1.7K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
- pyheat (π₯18 Β· β 810 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
-- memory_profiler (π₯15 Β· β 90 Β· π) - Monitor Memory usage of Python code. βUnlicensed
- livepython (π₯13 Β· β 2.6K Β· π) - Visually trace Python code in real-time. MIT
@@ -2779,7 +2984,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/alexmojaki/executing
```
-- [PyPi](https://pypi.org/project/executing) (π₯ 31M / month):
+- [PyPi](https://pypi.org/project/executing) (π₯ 32M / month):
```
pip install executing
```
@@ -2795,7 +3000,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/berkerpeksag/astor
```
-- [PyPi](https://pypi.org/project/astor) (π₯ 6.9M / month Β· π¦ 2.2K Β· β±οΈ 10.12.2019):
+- [PyPi](https://pypi.org/project/astor) (π₯ 7.6M / month Β· π¦ 2.2K Β· β±οΈ 10.12.2019):
```
pip install astor
```
@@ -2827,7 +3032,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
git clone https://github.com/serge-sans-paille/gast
```
-- [PyPi](https://pypi.org/project/gast) (π₯ 19M / month Β· π¦ 2K Β· β±οΈ 29.04.2023):
+- [PyPi](https://pypi.org/project/gast) (π₯ 20M / month Β· π¦ 2K Β· β±οΈ 29.04.2023):
```
pip install gast
```
@@ -2847,7 +3052,7 @@ This curated list contains 270 awesome open-source projects with a total of 930K
```
pip install asteval
```
-- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 360K Β· β±οΈ 03.03.2024):
+- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 370K Β· β±οΈ 03.03.2024):
```
conda install -c conda-forge asteval
```
@@ -2864,16 +3069,16 @@ This curated list contains 270 awesome open-source projects with a total of 930K
pre-commit (π₯41 Β· β 12K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 160 Β· π 710 Β· π₯ 1.1M Β· π¦ 180K Β· π 2K - 0% open Β· β±οΈ 20.03.2024):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 160 Β· π 750 Β· π₯ 1.1M Β· π¦ 180K Β· π 2K - 1% open Β· β±οΈ 27.03.2024):
```
git clone https://github.com/pre-commit/pre-commit
```
-- [PyPi](https://pypi.org/project/pre-commit) (π₯ 20M / month):
+- [PyPi](https://pypi.org/project/pre-commit) (π₯ 20M / month Β· π¦ 7.4K Β· β±οΈ 24.03.2024):
```
pip install pre-commit
```
-- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 4.2M Β· β±οΈ 18.02.2024):
+- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 4.2M Β· β±οΈ 26.03.2024):
```
conda install -c conda-forge pre-commit
```
diff --git a/history/2024-03-28_changes.md b/history/2024-03-28_changes.md
new file mode 100644
index 0000000..b350db2
--- /dev/null
+++ b/history/2024-03-28_changes.md
@@ -0,0 +1,20 @@
+## π Trending Up
+
+_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
+
+- pycodestyle (π₯37 Β· β 5K Β· π) - Simple Python style checker in one Python file. MIT
+- sphinx_rtd_theme (π₯37 Β· β 4.6K Β· π) - Sphinx theme for readthedocs.org. MIT BSD-3
+- memory_profiler (π₯26 Β· β 4K Β· π) - Monitor Memory usage of Python code. BSD-3
+- assertpy (π₯20 Β· β 430 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
+
+## π Trending Down
+
+_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
+
+- conda (π₯41 Β· β 6.1K Β· π) - A system-level, binary package and environment manager running.. βUnlicensed
+- poetry (π₯38 Β· β 29K Β· π) - Python packaging and dependency management made easy. MIT
+- flake8-import-order (π₯20 Β· β 280 Β· π) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0 βUnlicensed
+- cohesion (π₯12 Β· β 220 Β· π€) - A tool for measuring Python class cohesion. βοΈGPL-3.0
+
diff --git a/history/2024-03-28_projects.csv b/history/2024-03-28_projects.csv
new file mode 100644
index 0000000..934bedb
--- /dev/null
+++ b/history/2024-03-28_projects.csv
@@ -0,0 +1,269 @@
+,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,updated_github_id,open_issue_count,pypi_id,conda_id,labels,github_release_downloads,monthly_downloads,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_dependent_project_count,cargo_monthly_downloads,cargo_total_downloads,conda_forge
+0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2024-03-21 23:45:25.000000,2024-03-21 23:45:25,321.0,26.0,159.0,54.0,190.0,3.0,2144.0,2024-03-21 23:45:35.000,2024.03.21,100.0,14.0,0,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 07:48:22.000,2024-03-22 21:30:46.000000,2024-03-22 21:30:45,266.0,24.0,42.0,15.0,181.0,14.0,770.0,2023-06-29 18:48:34.000,2023.06.29,68.0,28.0,0,True,mkdocs/catalog,4.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+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 20:28:27.000,2024-03-27 03:14:21.000000,2024-03-25 22:37:36,15821.0,342.0,2467.0,191.0,5644.0,4870.0,11253.0,2024-03-09 11:51:50.000,8.1.1,173.0,952.0,48,True,,846.0,pytest,conda-forge/pytest,['pytest'],82.0,117148114.0,1208959.0,1184120.0,https://pypi.org/project/pytest,2024-03-09 11:51:04.000,24839.0,116548352.0,https://anaconda.org/conda-forge/pytest,2024-03-09 13:59:25.744,24590208.0,1.0,,,,,,,,,,,,,,,,,,
+5,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2024-03-28 02:23:33.000000,2024-03-27 00:00:26,14407.0,168.0,2944.0,319.0,5418.0,6152.0,9225.0,2023-12-17 13:05:02.000,23.3.2,138.0,776.0,47,True,,1116.0,pip,conda-forge/pip,,,350710189.0,188461.0,177048.0,https://pypi.org/project/pip,2024-02-03 09:53:09.000,11413.0,348449335.0,https://anaconda.org/conda-forge/pip,2024-02-03 11:45:13.925,103999304.0,1.0,,,,,,,,,,,,,,,,,,
+6,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 14:02:33.000,2024-03-26 11:08:37.000000,2024-03-13 10:54:30,14566.0,229.0,1103.0,95.0,1549.0,1852.0,2290.0,2024-03-13 11:21:05.000,69.2.0,203.0,593.0,47,True,,582.0,setuptools,conda-forge/setuptools,,,384865357.0,484275.0,484275.0,https://pypi.org/project/setuptools,,,382611753.0,https://anaconda.org/conda-forge/setuptools,2024-03-13 15:44:29.594,103665800.0,1.0,,,,,,,,,,,,,,,,,,
+7,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2024-03-28 14:08:41.000000,2024-03-23 02:13:53,1839.0,70.0,2354.0,233.0,1701.0,2197.0,37208.0,2024-03-15 19:35:14.000,24.3.0,40.0,440.0,46,True,,380.0,black,conda-forge/black,,71145.0,36727846.0,477170.0,477170.0,https://pypi.org/project/black,,,36510065.0,https://anaconda.org/conda-forge/black,2024-03-18 18:08:22.525,9530259.0,1.0,,,,,,,,,,,,,,,,,,
+8,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2024-03-28 11:40:09.000000,2024-03-27 00:37:09,11783.0,109.0,2669.0,235.0,6888.0,7550.0,17411.0,2024-03-08 16:08:36.000,1.9.0,114.0,704.0,46,True,,2744.0,mypy,conda-forge/mypy,,,25570191.0,242800.0,232055.0,https://pypi.org/project/mypy,2024-03-08 16:08:36.000,10745.0,25486243.0,https://anaconda.org/conda-forge/mypy,2024-03-11 14:09:17.474,3777663.0,1.0,,,,,,,,,,,,,,,,,,
+9,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 14:01:48.000,2024-03-28 14:10:31.000000,2024-03-15 20:17:06,6049.0,43.0,1352.0,234.0,675.0,1430.0,9883.0,2024-01-19 20:47:14.000,5.9.8,93.0,205.0,46,True,,300.0,psutil,conda-forge/psutil,,,102157163.0,476539.0,458298.0,https://pypi.org/project/psutil,2024-01-19 20:47:14.000,18241.0,101495482.0,https://anaconda.org/conda-forge/psutil,2024-02-08 19:11:03.012,29113990.0,1.0,,,,,,,,,,,,,,,,,,
+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 10:53:28.000,2024-03-28 12:50:40.000000,2024-03-28 08:11:56,20716.0,243.0,2065.0,150.0,5318.0,5710.0,5981.0,2023-09-13 23:13:23.000,7.2.6,198.0,814.0,45,True,,1205.0,sphinx,conda-forge/sphinx,['sphinx'],,13220644.0,431849.0,367292.0,https://pypi.org/project/sphinx,2023-09-13 23:13:23.000,64557.0,13028518.0,https://anaconda.org/conda-forge/sphinx,2023-09-13 23:26:46.261,8837839.0,1.0,,,,,,,,,,,,,,,,,,
+11,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2024-03-27 01:56:22.000000,2024-03-27 01:49:35,8733.0,33.0,1842.0,359.0,1861.0,3929.0,24538.0,2024-02-05 01:04:03.000,2023.12.1,386.0,502.0,44,True,,246.0,pipenv,conda-forge/pipenv,,,10979093.0,133801.0,132538.0,https://pypi.org/project/pipenv,2024-02-05 01:04:03.000,1263.0,10975957.0,https://anaconda.org/conda-forge/pipenv,2024-02-05 03:05:28.328,144278.0,1.0,,,,,,,,,,,,,,,,,,
+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 13:13:14.000,2024-03-23 01:30:57.125464,2024-02-10 18:11:50,1979.0,15.0,1398.0,210.0,543.0,578.0,27249.0,2024-02-10 19:02:52.000,4.66.2,136.0,115.0,43,True,,490.0,tqdm,conda-forge/tqdm,,12038.0,94155258.0,711051.0,680712.0,https://pypi.org/project/tqdm,2024-02-10 18:19:53.000,30339.0,93592747.0,https://anaconda.org/conda-forge/tqdm,2024-02-10 20:59:56.053,25304931.0,1.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2024-03-23 01:30:57.125464,2.0,4403.0,,,,,,,,,,,,,
+13,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 15:28:09.000,2024-03-27 19:10:30.000000,2024-02-29 14:02:23,3877.0,7.0,1655.0,543.0,1083.0,1068.0,46772.0,2024-02-28 14:52:38.000,13.7.1,191.0,236.0,42,True,,252.0,rich,conda-forge/rich,,,49929247.0,189750.0,183193.0,https://pypi.org/project/rich,2024-02-28 14:51:14.000,6557.0,49784767.0,https://anaconda.org/conda-forge/rich,2024-02-28 20:06:23.063,6357137.0,1.0,,,,,,,,,,,,,,,,,,
+14,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter and code formatter, written in Rust.",,https://github.com/astral-sh/ruff,https://github.com/astral-sh/ruff,MIT,2022-08-09 17:17:44.000,2024-03-28 14:10:51.000000,2024-03-28 13:49:40,6586.0,625.0,815.0,72.0,6309.0,3369.0,25508.0,2024-03-23 13:29:30.000,0.3.4,290.0,393.0,42,True,astral-sh/ruff,736.0,ruff,conda-forge/ruff,,283770.0,15225339.0,41079.0,38499.0,https://pypi.org/project/ruff,2024-03-21 19:20:30.000,2580.0,15168500.0,https://anaconda.org/conda-forge/ruff,2024-03-21 21:50:16.143,585133.0,1.0,,,,,,,,,,,,,,,,,,
+15,mkdocs-material,squidfunk/mkdocs-material,documentation,Documentation that simply works.,,https://github.com/squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2024-03-28 04:37:28.000000,2024-03-27 10:11:52,6158.0,187.0,3272.0,126.0,2830.0,2231.0,17913.0,2024-03-23 05:27:45.000,9.5.15,375.0,260.0,42,True,,41.0,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],,4400611.0,46611.0,45314.0,https://pypi.org/project/mkdocs-material,2024-03-23 05:27:45.000,1297.0,4392814.0,https://anaconda.org/conda-forge/mkdocs-material,2024-03-23 06:25:05.248,358679.0,1.0,,,,,,,,,,,,,,,,,,
+16,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 11:05:56.000,2024-03-28 11:04:55.000000,2024-03-27 12:52:27,9187.0,99.0,1911.0,233.0,2355.0,4955.0,11182.0,2024-03-09 20:30:10.000,6.5.0,62.0,467.0,42,True,,286.0,pyinstaller,conda-forge/pyinstaller,,744702.0,2297900.0,56670.0,56219.0,https://pypi.org/project/pyinstaller,2024-03-09 20:27:42.000,451.0,2277908.0,https://anaconda.org/conda-forge/pyinstaller,2024-03-10 13:47:13.762,535130.0,1.0,,,,,,,,,,,,,,,,,,
+17,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,MPL-2.0,2013-03-10 13:51:19.000,2024-03-28 13:39:31.000000,2024-03-24 16:24:22,14299.0,754.0,566.0,73.0,2427.0,1473.0,7225.0,2024-03-24 16:24:26.000,6.99.13,1163.0,329.0,42,True,,34.0,hypothesis,conda-forge/hypothesis,,,7218043.0,28200.0,25754.0,https://pypi.org/project/hypothesis,2024-03-24 16:24:26.000,2446.0,7033672.0,https://anaconda.org/conda-forge/hypothesis,2024-03-24 18:00:42.637,8481091.0,1.0,,,,,,,,,,,,,,,,,,
+18,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2024-02-19 12:07:48.000000,2024-02-19 12:07:47,8412.0,8.0,502.0,113.0,594.0,1328.0,5636.0,2023-10-02 09:20:35.000,0.19.1,34.0,168.0,42,True,,56.0,jedi,conda-forge/jedi,,,40514003.0,418837.0,410274.0,https://pypi.org/project/jedi,2023-10-02 09:20:35.000,8563.0,40046306.0,https://anaconda.org/conda-forge/jedi,2023-10-03 09:44:27.309,21046381.0,1.0,,,,,,,,,,,,,,,,,,
+19,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 05:40:02.000,2024-03-25 22:16:25.000000,2024-03-25 16:36:31,9103.0,64.0,1040.0,78.0,4127.0,4498.0,5085.0,2024-02-25 16:47:53.000,3.1.0,85.0,559.0,42,True,pylint-dev/pylint,889.0,pylint,conda-forge/pylint,,,22656558.0,413978.0,413978.0,https://pypi.org/project/pylint,,,22549095.0,https://anaconda.org/conda-forge/pylint,2024-02-25 19:42:33.200,4835843.0,1.0,,,,,,,,,,,,,,,,,,
+20,flake8,PyCQA/flake8,linters,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script.,,https://github.com/PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2024-03-25 22:47:56.000000,2024-03-19 11:19:50,2451.0,12.0,295.0,37.0,361.0,1539.0,3232.0,2024-01-05 00:41:49.000,7.0.0,89.0,175.0,42,True,,25.0,flake8,conda-forge/flake8,,,31318269.0,584797.0,537985.0,https://pypi.org/project/flake8,2024-01-05 00:41:49.000,46812.0,31163029.0,https://anaconda.org/conda-forge/flake8,2024-01-05 19:47:00.587,7141061.0,1.0,,,,,,,,,,,,,,,,,,
+21,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2024-03-28 14:46:52.000000,2024-03-16 15:05:17,2053.0,13.0,2374.0,235.0,1259.0,1811.0,18137.0,2023-09-18 21:27:59.000,1.5.3,60.0,246.0,41,True,,138.0,mkdocs,conda-forge/mkdocs,['mkdocs'],,3393834.0,63805.0,58926.0,https://pypi.org/project/mkdocs,2023-09-18 21:26:09.000,4879.0,3384051.0,https://anaconda.org/conda-forge/mkdocs,2023-09-19 01:25:40.888,322871.0,1.0,,,,,,,,,,,,,,,,,,
+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 00:39:38.000,2024-03-28 07:47:44.000000,2024-03-27 21:20:38,2648.0,24.0,747.0,86.0,1173.0,1945.0,11884.0,2024-03-24 17:41:43.000,3.7.0,191.0,157.0,41,True,,27.0,pre-commit,conda-forge/pre-commit,,1142480.0,20038880.0,188340.0,180958.0,https://pypi.org/project/pre-commit,2024-03-24 17:37:45.000,7382.0,19915991.0,https://anaconda.org/conda-forge/pre-commit,2024-03-26 19:14:48.920,4214066.0,1.0,,,,,,,,,,,,,,,,,,
+23,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 11:10:38.000,2024-03-27 21:33:36.000000,2024-03-22 21:40:12,14546.0,50.0,2222.0,477.0,714.0,4112.0,8955.0,2024-01-11 16:01:12.000,7.0,127.0,198.0,41,True,,274.0,robotframework,conda-forge/robotframework,,554.0,2392524.0,11256.0,10098.0,https://pypi.org/project/robotframework,2024-01-11 16:17:42.000,1158.0,2387730.0,https://anaconda.org/conda-forge/robotframework,2024-01-11 22:50:41.389,172461.0,1.0,,,,,,,,,,,,,,,,,,
+24,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 22:08:03.000,2024-03-28 08:34:08.000000,2024-03-26 13:52:39,16780.0,119.0,1457.0,197.0,4163.0,8899.0,6053.0,2024-03-18 13:27:19.000,24.3.0,100.0,450.0,41,False,,598.0,conda,conda-forge/conda,,229.0,1234351.0,46281.0,46281.0,https://pypi.org/project/conda,,,153913.0,https://anaconda.org/conda-forge/conda,2024-03-26 09:53:43.987,49700011.0,1.0,,,,,,-2.0,,,,,,,,,,,,
+25,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2024-03-25 19:35:43.000000,2024-03-22 03:29:17,770.0,14.0,965.0,169.0,1349.0,1292.0,4689.0,2023-12-01 16:24:25.000,20.25.0,67.0,114.0,41,True,,21.0,virtualenv,conda-forge/virtualenv,,,121846081.0,370659.0,370659.0,https://pypi.org/project/virtualenv,,,121693123.0,https://anaconda.org/conda-forge/virtualenv,2024-02-22 11:44:36.913,6271286.0,2.0,,,,,,,,,,,,,,,,,,
+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 15:40:33.000,2024-03-28 13:29:18.000000,2024-03-28 02:22:21,12175.0,927.0,572.0,137.0,377.0,2072.0,10615.0,2024-03-28 13:29:18.000,2.1.4,296.0,168.0,40,True,,123.0,nuitka,conda-forge/nuitka,,,132579.0,1963.0,1891.0,https://pypi.org/project/nuitka,2024-03-28 13:29:18.000,72.0,118856.0,https://anaconda.org/conda-forge/nuitka,2024-03-22 10:51:12.592,631275.0,1.0,,,,,,,,,,,,,,,,,,
+27,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 22:22:53.000,2024-03-20 17:41:36.000000,2024-01-15 05:16:11,4162.0,4.0,558.0,47.0,977.0,1075.0,6281.0,2023-12-13 20:37:31.000,5.13.2,146.0,294.0,40,True,,212.0,isort,conda-forge/isort,,,39103258.0,475714.0,456746.0,https://pypi.org/project/isort,2023-12-13 20:37:23.000,18968.0,38973718.0,https://anaconda.org/conda-forge/isort,2023-12-14 01:51:17.173,5699801.0,2.0,,,,,,,,,,,,,,,,,,
+28,tox,tox-dev/tox,testing,Command line driven CI frontend and development task automation tool.,,https://github.com/tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2024-03-25 17:42:30.000000,2024-03-25 17:42:29,724.0,44.0,492.0,41.0,1418.0,1607.0,3494.0,2024-03-22 15:44:43.000,4.14.2,215.0,300.0,40,True,,92.0,tox,conda-forge/tox,['pytest'],,15247489.0,135475.0,112538.0,https://pypi.org/project/tox,2024-03-22 15:44:43.000,22937.0,15228278.0,https://anaconda.org/conda-forge/tox,2024-03-23 13:31:23.756,883721.0,1.0,,,,,,,,,,,,,,,,,,
+29,pip-tools,jazzband/pip-tools,dependency-managers,A set of tools to keep your pinned Python dependencies fresh.,,https://github.com/jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2024-03-25 20:05:37.000000,2024-03-25 19:56:14,2142.0,70.0,596.0,103.0,999.0,892.0,7421.0,2024-03-06 12:13:40.000,7.4.1,121.0,212.0,39,True,,164.0,pip-tools,conda-forge/pip-tools,,,13694246.0,29381.0,26648.0,https://pypi.org/project/pip-tools,2024-03-06 12:13:40.000,2733.0,13691168.0,https://anaconda.org/conda-forge/pip-tools,2024-03-06 14:43:42.984,141620.0,2.0,,,,,,,,,,,,,,,,,,
+30,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 20:08:51.000,2024-03-23 23:49:32.000000,2024-03-23 23:49:31,2889.0,43.0,289.0,72.0,251.0,373.0,4502.0,2024-03-17 10:43:24.000,2.1.0,26.0,63.0,39,True,,115.0,autopep8,conda-forge/autopep8,,,4641591.0,204691.0,204691.0,https://pypi.org/project/autopep8,,,4609663.0,https://anaconda.org/conda-forge/autopep8,2024-03-17 12:14:23.844,1436790.0,2.0,,,,,,,,,,,,,,,,,,
+31,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 15:39:39.000,2024-03-26 21:29:39.000000,2024-03-26 21:29:38,1151.0,52.0,312.0,38.0,570.0,443.0,1528.0,2024-02-11 19:59:38.000,5.0.0,53.0,119.0,39,True,,60.0,twine,conda-forge/twine,,6.0,6519411.0,118958.0,102315.0,https://pypi.org/project/twine,2024-02-11 19:59:38.000,16643.0,6498703.0,https://anaconda.org/conda-forge/twine,2024-02-11 22:36:42.897,931869.0,1.0,,,,,,,,,,,,,,,,,,
+32,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 15:23:47.000,2024-03-27 22:55:42.000000,2024-03-26 23:19:28,3252.0,211.0,2167.0,188.0,2801.0,5048.0,29174.0,2024-03-02 15:26:36.000,1.8.2,100.0,550.0,38,True,,563.0,poetry,conda-forge/poetry,,15420457.0,35707328.0,,,https://pypi.org/project/poetry,,,35448287.0,https://anaconda.org/conda-forge/poetry,2024-03-03 16:09:33.641,1142953.0,2.0,,,,,,-3.0,,,,,,,,,,,,
+33,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 18:22:31.000,2024-03-19 18:55:26.000000,2024-03-19 18:55:19,1345.0,9.0,873.0,210.0,368.0,463.0,13620.0,,,26.0,154.0,38,True,,374.0,yapf,conda-forge/yapf,,,5564288.0,91377.0,91377.0,https://pypi.org/project/yapf,,,5514626.0,https://anaconda.org/conda-forge/yapf,2023-07-26 16:15:22.726,1738181.0,3.0,,,,,,,,,,,,,,,,,,
+34,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2024-03-28 03:56:32.000000,2024-03-28 03:56:26,7259.0,270.0,1258.0,114.0,1276.0,5380.0,11876.0,2024-03-27 00:54:30.000,1.1.356,440.0,108.0,38,True,,31.0,,,,1902.0,1269110.0,799.0,787.0,,,,,,,,2.0,,,,,,,pyright,https://www.npmjs.com/package/pyright,2024-03-27 00:50:10.128,12.0,1269015.0,,,,,,,
+35,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 09:08:12.000,2024-03-25 22:52:41.000000,2024-03-25 22:52:40,1361.0,28.0,575.0,66.0,443.0,478.0,5915.0,2024-03-08 19:25:54.000,1.7.8,39.0,178.0,38,True,,194.0,bandit,conda-forge/bandit,,766.0,5077284.0,49642.0,47740.0,https://pypi.org/project/bandit,2024-03-08 19:25:54.000,1902.0,5070186.0,https://anaconda.org/conda-forge/bandit,2024-01-26 11:30:27.704,290577.0,1.0,,,,,,,,,,,,,,,,,,
+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 20:01:12.000,2024-03-26 00:00:02.524000,2024-03-24 20:18:03,940.0,20.0,207.0,39.0,249.0,246.0,1650.0,2024-03-24 20:16:32.000,5.0.0,46.0,89.0,38,True,,143.0,pytest-cov,conda-forge/pytest-cov,['pytest'],,45393279.0,342443.0,305611.0,https://pypi.org/project/pytest-cov,2024-03-24 20:16:32.000,36832.0,45167507.0,https://anaconda.org/conda-forge/pytest-cov,2024-03-26 00:00:02.524,10385544.0,1.0,,,,,,,,,,,,,,,,,,
+37,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 18:51:45.000,2024-03-25 21:55:43.000000,2024-03-19 15:27:16,1160.0,20.0,217.0,49.0,414.0,360.0,1340.0,2023-11-21 15:21:18.000,3.5.0,67.0,100.0,38,True,,251.0,pytest-xdist,conda-forge/pytest-xdist,['pytest'],20.0,20668547.0,101274.0,95567.0,https://pypi.org/project/pytest-xdist,2023-11-21 15:21:13.000,5707.0,20538335.0,https://anaconda.org/conda-forge/pytest-xdist,2023-11-21 18:58:37.015,5729116.0,1.0,,,,,,,,,,,,,,,,,,
+38,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,Apache-2.0,2014-05-15 22:49:43.000,2024-03-12 22:13:43.000000,2024-03-11 17:54:41,694.0,15.0,229.0,28.0,427.0,288.0,577.0,2024-03-10 09:39:50.000,24.0,44.0,107.0,38,True,,81.0,packaging,conda-forge/packaging,,794.0,329576709.0,1124989.0,1104515.0,https://pypi.org/project/packaging,2024-03-10 09:39:25.000,20474.0,328630076.0,https://anaconda.org/conda-forge/packaging,2024-03-10 13:08:54.872,43544494.0,2.0,,,,,,,,,,,,,,,,,,
+39,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2024-03-25 13:11:09.000000,2024-03-24 13:18:21,5391.0,104.0,1429.0,504.0,794.0,1548.0,24691.0,2024-03-24 12:32:43.000,3.4.0.5,99.0,184.0,37,True,,234.0,glances,conda-forge/glances,,1579.0,418023.0,895.0,843.0,https://pypi.org/project/glances,2024-03-23 13:48:30.000,52.0,412412.0,https://anaconda.org/conda-forge/glances,2024-03-24 14:18:05.288,212665.0,1.0,,,,,,,,,,,,,,,,,,
+40,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2024-03-22 10:32:21.000000,2024-03-02 11:34:55,809.0,29.0,656.0,139.0,170.0,781.0,17853.0,2023-09-11 15:25:24.000,0.7.2,21.0,53.0,37,True,,158.0,loguru,conda-forge/loguru,,,19585242.0,82350.0,78966.0,https://pypi.org/project/loguru,2023-09-11 15:24:35.000,3384.0,19540956.0,https://anaconda.org/conda-forge/loguru,2023-09-24 09:55:27.841,2037181.0,1.0,,,,,,,,,,,,,,,,,,
+41,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 15:28:13.000,2024-03-27 15:55:55.000000,2024-03-27 15:55:54,761.0,68.0,794.0,134.0,862.0,1213.0,10438.0,2024-03-06 10:19:52.000,1.42.0,109.0,37.0,37,True,,43.0,playwright,,,,3036911.0,14832.0,14309.0,https://pypi.org/project/playwright,2024-03-06 10:19:52.000,523.0,3036911.0,,,,2.0,,,,,,,,,,,,,,,,,,
+42,pycodestyle,PyCQA/pycodestyle,linters,Simple Python style checker in one Python file.,,https://github.com/PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,MIT,2009-10-02 00:43:37.000,2024-03-27 21:19:45.000000,2024-03-27 21:19:44,1454.0,10.0,801.0,116.0,504.0,641.0,4964.0,2023-10-12 23:39:38.000,2.11.1,19.0,135.0,37,True,,109.0,pycodestyle,conda-forge/pycodestyle,,,42978115.0,11736.0,20.0,https://pypi.org/project/pycodestyle,2023-10-12 23:39:38.000,11716.0,42771917.0,https://anaconda.org/conda-forge/pycodestyle,2023-10-13 13:17:36.027,7423131.0,1.0,,,,,,7.0,,,,,,,,,,,,
+43,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 17:10:49.000,2024-03-06 22:42:12.000000,2024-01-25 20:03:15,1481.0,3.0,1783.0,167.0,711.0,624.0,4589.0,2023-11-28 04:13:59.000,2.0.0,52.0,116.0,37,True,,246.0,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],,4460839.0,8212.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2023-11-28 04:13:59.000,8196.0,4377754.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2023-11-28 15:01:30.175,3738846.0,2.0,,,,,,6.0,,,,,,,,,,,,
+44,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 22:51:10.000,2024-03-28 14:51:38.000000,2024-03-28 14:26:13,2156.0,103.0,452.0,71.0,1680.0,1018.0,1721.0,2024-03-28 14:26:00.000,1.44.0,227.0,209.0,37,True,,206.0,sentry-sdk,conda-forge/sentry-sdk,,3667.0,30966816.0,529.0,,https://pypi.org/project/sentry-sdk,2024-03-28 14:25:43.000,529.0,30950181.0,https://anaconda.org/conda-forge/sentry-sdk,2024-03-20 15:34:58.749,743779.0,1.0,,,,,,,,,,,,,,,,,,
+45,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 06:19:46.000,2024-03-07 14:47:18.000000,2024-03-07 14:47:17,567.0,5.0,183.0,29.0,299.0,470.0,1335.0,2024-01-05 00:28:45.000,3.2.0,38.0,86.0,37,True,,54.0,pyflakes,conda-forge/pyflakes,,,33542879.0,286319.0,272460.0,https://pypi.org/project/pyflakes,2024-01-05 00:28:45.000,13859.0,33344308.0,https://anaconda.org/conda-forge/pyflakes,2024-01-05 03:19:34.488,7148590.0,1.0,,,,,,,,,,,,,,,,,,
+46,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 00:18:05.000,2024-03-25 18:02:24.000000,2024-03-19 07:11:45,657.0,63.0,136.0,37.0,494.0,261.0,1306.0,2024-03-19 07:17:36.000,0.23.6,54.0,46.0,37,True,,46.0,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],1207.0,12315131.0,94172.0,92187.0,https://pypi.org/project/pytest-asyncio,2024-03-19 07:17:32.000,1985.0,12274133.0,https://anaconda.org/conda-forge/pytest-asyncio,2024-03-19 11:58:34.903,1883825.0,2.0,,,,,,,,,,,,,,,,,,
+47,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 20:24:25.000,2024-03-27 13:27:47.640000,2024-03-11 19:28:01,940.0,21.0,139.0,34.0,221.0,344.0,477.0,2024-03-11 19:29:15.000,0.43.0,78.0,80.0,37,True,,43.0,wheel,conda-forge/wheel,,,424498588.0,298666.0,260895.0,https://pypi.org/project/wheel,2024-03-11 19:29:15.000,37771.0,422474221.0,https://anaconda.org/conda-forge/wheel,2024-03-27 13:27:47.640,87047791.0,2.0,,,,,,,,,,,,,,,,,,
+48,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 23:30:38.000,2024-03-27 14:15:57.000000,2023-06-07 11:16:23,408.0,,1169.0,183.0,162.0,231.0,9444.0,2023-05-24 20:13:07.561,0.9.54,51.0,52.0,36,True,,499.0,pyautogui,conda-forge/pyautogui,,,689457.0,33909.0,32983.0,https://pypi.org/project/pyautogui,2023-05-24 20:13:07.561,926.0,684125.0,https://anaconda.org/conda-forge/pyautogui,2023-10-16 16:49:29.444,218646.0,2.0,,,,,,,,,,,,,,,,,,
+49,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 18:47:46.000,2024-03-28 14:15:47.000000,2024-03-28 05:43:49,712.0,63.0,374.0,73.0,602.0,609.0,8568.0,2024-01-16 16:53:15.000,1.4.3,61.0,138.0,36,True,,64.0,pipx,conda-forge/pipx,,53085.0,4434464.0,2026.0,2006.0,https://pypi.org/project/pipx,2024-01-16 16:53:15.000,20.0,4431830.0,https://anaconda.org/conda-forge/pipx,2024-01-17 09:19:13.109,45080.0,2.0,,,,,,,,,,,,,,,,,,
+50,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 03:50:57.000,2024-03-28 08:26:00.000000,2024-03-28 08:11:32,2659.0,99.0,325.0,30.0,935.0,1442.0,6370.0,2024-03-27 04:30:19.000,2.13.0,190.0,171.0,36,True,,44.0,pdm,conda-forge/pdm,,4.0,837542.0,349.0,270.0,https://pypi.org/project/pdm,2024-03-27 04:30:12.000,79.0,829222.0,https://anaconda.org/conda-forge/pdm,2024-02-26 19:51:12.473,249607.0,2.0,,,,,,,,,,,,,,,,,,
+51,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 17:56:53.000,2024-03-24 19:56:43.000000,2024-03-04 02:34:36,24789.0,234.0,1589.0,201.0,5822.0,885.0,5160.0,2024-03-04 02:01:18.000,3.11.1,130.0,857.0,36,True,,720.0,buildbot,conda-forge/buildbot,,37094.0,20504.0,806.0,348.0,https://pypi.org/project/buildbot,2024-03-04 02:01:18.000,458.0,17984.0,https://anaconda.org/conda-forge/buildbot,2024-03-04 04:16:13.190,92902.0,2.0,,,,,,,,,,,,,,,,,,
+52,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,Apache-2.0,2013-08-13 15:55:58.000,2024-03-28 04:11:42.000000,2024-03-27 11:07:21,1545.0,40.0,202.0,33.0,297.0,287.0,3135.0,2024-01-08 09:52:50.000,24.1.0,34.0,114.0,36,True,,27.0,structlog,conda-forge/structlog,,,12083932.0,12471.0,11287.0,https://pypi.org/project/structlog,2024-01-08 09:52:50.000,1184.0,12074170.0,https://anaconda.org/conda-forge/structlog,2024-02-12 20:32:00.254,370972.0,2.0,,,,,,,,,,,,,,,,,,
+53,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 21:04:25.000,2024-03-28 00:28:38.000000,2024-03-27 08:15:36,2421.0,94.0,379.0,29.0,1828.0,966.0,2395.0,2024-03-26 15:48:27.000,0.19.2,59.0,184.0,36,True,,115.0,wemake-python-styleguide,,,,199311.0,16262.0,16209.0,https://pypi.org/project/wemake-python-styleguide,2024-03-26 15:47:35.000,53.0,199311.0,,,,2.0,,,,,,,,,,,,,,,,,,
+54,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-09-24 19:23:46.000,2024-03-28 00:37:42.000000,2024-03-24 18:47:19,9032.0,113.0,300.0,62.0,1079.0,2760.0,1929.0,2024-03-18 00:55:38.000,4.7.0,36.0,159.0,36,True,,658.0,scons,conda-forge/scons,,1472.0,562603.0,65.0,,https://pypi.org/project/scons,2024-03-18 00:43:09.000,65.0,549898.0,https://anaconda.org/conda-forge/scons,2024-03-18 14:23:14.884,545296.0,2.0,,,,,,,,,,,,,,,,,,
+55,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 15:30:20.000,2024-03-24 16:07:49.962000,2024-03-24 14:56:12,3328.0,99.0,161.0,26.0,376.0,256.0,1824.0,2024-03-24 15:00:05.000,1.13.0,94.0,81.0,36,True,,101.0,rope,conda-forge/rope,,28.0,962537.0,74269.0,72624.0,https://pypi.org/project/rope,2024-03-24 15:00:05.000,1645.0,928065.0,https://anaconda.org/conda-forge/rope,2024-03-24 16:07:49.962,1412792.0,1.0,,,,,,,,,,,,,,,,,,
+56,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 17:31:36.000,2024-03-28 09:39:20.000000,2024-03-28 09:32:51,15587.0,423.0,461.0,112.0,400.0,258.0,6663.0,2023-10-19 15:20:03.000,0.9.19,77.0,258.0,35,True,,142.0,pyre-check,,,,88184.0,75.0,21.0,https://pypi.org/project/pyre-check,2023-10-19 15:20:03.000,54.0,88184.0,,,,3.0,,,,,,,,,,,,,,,,,,
+57,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 20:52:08.000,2024-03-27 20:00:04.000000,2024-03-27 20:00:01,6601.0,188.0,264.0,54.0,917.0,537.0,4521.0,2024-03-19 21:03:23.000,2024.3.19,201.0,101.0,35,True,,152.0,pytype,conda-forge/pytype,,,493618.0,3656.0,3493.0,https://pypi.org/project/pytype,2024-03-19 21:03:23.000,163.0,489310.0,https://anaconda.org/conda-forge/pytype,2024-02-10 17:48:30.581,193879.0,3.0,,,,,,,,,,,,,,,,,,
+58,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 05:11:00.000,2024-03-21 13:58:14.000000,2024-03-18 12:22:52,621.0,11.0,266.0,34.0,235.0,195.0,3951.0,2023-12-19 10:46:44.000,1.4.0,62.0,117.0,35,True,,139.0,freezegun,conda-forge/freezegun,,13.0,11339852.0,4666.0,,https://pypi.org/project/freezegun,2023-12-19 10:46:39.000,4666.0,11303433.0,https://anaconda.org/conda-forge/freezegun,2023-12-19 12:37:51.731,1529466.0,2.0,,,,,,,,,,,,,,,,,,
+59,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 00:40:32.000,2024-03-26 17:15:07.000000,2024-03-26 17:15:06,619.0,27.0,136.0,36.0,266.0,143.0,1739.0,2024-03-21 22:14:13.000,3.14.0,63.0,71.0,35,True,,11.0,pytest-mock,conda-forge/pytest-mock,['pytest'],18.0,20325885.0,82397.0,76611.0,https://pypi.org/project/pytest-mock,2024-03-21 22:14:02.000,5786.0,20270249.0,https://anaconda.org/conda-forge/pytest-mock,2024-03-22 01:55:50.644,2503659.0,2.0,,,,,,,,,,,,,,,,,,
+60,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 05:12:26.000,2024-03-09 10:31:03.000000,2023-02-28 17:40:55,262.0,,265.0,27.0,88.0,89.0,1641.0,2023-02-21 17:40:52.893,2.0.7,27.0,63.0,35,False,,20.0,python-json-logger,conda-forge/python-json-logger,,,31393917.0,91586.0,90687.0,https://pypi.org/project/python-json-logger,2023-02-21 17:40:52.893,899.0,31305665.0,https://anaconda.org/conda-forge/python-json-logger,2023-06-16 13:23:58.542,7324916.0,2.0,,,,,,,,,,,,,,,,,,
+61,setuptools_scm,pypa/setuptools_scm,build-tools,the blessed package to manage your versions by scm tags.,,https://github.com/pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2024-03-25 19:49:38.000000,2024-03-25 19:49:37,1722.0,49.0,216.0,26.0,468.0,479.0,808.0,2023-10-02 15:14:31.000,8.0.4,85.0,134.0,35,True,,87.0,setuptools_scm,conda-forge/setuptools_scm,,,30248726.0,834.0,,https://pypi.org/project/setuptools_scm,2023-10-02 15:14:31.000,834.0,30201052.0,https://anaconda.org/conda-forge/setuptools_scm,2024-03-21 14:17:02.260,2193011.0,2.0,,,,,,,,,,,,,,,,,,
+62,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme.",,https://github.com/sphinx-doc/alabaster,https://github.com/sphinx-doc/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2024-01-17 02:05:17.000000,2024-01-10 01:04:53,417.0,33.0,194.0,32.0,91.0,63.0,714.0,2024-01-10 00:56:08.000,0.7.16,29.0,37.0,35,True,sphinx-doc/alabaster,62.0,alabaster,conda-forge/alabaster,['sphinx'],,11137940.0,131320.0,123550.0,https://pypi.org/project/alabaster,2024-01-10 00:56:08.000,7770.0,10627932.0,https://anaconda.org/conda-forge/alabaster,2024-01-10 01:09:16.100,7140122.0,2.0,,,,,,,,,,,,,,,,,,
+63,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2024-03-21 19:26:57.000000,2024-03-21 19:26:57,3258.0,30.0,2920.0,384.0,1037.0,1666.0,36225.0,2024-02-13 21:59:44.000,2.3.36,92.0,439.0,34,True,,49.0,pyenv,,,,12296.0,22.0,21.0,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,12296.0,,,,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 21:41:22.000,2024-03-26 14:05:58.000000,2024-03-25 08:03:19,2620.0,65.0,319.0,62.0,1142.0,334.0,4279.0,2024-02-27 23:38:51.000,15.1.0,59.0,121.0,34,True,,10.0,mimesis,conda-forge/mimesis,,561.0,201048.0,1767.0,1690.0,https://pypi.org/project/mimesis,2024-02-27 23:38:51.000,77.0,196891.0,https://anaconda.org/conda-forge/mimesis,2024-01-24 22:04:50.706,182680.0,2.0,,,,,,,,,,,,,,,,,,
+65,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 23:59:23.000,2024-03-12 23:11:04.000000,2023-12-01 19:06:35,3701.0,,356.0,93.0,250.0,404.0,4224.0,,,25.0,60.0,34,True,,317.0,invoke,conda-forge/invoke,,,8871856.0,24716.0,24716.0,https://pypi.org/project/invoke,,,8846460.0,https://anaconda.org/conda-forge/invoke,2023-07-13 01:13:36.486,965058.0,3.0,,,,,,,,,,,,,,,,,,
+66,pyarmor,dashingsoft/pyarmor,security,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",,https://github.com/dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2024-03-20 14:44:14.000000,2024-03-20 14:43:59,4401.0,51.0,257.0,45.0,43.0,1407.0,2838.0,2024-03-17 03:56:22.000,8.5.1,339.0,33.0,34,False,,9.0,pyarmor,,,,170693.0,1193.0,1159.0,https://pypi.org/project/pyarmor,2024-03-17 03:56:09.000,34.0,170693.0,,,,2.0,,,,,,,,,,,,,,,,,,
+67,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 07:27:43.000,2024-03-25 21:55:15.000000,2024-03-17 20:49:57,1116.0,27.0,211.0,57.0,344.0,219.0,1253.0,2024-03-17 19:34:19.000,7.1.2,100.0,61.0,34,True,,143.0,pytest-bdd,conda-forge/pytest-bdd,['pytest'],,1275446.0,3609.0,3417.0,https://pypi.org/project/pytest-bdd,2024-03-17 19:34:19.000,192.0,1269809.0,https://anaconda.org/conda-forge/pytest-bdd,2024-03-17 20:53:58.479,56373.0,2.0,,,,,,,,,,,,,,,,,,
+68,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 02:39:17.000,2024-03-28 11:36:21.000000,2024-03-28 11:36:21,588.0,57.0,142.0,22.0,162.0,95.0,1234.0,2024-02-19 16:32:50.000,3.10.0,32.0,57.0,34,False,,45.0,prettytable,conda-forge/prettytable,,,13536068.0,57710.0,56411.0,https://pypi.org/project/prettytable,2024-02-19 16:32:50.000,1299.0,13500903.0,https://anaconda.org/conda-forge/prettytable,2024-02-19 20:20:46.344,1406604.0,2.0,,,,,,,,,,,,,,,,,,
+69,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 06:19:21.000,2024-03-07 11:34:42.705000,2024-03-04 14:53:02,1115.0,27.0,141.0,21.0,71.0,216.0,837.0,2024-03-05 16:21:47.000,4.4.2,109.0,45.0,34,True,,4.0,progressbar2,conda-forge/progressbar2,,2259.0,26579823.0,1618.0,,https://pypi.org/project/progressbar2,2024-03-05 16:21:40.000,1618.0,26553016.0,https://anaconda.org/conda-forge/progressbar2,2024-03-07 11:34:42.705,1205058.0,2.0,,,,,,,,,,,,,,,,,,
+70,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2023-06-18 23:54:48.000000,2023-06-18 23:54:47,1112.0,,99.0,22.0,107.0,104.0,580.0,2021-11-30 21:07:01.473,0.8.3,26.0,46.0,34,True,,11.0,parso,conda-forge/parso,,,38300186.0,416117.0,410007.0,https://pypi.org/project/parso,2021-11-30 21:07:01.473,6110.0,38063340.0,https://anaconda.org/conda-forge/parso,2023-06-16 13:24:17.757,17763478.0,2.0,,,,,,,,,,,,,,,,,,
+71,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 09:52:15.000,2024-03-26 15:24:37.000000,2024-03-04 14:39:58,10156.0,31.0,5621.0,1090.0,379.0,5081.0,30300.0,2024-03-01 10:22:29.000,1.8.3,103.0,135.0,33,True,,62.0,sqlmap,,,,10504.0,31.0,21.0,https://pypi.org/project/sqlmap,2024-03-01 10:22:29.000,10.0,10504.0,,,,2.0,,,,,,,,,,,,,,,,,,
+72,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 20:56:28.000,2024-03-25 01:04:54.000000,2024-03-25 01:04:53,3169.0,75.0,375.0,92.0,300.0,288.0,11019.0,2024-03-24 18:53:10.000,1.5.38,161.0,47.0,33,True,,158.0,scalene,,,,37176.0,609.0,602.0,https://pypi.org/project/scalene,2024-03-24 18:53:10.000,7.0,37176.0,,,,2.0,,,,,,,,,,,,,,,,,,
+73,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 16:38:14.000,2024-03-19 15:47:08.000000,2024-02-18 17:35:24,363.0,4.0,370.0,57.0,182.0,108.0,5757.0,2024-02-18 18:23:06.000,0.5.0,43.0,66.0,33,True,,187.0,pipreqs,conda-forge/pipreqs,,,810573.0,28410.0,28011.0,https://pypi.org/project/pipreqs,2024-02-18 17:49:34.000,399.0,810051.0,https://anaconda.org/conda-forge/pipreqs,2023-06-16 13:23:05.413,47017.0,3.0,,,,,,,,,,,,,,,,,,
+74,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 17:50:31.000,2024-03-24 18:00:51.547000,2024-03-24 17:07:50,1166.0,12.0,167.0,36.0,516.0,407.0,3297.0,2024-03-24 17:07:59.000,3.15.2,168.0,35.0,33,True,,15.0,pyupgrade,conda-forge/pyupgrade,,,651716.0,208.0,,https://pypi.org/project/pyupgrade,2024-03-24 17:07:59.000,208.0,638295.0,https://anaconda.org/conda-forge/pyupgrade,2024-03-24 18:00:51.547,617376.0,2.0,,,,,,,,,,,,,,,,,,
+75,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2024-03-19 07:00:35.000000,2024-03-19 07:00:35,756.0,11.0,176.0,26.0,153.0,178.0,2973.0,2024-01-19 19:44:22.000,2.11,51.0,42.0,33,True,,27.0,vulture,conda-forge/vulture,,,592119.0,4705.0,4422.0,https://pypi.org/project/vulture,2024-01-19 19:42:34.000,283.0,591256.0,https://anaconda.org/conda-forge/vulture,2023-06-16 13:24:21.364,78578.0,2.0,,,,,,,,,,,,,,,,,,
+76,pex,pantsbuild/pex,packaging,"A tool for generating .pex (Python EXecutable) files, lock files and venvs.",,https://github.com/pex-tool/pex,https://github.com/pex-tool/pex,Apache-2.0,2014-07-21 17:06:12.000,2024-03-27 19:41:11.000000,2024-03-22 01:53:34,1458.0,40.0,250.0,55.0,1242.0,950.0,2444.0,2024-02-29 06:00:51.000,2.2.2,256.0,119.0,33,True,pex-tool/pex,153.0,pex,,,3877268.0,1582205.0,715.0,573.0,https://pypi.org/project/pex,2024-02-29 06:00:18.000,142.0,1427115.0,,,,2.0,,,,,,,,,,,,,,,,,,
+77,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 07:26:30.000,2024-02-21 19:45:27.000000,2023-10-18 06:21:56,1396.0,,174.0,35.0,281.0,316.0,1901.0,2023-10-18 06:23:27.000,1.10.3,125.0,90.0,33,True,landscapeio/prospector,59.0,prospector,conda-forge/prospector,,,897773.0,5509.0,4799.0,https://pypi.org/project/prospector,2023-10-18 06:23:27.000,710.0,895222.0,https://anaconda.org/conda-forge/prospector,2023-10-19 14:14:48.980,102078.0,1.0,,,,,,,,,,,,,,,,,,
+78,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 15:28:56.000,2023-12-20 13:33:36.000000,2023-10-05 17:12:04,684.0,,191.0,37.0,166.0,137.0,1668.0,2023-05-12 08:13:47.000,1.8.0,72.0,93.0,33,True,,55.0,nodeenv,conda-forge/nodeenv,,,20410342.0,79082.0,78114.0,https://pypi.org/project/nodeenv,2023-05-12 08:10:47.532,968.0,20364339.0,https://anaconda.org/conda-forge/nodeenv,2023-06-16 13:21:50.931,3588288.0,2.0,,,,,,,,,,,,,,,,,,
+79,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 10:13:12.000,2024-03-18 12:29:19.000000,2024-02-10 00:53:11,1352.0,7.0,162.0,36.0,204.0,137.0,1456.0,2023-11-10 23:35:23.000,1.7.0.post0,45.0,79.0,33,True,,47.0,logbook,conda-forge/logbook,,334.0,3780875.0,6883.0,5688.0,https://pypi.org/project/logbook,2023-11-10 23:32:34.000,1195.0,3777086.0,https://anaconda.org/conda-forge/logbook,2023-11-11 10:50:13.350,170408.0,2.0,,,,,,,,,,,,,,,,,,
+80,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,,2015-12-27 23:15:37.000,2024-03-24 09:36:47.690000,2024-03-24 08:04:42,605.0,23.0,97.0,23.0,125.0,293.0,1415.0,2024-03-24 08:06:08.000,4.2.1,28.0,34.0,33,False,,16.0,typeguard,conda-forge/typeguard,,,14827874.0,22067.0,22067.0,https://pypi.org/project/typeguard,,,14816628.0,https://anaconda.org/conda-forge/typeguard,2024-03-24 09:36:47.690,506090.0,3.0,,,,,,,,,,,,,,,,,,
+81,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 19:36:32.000,2023-11-06 17:25:08.000000,2016-03-04 01:16:26,1004.0,,387.0,48.0,262.0,466.0,1357.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,33,False,,452.0,nose,conda-forge/nose,,,7182894.0,197561.0,152762.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,44799.0,7150543.0,https://anaconda.org/conda-forge/nose,2023-06-16 13:17:32.308,3041075.0,2.0,,,,,,,,,,,,,,,,,,
+82,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 04:02:58.000,2024-03-22 16:40:14.846000,2024-03-08 21:59:18,575.0,31.0,144.0,22.0,452.0,292.0,1205.0,2024-03-03 20:08:52.000,2024.3.2,26.0,95.0,33,True,wntrblm/nox,59.0,nox,conda-forge/nox,['pytest'],,2290572.0,5621.0,5129.0,https://pypi.org/project/nox,2024-03-03 20:08:52.000,492.0,2284514.0,https://anaconda.org/conda-forge/nox,2024-03-22 16:40:14.846,272619.0,2.0,,,,,,,,,,,,,,,,,,
+83,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 20:43:31.000,2024-03-20 01:00:01.000000,2024-02-25 17:17:16,2428.0,84.0,175.0,22.0,812.0,458.0,831.0,2024-02-25 18:39:48.000,0.6.3,22.0,81.0,33,True,,132.0,asv,conda-forge/asv,,288.0,122256.0,1170.0,1079.0,https://pypi.org/project/asv,2024-02-25 18:39:41.000,91.0,105542.0,https://anaconda.org/conda-forge/asv,2024-02-25 21:52:51.865,768732.0,2.0,,,,,,,,,,,,,,,,,,
+84,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-2-Clause,2011-12-14 15:33:15.000,2024-03-25 16:56:10.000000,2024-01-31 00:34:09,1151.0,8.0,137.0,23.0,331.0,218.0,770.0,2024-01-28 23:44:12.000,0.14.1,31.0,77.0,33,True,,51.0,nose2,conda-forge/nose2,,,900665.0,25870.0,24737.0,https://pypi.org/project/nose2,2024-01-28 23:44:12.000,1133.0,898816.0,https://anaconda.org/conda-forge/nose2,2023-06-16 16:08:37.386,129451.0,2.0,,,,,,,,,,,,,,,,,,
+85,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 19:22:42.000,2024-03-25 21:55:27.000000,2024-02-02 10:40:15,511.0,2.0,257.0,23.0,374.0,251.0,648.0,2023-11-07 16:58:34.000,4.1.1,58.0,55.0,33,True,,144.0,pytest-html,conda-forge/pytest-html,['pytest'],,7589630.0,45804.0,44966.0,https://pypi.org/project/pytest-html,2023-11-07 15:44:27.000,838.0,7576782.0,https://anaconda.org/conda-forge/pytest-html,2023-11-23 18:39:24.921,513930.0,2.0,,,,,,,,,,,,,,,,,,
+86,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 13:55:43.000,2024-02-05 14:29:49.000000,2024-01-13 17:27:19,317.0,4.0,946.0,229.0,118.0,106.0,16237.0,2024-01-05 13:51:59.000,1.2.0,59.0,27.0,32,True,,27.0,pysnooper,conda-forge/pysnooper,,,345130.0,1781.0,1725.0,https://pypi.org/project/pysnooper,2023-07-15 15:06:01.470,56.0,343388.0,https://anaconda.org/conda-forge/pysnooper,2023-07-27 14:52:53.379,73177.0,1.0,,,,,,,,,,,,,,,,,,
+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 18:04:11.000,2024-03-13 01:00:11.000000,2024-03-13 01:00:10,1172.0,37.0,384.0,61.0,347.0,140.0,12427.0,2023-12-04 20:37:33.000,1.11.0,19.0,46.0,32,True,,21.0,memray,conda-forge/memray,,,421859.0,361.0,342.0,https://pypi.org/project/memray,2023-12-04 20:37:33.000,19.0,417688.0,https://anaconda.org/conda-forge/memray,2024-02-15 20:29:16.364,95935.0,2.0,,,,,,,,,,,,,,,,,,
+88,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 02:22:15.000,2024-03-22 01:24:09.000000,2024-02-27 19:23:07,488.0,2.0,387.0,109.0,317.0,190.0,11720.0,2022-09-07 22:01:08.223,0.3.14,38.0,38.0,32,True,,174.0,py-spy,conda-forge/py-spy,,15696.0,1842483.3333333333,3834.0,3779.0,https://pypi.org/project/py-spy,2022-09-07 22:00:23.982,54.0,1831197.0,https://anaconda.org/conda-forge/py-spy,2023-06-16 16:18:45.113,514983.0,2.0,,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2022-09-07 22:01:08.223,1.0,1290.3333333333333,412556.0,
+89,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 17:53:13.000,2024-03-12 08:47:22.000000,2024-03-12 08:47:15,952.0,10.0,218.0,53.0,158.0,115.0,6064.0,2024-01-26 19:49:25.000,4.6.2,45.0,55.0,32,True,,25.0,pyinstrument,conda-forge/pyinstrument,,,997224.0,2283.0,2144.0,https://pypi.org/project/pyinstrument,2024-01-26 19:49:25.000,139.0,990383.0,https://anaconda.org/conda-forge/pyinstrument,2024-01-26 23:44:31.158,294176.0,2.0,,,,,,,,,,,,,,,,,,
+90,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 06:06:22.000,2024-03-28 07:05:20.000000,2024-03-28 07:00:08,1179.0,77.0,46.0,14.0,47.0,215.0,2361.0,2024-02-14 06:47:55.000,0.17.2,36.0,21.0,32,True,,52.0,beartype,conda-forge/beartype,,,2170319.0,213.0,,https://pypi.org/project/beartype,2024-02-14 06:47:55.000,213.0,2168385.0,https://anaconda.org/conda-forge/beartype,2024-02-14 08:46:20.588,87044.0,2.0,,,,,,,,,,,,,,,,,,
+91,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 15:20:03.000,2024-03-25 11:54:26.000000,2024-03-25 11:54:25,3934.0,267.0,311.0,45.0,892.0,593.0,2292.0,2024-02-06 06:06:22.000,0.3.17,51.0,138.0,32,True,,130.0,briefcase,,,256.0,7160.0,554.0,535.0,https://pypi.org/project/briefcase,2024-02-06 06:06:22.000,19.0,7155.0,,,,2.0,,,,,,,,,,,,,,,,,,
+92,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 20:47:06.376,2024-03-04 21:25:36.000000,2023-04-30 10:08:19,610.0,,148.0,23.0,102.0,133.0,1951.0,2022-10-06 17:23:25.701,0.9.0,27.0,84.0,32,True,,83.0,tabulate,conda-forge/tabulate,,,61756670.0,8668.0,,https://pypi.org/project/tabulate,2022-10-06 17:23:25.701,8668.0,61687692.0,https://anaconda.org/conda-forge/tabulate,2023-06-16 13:16:13.524,6483946.0,3.0,,,,,,,,,,,,,,,,,,
+93,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2024-03-14 16:12:34.193000,2024-03-14 13:26:32,675.0,6.0,493.0,71.0,296.0,173.0,1871.0,,,12.0,99.0,32,True,,81.0,pyelftools,conda-forge/pyelftools,,,3990827.0,7780.0,7207.0,https://pypi.org/project/pyelftools,2024-03-14 13:28:20.000,573.0,3987114.0,https://anaconda.org/conda-forge/pyelftools,2024-03-14 16:12:34.193,152247.0,1.0,,,,,,,,,,,,,,,,,,
+94,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2024-03-26 15:02:38.000000,2024-03-01 10:47:35,1004.0,10.0,233.0,28.0,311.0,335.0,1788.0,2024-01-17 23:56:05.000,14.4.0,103.0,61.0,32,True,,21.0,pdoc,,,,226182.0,3011.0,2651.0,https://pypi.org/project/pdoc,2024-01-17 23:56:05.000,360.0,226182.0,,,,2.0,,,,,,,,,,,,,,,,,,
+95,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 13:22:56.000,2024-03-26 13:08:33.326000,2024-03-26 03:01:34,606.0,15.0,143.0,33.0,315.0,124.0,1614.0,2024-03-26 03:19:04.000,3.1.0,61.0,41.0,32,True,,80.0,safety,conda-forge/safety,,505252.0,1618532.0,14245.0,13803.0,https://pypi.org/project/safety,2024-03-26 03:11:12.000,442.0,1605685.0,https://anaconda.org/conda-forge/safety,2024-03-26 13:08:33.326,90530.0,3.0,,,,,,,,,,,,,,,,,,
+96,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2024-03-23 10:06:52.000000,2024-03-23 10:06:49,637.0,21.0,102.0,14.0,174.0,337.0,1535.0,2024-02-27 16:06:43.000,0.24.1,53.0,42.0,32,True,,48.0,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],,924604.0,12611.0,12084.0,https://pypi.org/project/mkdocstrings,2024-02-27 16:06:28.000,527.0,921976.0,https://anaconda.org/conda-forge/mkdocstrings,2024-02-29 03:21:52.440,107760.0,2.0,,,,,,,,,,,,,,,,,,
+97,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,PSF-2.0,2017-01-22 04:25:52.000,2024-03-28 06:24:24.000000,2024-03-28 06:23:53,1911.0,100.0,207.0,27.0,1260.0,867.0,1234.0,2024-03-16 04:52:00.000,6.15.16,88.0,109.0,32,True,,57.0,cx_freeze,conda-forge/cx_freeze,,,145809.0,62.0,,https://pypi.org/project/cx_freeze,2024-03-23 23:50:48.000,62.0,139406.0,https://anaconda.org/conda-forge/cx_freeze,2024-03-16 05:37:39.975,294565.0,2.0,,,,,,,,,,,,,,,,,,
+98,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 21:09:27.000,2024-02-12 04:31:32.000000,2024-02-12 04:31:32,443.0,17.0,73.0,18.0,166.0,94.0,1227.0,2024-02-01 18:30:29.000,1.0.0,30.0,53.0,32,True,,22.0,pytest-sugar,conda-forge/pytest-sugar,['pytest'],17.0,1952955.0,27312.0,24447.0,https://pypi.org/project/pytest-sugar,2024-02-01 18:30:29.000,2865.0,1947467.0,https://anaconda.org/conda-forge/pytest-sugar,2024-02-05 11:11:27.904,230486.0,3.0,,,,,,,,,,,,,,,,,,
+99,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2023-11-03 22:28:46.000000,2023-11-03 22:28:45,746.0,,187.0,19.0,318.0,225.0,1106.0,2023-01-17 20:31:11.783,6.3.0,23.0,92.0,32,True,,121.0,pydocstyle,conda-forge/pydocstyle,,70.0,6681846.0,66430.0,63563.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,2867.0,6662592.0,https://anaconda.org/conda-forge/pydocstyle,2023-06-16 13:18:02.967,1771440.0,2.0,,,,,,,,,,,,,,,,,,
+100,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 20:54:43.000,2024-03-18 23:43:52.000000,2024-03-18 23:43:51,375.0,25.0,102.0,8.0,246.0,162.0,1033.0,2024-02-07 04:25:21.000,24.2.6,68.0,84.0,32,True,,57.0,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],,3201964.0,37267.0,36720.0,https://pypi.org/project/flake8-bugbear,2024-02-07 04:25:21.000,547.0,3182782.0,https://anaconda.org/conda-forge/flake8-bugbear,2024-02-07 19:51:02.821,767316.0,2.0,,,,,,,,,,,,,,,,,,
+101,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 20:41:41.000,2024-03-25 17:42:23.000000,2024-03-25 17:42:22,358.0,17.0,101.0,11.0,248.0,155.0,526.0,2024-02-08 02:24:44.000,2.0.0,75.0,54.0,32,True,,34.0,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],,2229317.0,50488.0,48310.0,https://pypi.org/project/sphinx-autodoc-typehints,2024-02-08 02:24:44.000,2178.0,2214740.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2024-02-08 10:39:09.188,655980.0,2.0,,,,,,,,,,,,,,,,,,
+102,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/sphinx-doc/sphinx-autobuild,https://github.com/sphinx-doc/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2024-03-10 11:23:12.000000,2024-02-04 06:08:57,337.0,32.0,73.0,21.0,66.0,59.0,505.0,2024-02-04 06:10:22.000,2024.2.4,16.0,29.0,32,True,sphinx-doc/sphinx-autobuild,24.0,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],,885508.0,25472.0,22391.0,https://pypi.org/project/sphinx-autobuild,2024-02-04 06:10:22.000,3081.0,879335.0,https://anaconda.org/conda-forge/sphinx-autobuild,2024-02-04 08:41:06.492,240768.0,2.0,,,,,,,,,,,,,,,,,,
+103,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 21:49:44.000,2024-03-24 16:15:33.000000,2024-03-19 17:11:56,851.0,73.0,37.0,6.0,63.0,169.0,247.0,2024-03-19 17:12:15.000,0.42.1,101.0,28.0,32,True,,17.0,griffe,conda-forge/griffe,,,1313028.0,4906.0,4853.0,https://pypi.org/project/griffe,2024-03-19 17:12:04.000,53.0,1304014.0,https://anaconda.org/conda-forge/griffe,2024-03-19 18:55:11.326,216340.0,2.0,,,,,,,,,,,,,,,,,,
+104,alive-progress,rsalmei/alive-progress,logging,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",,https://github.com/rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2024-03-07 05:14:36.000000,2023-12-02 19:40:58,685.0,,191.0,49.0,50.0,200.0,5060.0,2023-11-08 23:23:51.000,3.1.5,34.0,7.0,31,True,,20.0,alive-progress,conda-forge/alive-progress,,,762693.0,3116.0,2896.0,https://pypi.org/project/alive-progress,2023-11-08 23:23:51.000,220.0,761539.0,https://anaconda.org/conda-forge/alive-progress,2023-11-09 06:24:38.416,50803.0,3.0,,,,,,,,,,,,,,,,,,
+105,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 08:26:59.000,2024-03-25 07:42:31.000000,2024-03-18 07:19:22,1004.0,8.0,378.0,41.0,500.0,414.0,3389.0,2023-07-19 09:04:00.000,3.3.0,43.0,131.0,31,True,,195.0,factory_boy,conda-forge/factory_boy,,,4288184.0,846.0,,https://pypi.org/project/factory_boy,2023-07-19 09:04:00.000,846.0,4284801.0,https://anaconda.org/conda-forge/factory_boy,2023-07-19 13:42:09.417,142093.0,3.0,,,,,,,,,,,,,,,,,,
+106,doit,pydoit/doit,build-tools,task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2023-10-21 22:19:38.000000,2023-01-16 03:40:03,1483.0,,170.0,48.0,163.0,218.0,1770.0,2022-04-22 15:33:23.000,0.36.0,48.0,65.0,31,False,,85.0,doit,conda-forge/doit,,,789781.0,2077.0,1778.0,https://pypi.org/project/doit,2022-04-22 15:33:23.000,299.0,786394.0,https://anaconda.org/conda-forge/doit,2023-06-16 13:22:52.551,254052.0,3.0,,,,,,,,,,,,,,,,,,
+107,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 17:57:21.000,2024-01-26 16:23:52.610000,2024-01-26 14:06:47,244.0,7.0,123.0,13.0,48.0,76.0,848.0,2024-01-26 13:59:27.000,6.8.2,68.0,33.0,31,True,,,colorlog,conda-forge/colorlog,,,12379168.0,38606.0,35764.0,https://pypi.org/project/colorlog,2024-01-26 13:59:27.000,2842.0,12332303.0,https://anaconda.org/conda-forge/colorlog,2024-01-26 16:23:52.610,2062077.0,3.0,,,,,,,,,,,,,,,,,,
+108,breathe,michaeljones/breathe,documentation,ReStructuredText and Sphinx bridge to Doxygen.,,https://github.com/breathe-doc/breathe,https://github.com/breathe-doc/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2024-03-20 17:00:12.000000,2023-10-24 08:23:51,1761.0,,187.0,20.0,371.0,400.0,719.0,2023-03-31 19:07:42.000,4.35.0,65.0,107.0,31,True,breathe-doc/breathe,179.0,breathe,conda-forge/breathe,,595.0,554737.0,13863.0,12811.0,https://pypi.org/project/breathe,2023-02-28 20:05:00.925,1052.0,542767.0,https://anaconda.org/conda-forge/breathe,2023-07-04 04:52:22.769,537893.0,2.0,,,,,,,,,,,,,,,,,,
+109,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2023-12-03 13:55:50.000000,2023-12-03 13:55:50,149.0,,58.0,17.0,60.0,45.0,625.0,2022-01-24 01:14:49.000,0.7.0,13.0,24.0,31,True,,14.0,mccabe,conda-forge/mccabe,,,46368856.0,452103.0,436086.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,16017.0,46283673.0,https://anaconda.org/conda-forge/mccabe,2023-06-16 13:17:55.573,7922069.0,2.0,,,,,,,,,,,,,,,,,,
+110,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 08:22:26.000,2024-01-30 20:19:18.000000,2023-11-06 14:59:27,469.0,,31.0,10.0,43.0,25.0,300.0,2020-12-27 11:10:13.000,0.5.4,19.0,10.0,31,True,,13.0,executing,conda-forge/executing,,,31945099.0,163636.0,163636.0,https://pypi.org/project/executing,,,31681224.0,https://anaconda.org/conda-forge/executing,2023-10-29 11:48:33.889,10818903.0,1.0,,,,,,,,,,,,,,,,,,
+111,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2024-03-28 13:06:45.000000,2024-03-28 11:52:59,608.0,17.0,150.0,35.0,316.0,139.0,272.0,2024-03-28 13:06:45.000,1.7.0,29.0,83.0,31,False,,91.0,numpydoc,conda-forge/numpydoc,['sphinx'],,679504.0,48000.0,43048.0,https://pypi.org/project/numpydoc,2024-03-28 13:06:45.000,4952.0,629748.0,https://anaconda.org/conda-forge/numpydoc,2023-12-08 17:48:59.802,2288817.0,2.0,,,,,,,,,,,,,,,,,,
+112,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 13:05:10.000,2024-03-28 13:58:53.000000,2024-03-28 13:08:35,2818.0,87.0,329.0,46.0,1634.0,1154.0,6098.0,2024-03-25 16:18:02.000,2024.03.25,122.0,150.0,30,True,,492.0,,conda-forge/mamba,,,233301.0,,,,,,,https://anaconda.org/conda-forge/mamba,2024-03-26 17:47:57.408,10731883.0,3.0,,,,,,,,,,,,,,,,,,
+113,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 00:38:38.000,2024-03-25 15:38:05.000000,2024-01-12 20:26:20,1320.0,4.0,380.0,49.0,490.0,204.0,3418.0,2022-10-05 17:13:10.000,1.4.0,37.0,74.0,30,True,,119.0,detect-secrets,,,,587340.0,55.0,,https://pypi.org/project/detect-secrets,2022-10-04 19:58:36.939,55.0,587340.0,,,,3.0,,,,,,,,,,,,,,,,,,
+114,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,,2011-05-13 23:44:30.000,2024-03-26 21:24:17.000000,2024-02-21 23:04:22,1239.0,6.0,215.0,50.0,283.0,179.0,2853.0,2024-01-16 22:18:37.000,2024.1,12.0,95.0,30,False,,143.0,pudb,conda-forge/pudb,,,260102.0,6098.0,6098.0,https://pypi.org/project/pudb,,,257400.0,https://anaconda.org/conda-forge/pudb,2023-06-16 13:21:37.623,248643.0,2.0,,,,,,,,,,,,,,,,,,
+115,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 21:22:27.000,2024-03-25 12:58:13.327000,2024-01-28 09:31:50,1187.0,4.0,127.0,33.0,278.0,285.0,2085.0,,,22.0,71.0,30,True,,107.0,flit,conda-forge/flit,,,524239.0,1785.0,1785.0,https://pypi.org/project/flit,,,520024.0,https://anaconda.org/conda-forge/flit,2024-03-25 12:58:13.327,177044.0,3.0,,,,,,,,,,,,,,,,,,
+116,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 14:30:43.000000,2023-08-03 14:30:43,380.0,,147.0,28.0,84.0,130.0,1801.0,2023-03-09 15:41:00.602,0.13.13,46.0,58.0,30,True,,64.0,ipdb,conda-forge/ipdb,,,3152622.0,63220.0,54182.0,https://pypi.org/project/ipdb,2023-03-09 15:41:00.602,9038.0,3147841.0,https://anaconda.org/conda-forge/ipdb,2023-06-16 13:21:31.191,439932.0,2.0,,,,,,,,,,,,,,,,,,
+117,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 18:58:58.000,2024-03-03 11:39:02.000000,2023-10-06 10:02:00,544.0,,112.0,34.0,94.0,145.0,1588.0,2023-03-26 06:25:00.948,6.0.1,56.0,60.0,30,True,,24.0,radon,conda-forge/radon,,,594543.0,5512.0,4848.0,https://pypi.org/project/radon,2023-03-26 06:25:00.948,664.0,593645.0,https://anaconda.org/conda-forge/radon,2023-06-16 13:24:51.939,69187.0,2.0,,,,,,,,,,,,,,,,,,
+118,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 20:48:39.000,2024-03-25 21:24:01.000000,2023-08-14 16:01:13,475.0,,190.0,9.0,244.0,146.0,546.0,2021-11-11 21:00:03.000,3.3.1,42.0,64.0,30,True,,27.0,coveralls,conda-forge/coveralls,['pytest'],,852927.0,42850.0,33253.0,https://pypi.org/project/coveralls,2021-11-11 21:00:03.000,9597.0,840557.0,https://anaconda.org/conda-forge/coveralls,2023-06-16 13:24:40.028,1063824.0,3.0,,,,,,,,,,,,,,,,,,
+119,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 03:19:25.000,2024-03-11 13:14:44.000000,2023-10-18 07:06:19,437.0,,551.0,163.0,162.0,172.0,9657.0,2023-10-18 16:33:47.000,0.15.2.0,95.0,45.0,29,True,,147.0,gdbgui,,,17064.0,19859.0,383.0,380.0,https://pypi.org/project/gdbgui,2023-10-18 17:35:11.000,3.0,19472.0,,,,2.0,,,,,,,,,,,,,,,,,,
+120,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2024-02-28 14:53:45.000000,2024-02-01 01:02:12,272.0,1.0,177.0,50.0,54.0,71.0,8343.0,2022-07-21 09:20:01.329,2.1.3,17.0,21.0,29,True,,70.0,icecream,conda-forge/icecream,,,980236.0,202.0,21.0,https://pypi.org/project/icecream,2022-07-21 09:20:01.329,181.0,979276.0,https://anaconda.org/conda-forge/icecream,2023-06-16 19:25:30.341,33607.0,2.0,,,,,,,,,,,,,,,,,,
+121,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2024-02-17 16:34:34.000000,2023-10-23 14:35:37,718.0,,371.0,80.0,163.0,116.0,4188.0,2022-11-15 17:59:01.069,0.61.0,59.0,103.0,29,True,,131.0,memory_profiler,conda-forge/memory_profiler,,,1568598.0,265.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,265.0,1563178.0,https://anaconda.org/conda-forge/memory_profiler,2023-06-16 13:17:34.885,509550.0,2.0,,,,,,7.0,,,,,,,,,,,,
+122,coala,coala/coala,linters,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",,https://github.com/coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2024-02-05 04:33:35.000000,2021-06-11 17:11:55,4487.0,,1356.0,100.0,3153.0,2374.0,3512.0,2017-05-30 10:07:57.000,0.11.1,731.0,483.0,29,False,,835.0,coala-bears,,,177.0,7882.0,121.0,13.0,https://pypi.org/project/coala-bears,2017-11-10 21:09:42.601,108.0,7881.0,,,,2.0,,,,,,,,,,,,,,,,,,
+123,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 20:49:52.000,2024-02-15 05:02:38.000000,2024-02-15 04:58:36,783.0,7.0,349.0,77.0,416.0,217.0,2315.0,2024-02-15 05:02:38.000,10.1.0,16.0,138.0,29,True,,131.0,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],,463371.0,11.0,,https://pypi.org/project/pytest-testinfra,2024-02-15 05:02:38.000,11.0,462971.0,https://anaconda.org/conda-forge/pytest-testinfra,2023-11-19 14:00:16.233,15225.0,3.0,,,,,,,,,,,,,,,,,,
+124,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 20:46:30.000,2024-03-12 07:58:48.000000,2023-12-18 14:36:24,755.0,,72.0,15.0,95.0,60.0,1360.0,2023-12-07 08:53:23.000,1.6.0,24.0,31.0,29,True,,20.0,yappi,conda-forge/yappi,,,2706513.0,1482.0,1130.0,https://pypi.org/project/yappi,2023-12-07 08:53:23.000,352.0,2702368.0,https://anaconda.org/conda-forge/yappi,2023-12-07 11:50:22.080,169954.0,2.0,,,,,,,,,,,,,,,,,,
+125,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 13:42:16.000,2024-02-24 12:42:57.000000,2022-07-14 18:31:38,706.0,,68.0,18.0,323.0,126.0,1238.0,2021-07-09 22:22:20.000,0.10.3,26.0,41.0,29,False,,101.0,pdbpp,conda-forge/pdbpp,,,444902.0,6231.0,5487.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000,744.0,443467.0,https://anaconda.org/conda-forge/pdbpp,2023-06-16 13:25:41.484,113375.0,2.0,,,,,,,,,,,,,,,,,,
+126,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 10:55:33.000,2024-03-25 12:07:39.000000,2023-12-15 12:49:52,1016.0,,111.0,19.0,77.0,88.0,1182.0,2022-10-25 21:23:01.695,4.0.0,43.0,41.0,29,True,,100.0,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],,2401595.0,9227.0,8431.0,https://pypi.org/project/pytest-benchmark,2022-10-25 21:23:01.695,796.0,2381049.0,https://anaconda.org/conda-forge/pytest-benchmark,2023-06-16 13:15:49.392,1972445.0,3.0,,,,,,,,,,,,,,,,,,
+127,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 20:08:18.000,2024-02-15 16:39:05.000000,2024-02-15 16:36:51,1141.0,32.0,79.0,24.0,91.0,178.0,782.0,2024-02-15 16:39:05.000,4.0.1,148.0,39.0,29,True,,8.0,green,conda-forge/green,,,19760.0,243.0,,https://pypi.org/project/green,2024-02-15 16:39:05.000,243.0,16698.0,https://anaconda.org/conda-forge/green,2023-09-28 06:00:07.530,134735.0,3.0,,,,,,,,,,,,,,,,,,
+128,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 06:35:15.000,2024-03-25 22:16:22.000000,2024-02-26 20:34:04,655.0,1.0,118.0,16.0,201.0,170.0,581.0,2023-10-23 13:09:34.000,2.5.5,56.0,71.0,29,True,pylint-dev/pylint-django,60.0,pylint-django,conda-forge/pylint-django,['pylint'],278.0,1325505.0,30155.0,28969.0,https://pypi.org/project/pylint-django,2023-10-23 13:09:34.000,1186.0,1320961.0,https://anaconda.org/conda-forge/pylint-django,2024-01-09 10:07:10.754,181590.0,2.0,,,,,,,,,,,,,,,,,,
+129,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 18:57:12.000,2024-02-29 23:37:43.715000,2021-06-11 10:22:09,273.0,,42.0,10.0,37.0,52.0,530.0,2021-06-11 10:24:04.382,15.0.1,63.0,16.0,29,False,,33.0,coloredlogs,anaconda/coloredlogs,,,16665559.0,40446.0,38282.0,https://pypi.org/project/coloredlogs,2021-06-11 10:24:04.382,2164.0,16665392.0,https://anaconda.org/anaconda/coloredlogs,2024-02-29 23:37:43.715,13063.0,3.0,,,,,,,,,,,,,,,,,,
+130,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 12:15:56.000,2024-03-26 20:12:28.000000,2024-03-26 20:12:27,591.0,16.0,23.0,7.0,507.0,51.0,462.0,2023-07-10 12:46:08.000,3.14.0,39.0,15.0,29,True,,6.0,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],,1304633.0,27208.0,26478.0,https://pypi.org/project/flake8-comprehensions,2023-07-10 12:46:08.000,730.0,1287447.0,https://anaconda.org/conda-forge/flake8-comprehensions,2023-07-17 21:11:54.892,773405.0,2.0,,,,,,,,,,,,,,,,,,
+131,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2024-02-26 03:51:48.214000,2024-02-26 01:33:26,235.0,2.0,111.0,21.0,64.0,46.0,434.0,2024-02-26 01:36:10.000,1.7.2,25.0,38.0,29,True,,11.0,ddt,conda-forge/ddt,,,634264.0,5586.0,5586.0,https://pypi.org/project/ddt,,,629155.0,https://anaconda.org/conda-forge/ddt,2024-02-26 03:51:48.214,91967.0,3.0,,,,,,,,,,,,,,,,,,
+132,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 00:05:08.000,2024-03-23 11:51:57.000000,2024-02-10 21:52:43,112.0,4.0,39.0,5.0,68.0,45.0,174.0,2024-02-10 21:58:22.000,3.4.0,42.0,33.0,29,True,,6.0,flake8-quotes,conda-forge/flake8-quotes,['flake8'],,781861.0,22054.0,21111.0,https://pypi.org/project/flake8-quotes,2024-02-10 21:58:22.000,943.0,759676.0,https://anaconda.org/conda-forge/flake8-quotes,2024-02-10 23:02:56.593,687740.0,2.0,,,,,,,,,,,,,,,,,,
+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 17:41:25.000,2024-03-04 09:54:17.000000,2022-03-06 14:20:17,408.0,,395.0,155.0,74.0,229.0,9822.0,2021-12-22 19:23:21.000,1.0.68,53.0,35.0,28,False,,80.0,bpytop,conda-forge/bpytop,,,7907.0,179.0,178.0,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000,1.0,7484.0,https://anaconda.org/conda-forge/bpytop,2023-06-16 19:24:35.135,15674.0,3.0,,,,,,,,,,,,,,,,,,
+134,xonsh,xonsh/xonsh,shell,"Python-powered, cross-platform, Unix-gazing shell.",,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,,2015-01-21 22:05:27.000,2024-03-25 19:28:01.000000,2024-03-25 19:28:00,10521.0,38.0,610.0,104.0,2616.0,2218.0,7912.0,2024-03-07 15:12:15.000,0.15.1,100.0,325.0,28,False,,290.0,xonsh,,,9833.0,39615.0,,,https://pypi.org/project/xonsh,,,39505.0,,,,1.0,,,,,,,,,,,,,,,,,,
+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 23:32:13.000,2024-03-08 16:37:42.000000,2023-01-21 22:38:30,6697.0,,218.0,63.0,131.0,237.0,5157.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,28,False,,324.0,pyoxidizer,,,14062.0,22941.0,154.0,152.0,https://pypi.org/project/pyoxidizer,2023-01-02 16:18:55.910,2.0,22660.0,,,,3.0,,,,,,,,,,,,,,,,,,
+136,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2024-03-18 17:43:02.000000,2022-07-14 07:40:12,517.0,,102.0,30.0,363.0,67.0,2598.0,2022-02-10 14:51:38.000,1.3.3,31.0,19.0,28,False,,43.0,notifiers,conda-forge/notifiers,,,1140312.0,1217.0,1192.0,https://pypi.org/project/notifiers,2022-02-10 14:51:38.000,25.0,1139388.0,https://anaconda.org/conda-forge/notifiers,2023-06-16 19:23:52.875,36038.0,3.0,,,,,,,,,,,,,,,,,,
+137,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 23:32:13.000,2023-11-01 17:50:44.000000,2023-11-01 17:50:44,3337.0,,600.0,90.0,534.0,170.0,1730.0,2016-11-25 22:13:29.000,4.0.515,36.0,387.0,28,True,,135.0,diamond,,,,6709.0,201.0,167.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,34.0,6709.0,,,,3.0,,,,,,,,,,,,,,,,,,
+138,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 11:38:06.000,2024-02-14 23:16:54.140000,2024-02-14 21:07:00,1426.0,2.0,255.0,91.0,388.0,424.0,1633.0,2024-02-14 21:17:09.000,0.13.11,676.0,39.0,28,True,,100.0,pybuilder,conda-forge/pybuilder,,,28816.0,60.0,,https://pypi.org/project/pybuilder,2024-02-14 21:17:09.000,60.0,26514.0,https://anaconda.org/conda-forge/pybuilder,2024-02-14 23:16:54.140,64462.0,3.0,,,,,,,,,,,,,,,,,,
+139,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 02:32:40.000,2024-03-11 20:48:23.000000,2024-03-11 03:39:49,585.0,10.0,143.0,9.0,124.0,207.0,1069.0,2021-08-03 14:51:19.000,0.10.0,34.0,61.0,28,True,,123.0,pdoc3,anaconda/pdoc3,,,249758.0,4275.0,4016.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000,259.0,249723.0,https://anaconda.org/anaconda/pdoc3,2023-06-16 16:19:13.966,1852.0,3.0,,,,,,,,,,,,,,,,,,
+140,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2024-01-11 17:49:41.000000,2024-01-11 17:49:41,266.0,1.0,98.0,24.0,110.0,79.0,768.0,2019-12-10 01:50:33.000,0.8.1,14.0,34.0,28,True,,40.0,astor,conda-forge/astor,,,7585275.0,2233.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,2233.0,7557780.0,https://anaconda.org/conda-forge/astor,2023-06-16 13:23:08.435,2282145.0,2.0,,,,,,,,,,,,,,,,,,
+141,buildout,buildout/buildout,build-tools,Buildout is a deployment automation tool written in and extended with Python.,,https://github.com/buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2024-01-29 16:09:18.000000,2022-11-08 15:07:52,1711.0,,172.0,53.0,280.0,233.0,568.0,2023-02-03 17:52:32.253,2.13.7,125.0,93.0,28,False,,134.0,zc.buildout,conda-forge/zc.buildout,,,48666.0,1046.0,,https://pypi.org/project/zc.buildout,2023-02-03 17:52:32.253,1046.0,47579.0,https://anaconda.org/conda-forge/zc.buildout,2023-06-16 19:27:31.340,32636.0,3.0,,,,,,,,,,,,,,,,,,
+142,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 16:17:00.951000,2021-10-18 03:34:23,504.0,,41.0,7.0,61.0,95.0,481.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,28,False,,71.0,darglint,conda-forge/darglint,,,559797.0,20807.0,20651.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,156.0,558242.0,https://anaconda.org/conda-forge/darglint,2023-06-16 16:17:00.951,84003.0,2.0,,,,,,,,,,,,,,,,,,
+143,py2app,ronaldoussoren/py2app,packaging,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,,https://github.com/ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2024-03-25 16:46:25.000000,2023-04-16 08:34:06,854.0,,35.0,13.0,31.0,308.0,313.0,2024-01-26 10:05:23.000,0.28.7,49.0,31.0,28,True,,184.0,py2app,,,,31698.0,5575.0,4742.0,https://pypi.org/project/py2app,2024-01-26 10:05:23.000,833.0,31698.0,,,,3.0,,,,,,,,,,,,,,,,,,
+144,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 06:58:51.000,2024-03-27 08:15:30.000000,2024-03-27 08:15:27,394.0,23.0,14.0,5.0,279.0,31.0,304.0,2023-05-31 09:59:03.360,1.5.0,16.0,16.0,28,True,,19.0,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],,758413.0,18546.0,18418.0,https://pypi.org/project/flake8-eradicate,2023-05-31 09:59:03.360,128.0,758017.0,https://anaconda.org/conda-forge/flake8-eradicate,2023-06-01 15:43:14.086,13882.0,2.0,,,,,,,,,,,,,,,,,,
+145,hacking,openstack/hacking,linters,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,,https://github.com/openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2024-01-31 08:37:53.000000,2024-01-31 04:04:12,1074.0,1.0,70.0,33.0,7.0,,234.0,2023-12-08 14:15:04.000,6.1.0,41.0,188.0,28,True,,,hacking,,['flake8'],,112144.0,11659.0,7254.0,https://pypi.org/project/hacking,2023-12-08 14:15:04.000,4405.0,112144.0,,,,2.0,,,,,,,,,,,,,,,,,,
+146,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 22:40:09.000,2023-09-22 19:48:21.052000,2023-07-03 22:55:34,205.0,,57.0,20.0,109.0,86.0,226.0,2023-07-04 18:38:08.820,1.5.5,35.0,26.0,28,True,,1.0,typed_ast,conda-forge/typed-ast,,,7281596.0,5554.0,,https://pypi.org/project/typed_ast,2023-07-04 18:38:08.820,5554.0,7128557.0,https://anaconda.org/conda-forge/typed-ast,2023-09-22 19:48:21.052,6274632.0,2.0,,,,,,,,,,,,,,,,,,
+147,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 23:41:57.000000,2019-12-22 18:11:19,86.0,,51.0,9.0,37.0,22.0,214.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,28,False,,25.0,astunparse,conda-forge/astunparse,,,13079949.0,105712.0,105222.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,490.0,13053436.0,https://anaconda.org/conda-forge/astunparse,2023-06-16 13:24:50.388,2147579.0,2.0,,,,,,,,,,,,,,,,,,
+148,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 19:25:34.000,2023-12-22 19:33:33.000000,2023-11-03 11:07:13,382.0,,112.0,9.0,95.0,56.0,166.0,2023-11-03 11:07:04.000,6.1.1,43.0,38.0,28,True,,1.0,flake8-isort,conda-forge/flake8-isort,['flake8'],,1243227.0,26462.0,25695.0,https://pypi.org/project/flake8-isort,2023-11-03 11:07:04.000,767.0,1241899.0,https://anaconda.org/conda-forge/flake8-isort,2023-11-03 12:57:59.437,58450.0,2.0,,,,,,,,,,,,,,,,,,
+149,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 22:26:33.000,2024-03-27 19:08:15.000000,2023-12-05 18:58:24,421.0,,112.0,14.0,164.0,52.0,2446.0,2023-11-03 00:10:48.000,4.1.2,30.0,43.0,27,True,,41.0,line_profiler,conda-forge/line_profiler,,,538266.0,104.0,,https://pypi.org/project/line_profiler,2023-11-03 00:10:48.000,104.0,523684.0,https://anaconda.org/conda-forge/line_profiler,2023-09-27 21:27:52.775,583294.0,3.0,,,,,,,,,,,,,,,,,,
+150,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 22:12:25.000,2024-01-15 12:54:13.000000,2023-10-11 03:48:44,905.0,,56.0,25.0,124.0,72.0,1176.0,2023-10-11 03:48:57.000,1.25.0,52.0,24.0,27,True,,35.0,wily,,,,24352.0,225.0,216.0,https://pypi.org/project/wily,2023-10-11 03:48:57.000,9.0,24352.0,,,,3.0,,,,,,,,,,,,,,,,,,
+151,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-..,,https://github.com/tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,MIT,2015-02-02 14:21:10.000,2024-03-13 19:30:08.000000,2024-02-27 17:23:57,380.0,4.0,53.0,17.0,80.0,126.0,779.0,2024-02-27 17:32:19.000,2.1.1,92.0,25.0,27,True,,30.0,pytest-testmon,conda-forge/pytest-testmon,['pytest'],,221889.0,1242.0,1228.0,https://pypi.org/project/pytest-testmon,2024-02-27 17:31:01.000,14.0,221330.0,https://anaconda.org/conda-forge/pytest-testmon,2023-06-16 16:09:13.484,40874.0,3.0,,,,,,,,,,,,,,,,,,
+152,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2024-03-18 23:05:56.000000,2024-01-18 10:45:13,649.0,2.0,107.0,25.0,162.0,65.0,741.0,2023-10-22 15:51:05.000,V2.1.0,25.0,43.0,27,False,,21.0,pyhamcrest,conda-forge/pyhamcrest,,,1719034.0,39120.0,37261.0,https://pypi.org/project/pyhamcrest,2023-10-22 15:47:25.000,1859.0,1713926.0,https://anaconda.org/conda-forge/pyhamcrest,2023-06-16 13:17:20.732,480186.0,3.0,,,,,,,,,,,,,,,,,,
+153,blacken-docs,asottile/blacken-docs,documentation,Run `black` on python code blocks in documentation files.,,https://github.com/adamchainz/blacken-docs,https://github.com/adamchainz/blacken-docs,MIT,2018-06-03 02:48:01.000,2024-03-26 20:28:01.000000,2024-03-26 20:27:21,407.0,22.0,40.0,8.0,252.0,66.0,599.0,2023-08-16 08:58:38.000,1.16.0,26.0,21.0,27,True,adamchainz/blacken-docs,9.0,blacken-docs,conda-forge/blacken-docs,,,152533.0,936.0,880.0,https://pypi.org/project/blacken-docs,2023-08-16 08:58:38.000,56.0,151773.0,https://anaconda.org/conda-forge/blacken-docs,2023-08-16 10:40:14.275,33444.0,3.0,,,,,,,,,,,,,,,,,,
+154,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 15:48:10.000,2024-03-26 20:28:07.000000,2024-03-26 20:27:23,626.0,19.0,29.0,5.0,552.0,55.0,577.0,,,8.0,20.0,27,True,,7.0,pytest-randomly,conda-forge/pytest-randomly,,,2707528.0,8144.0,8144.0,https://pypi.org/project/pytest-randomly,,,2701284.0,https://anaconda.org/conda-forge/pytest-randomly,2023-08-15 20:36:31.270,181082.0,3.0,,,,,,,,,,,,,,,,,,
+155,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2024-02-27 16:36:54.000000,2023-10-15 16:08:38,586.0,,57.0,9.0,124.0,129.0,498.0,2023-07-12 01:39:53.000,1.7.5,15.0,30.0,27,True,PyCQA/docformatter,22.0,docformatter,conda-forge/docformatter,,11.0,538201.0,3416.0,3416.0,https://pypi.org/project/docformatter,,,535424.0,https://anaconda.org/conda-forge/docformatter,2023-07-18 03:59:16.364,116603.0,3.0,,,,,,,,,,,,,,,,,,
+156,pep8-naming,PyCQA/pep8-naming,linters,Naming Convention checker for Python.,,https://github.com/PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,,2013-02-09 18:32:52.000,2023-11-07 04:28:34.000000,2023-11-07 04:28:34,266.0,,166.0,16.0,130.0,79.0,488.0,2022-12-19 20:46:12.000,0.13.3,18.0,36.0,27,False,,18.0,pep8-naming,conda-forge/pep8-naming,,,2286174.0,52546.0,52546.0,https://pypi.org/project/pep8-naming,,,2282390.0,https://anaconda.org/conda-forge/pep8-naming,2023-06-16 13:15:30.349,367061.0,3.0,,,,,,,,,,,,,,,,,,
+157,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 14:40:55.000,2023-11-03 14:34:37.000000,2023-11-03 14:34:37,258.0,,22.0,14.0,35.0,5.0,436.0,2023-06-07 07:37:46.000,1.1.2,39.0,14.0,27,True,explosion/wasabi,4.0,wasabi,conda-forge/wasabi,,,6299654.0,42343.0,42343.0,https://pypi.org/project/wasabi,,,6278589.0,https://anaconda.org/conda-forge/wasabi,2023-06-07 10:00:19.970,1284986.0,3.0,,,,,,,,,,,,,,,,,,
+158,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 14:39:23.000,2024-03-12 22:01:39.000000,2024-03-12 22:01:39,291.0,17.0,32.0,9.0,103.0,54.0,241.0,2022-12-18 18:46:32.000,0.10.3,13.0,16.0,27,True,realpython/pytest-mypy,10.0,pytest-mypy,conda-forge/pytest-mypy,['pytest'],,397576.0,3978.0,3978.0,https://pypi.org/project/pytest-mypy,,,395623.0,https://anaconda.org/conda-forge/pytest-mypy,2023-06-16 19:18:02.883,95712.0,3.0,,,,,,,,,,,,,,,,,,
+159,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 10:39:07.000,2023-12-19 18:16:42.000000,2023-12-19 18:16:42,104.0,,32.0,13.0,48.0,34.0,134.0,2023-04-29 19:44:01.995,0.5.4,21.0,10.0,27,True,,2.0,gast,conda-forge/gast,,,20105824.0,152889.0,150917.0,https://pypi.org/project/gast,2023-04-29 19:44:01.995,1972.0,20045092.0,https://anaconda.org/conda-forge/gast,2023-07-03 07:21:35.215,2611513.0,3.0,,,,,,,,,,,,,,,,,,
+160,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 00:19:00.000,2024-02-06 19:06:53.000000,2024-02-06 19:06:50,340.0,3.0,167.0,54.0,144.0,138.0,4515.0,2023-03-20 14:10:04.829,23.3.0,23.0,50.0,26,True,,43.0,monkeytype,conda-forge/monkeytype,,,217904.0,29.0,,https://pypi.org/project/monkeytype,2023-03-20 14:10:04.829,29.0,217128.0,https://anaconda.org/conda-forge/monkeytype,2023-06-16 16:09:34.593,57426.0,2.0,,,,,,,,,,,,,,,,,,
+161,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 04:47:03.000,2024-02-19 22:32:09.133000,2022-02-16 05:16:40,168.0,,383.0,77.0,41.0,38.0,4061.0,2024-02-19 16:29:18.000,4.3.2,219.0,16.0,26,False,,24.0,rebound,conda-forge/rebound,,237.0,16891.0,51.0,25.0,https://pypi.org/project/rebound,2024-02-19 16:29:18.000,26.0,9627.0,https://anaconda.org/conda-forge/rebound,2024-02-19 22:32:09.133,334006.0,3.0,,,,,,,,,,,,,,,,,,
+162,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 13:17:34.885000,2018-06-28 13:35:12,500.0,,371.0,5.0,1.0,,3968.0,2022-11-15 17:59:01.069,0.61.0,59.0,62.0,26,False,,,memory_profiler,conda-forge/memory_profiler,,,1568598.0,265.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,265.0,1563178.0,https://anaconda.org/conda-forge/memory_profiler,2023-06-16 13:17:34.885,509555.0,3.0,,,,,,11.0,,,,,,,,,,,,
+163,uiautomator,xiaocong/uiautomator,testing,Python wrapper of Android uiautomator test tool.,,https://github.com/xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2023-02-28 00:25:02.000000,2020-11-16 01:36:32,316.0,,636.0,159.0,35.0,119.0,1986.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,26,False,,183.0,uiautomator,,,,29982.0,334.0,266.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,68.0,29982.0,,,,3.0,,,,,,,,,,,,,,,,,,
+164,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2024-03-13 20:07:59.000000,2024-03-13 19:34:35,215.0,5.0,38.0,8.0,38.0,25.0,1269.0,2024-03-13 19:36:07.000,0.2.12,21.0,7.0,26,True,,11.0,stackprinter,conda-forge/stackprinter,,,326420.0,370.0,337.0,https://pypi.org/project/stackprinter,2024-03-13 19:36:07.000,33.0,326251.0,https://anaconda.org/conda-forge/stackprinter,2023-06-16 16:15:48.838,9666.0,3.0,,,,,,,,,,,,,,,,,,
+165,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2023-10-26 13:50:09.000000,2022-08-08 11:25:05,700.0,,102.0,19.0,98.0,95.0,1037.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,26,False,,56.0,pylama,,,,227845.0,7005.0,6320.0,https://pypi.org/project/pylama,2022-08-08 11:29:01.059,685.0,227845.0,,,,3.0,,,,,,,,,,,,,,,,,,
+166,sphinx-bootstrap-theme,ryan-roemer/sphinx-bootstrap-theme,documentation,Sphinx Bootstrap Theme.,,https://github.com/ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2022-02-28 16:14:56.000000,2022-02-03 20:25:55,403.0,,213.0,24.0,95.0,83.0,587.0,2022-02-03 20:27:24.000,0.8.1,58.0,39.0,26,False,,56.0,sphinx-bootstrap-theme,,['sphinx'],,121812.0,634.0,,https://pypi.org/project/sphinx-bootstrap-theme,2022-02-03 20:27:24.000,634.0,121812.0,,,,3.0,,,,,,,,,,,,,,,,,,
+167,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 02:33:25.000,2024-02-05 20:44:11.000000,2023-09-07 20:35:16,182.0,,42.0,5.0,108.0,27.0,533.0,2021-09-10 23:05:20.000,1.5.0,14.0,12.0,26,True,,30.0,interrogate,,,,149583.0,6322.0,6127.0,https://pypi.org/project/interrogate,2021-09-10 23:05:20.000,195.0,149583.0,,,,3.0,,,,,,,,,,,,,,,,,,
+168,Mamba Test Runner,nestorsalceda/mamba,testing,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,,https://github.com/nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2023-11-09 15:34:22.000000,2023-11-09 15:30:55,473.0,,64.0,23.0,86.0,52.0,515.0,2023-11-09 15:34:22.000,0.11.3,22.0,23.0,26,True,,52.0,mamba,,,,9509.0,1067.0,936.0,https://pypi.org/project/mamba,2023-11-09 15:34:22.000,131.0,9509.0,,,,3.0,,,,,,,,,,,,,,,,,,
+169,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2024-03-01 11:47:43.000000,2023-04-16 21:21:14,535.0,,83.0,13.0,88.0,93.0,455.0,2017-12-31 01:13:41.000,1.3.4,28.0,46.0,26,True,,41.0,paver,conda-forge/paver,,,92710.0,962.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,962.0,92390.0,https://anaconda.org/conda-forge/paver,2023-06-16 13:19:05.560,28194.0,3.0,,,,,,,,,,,,,,,,,,
+170,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 19:25:52.000000,2021-10-13 19:25:45,176.0,,28.0,5.0,38.0,26.0,128.0,2021-10-13 19:25:39.000,2.1.0,20.0,12.0,26,False,,5.0,flake8-commas,,['flake8'],,491537.0,17838.0,17438.0,https://pypi.org/project/flake8-commas,2021-10-13 19:25:39.000,400.0,491537.0,,,,3.0,,,,,,,,,,,,,,,,,,
+171,dephell,dephell/dephell,dependency-managers,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",,https://github.com/dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000000,2021-01-11 21:31:39,2145.0,,118.0,26.0,221.0,161.0,1769.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,25,False,,107.0,dephell,,,256.0,3171.0,843.0,826.0,https://pypi.org/project/dephell,2020-04-28 06:31:03.273,17.0,3167.0,,,,3.0,,,,,,,,,,,,,,,,,,
+172,shiv,linkedin/shiv,packaging,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",,https://github.com/linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2024-02-28 19:44:41.000000,2024-02-05 17:27:48,211.0,4.0,95.0,28.0,123.0,77.0,1680.0,2024-02-05 17:55:09.000,1.0.5,62.0,41.0,25,True,,52.0,shiv,,,734.0,30539.0,14.0,,https://pypi.org/project/shiv,2024-02-05 17:54:10.000,14.0,30526.0,,,,3.0,,,,,,,,,,,,,,,,,,
+173,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 02:08:20.000,2023-09-28 21:11:23.665000,2019-06-15 20:36:43,183.0,,55.0,12.0,49.0,44.0,722.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,25,False,,51.0,pytest-watch,conda-forge/pytest-watch,['pytest'],,400428.0,10209.0,9504.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,705.0,398108.0,https://anaconda.org/conda-forge/pytest-watch,2023-09-28 21:11:23.665,97466.0,3.0,,,,,,,,,,,,,,,,,,
+174,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2024-03-25 16:32:54.000000,2024-03-11 22:02:33,1158.0,18.0,166.0,33.0,426.0,312.0,434.0,2024-03-05 11:19:44.000,3.7.0,29.0,70.0,25,True,,34.0,,constructor,,276.0,107.0,18.0,18.0,,,,,https://anaconda.org/anaconda/constructor,2024-02-01 20:23:48.358,9925.0,3.0,,,,,,,,,,,,,,,,,,
+175,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 21:09:24.000,2024-03-09 15:45:13.000000,2024-03-09 15:37:17,100.0,3.0,32.0,8.0,20.0,63.0,424.0,2023-08-19 21:31:54.000,2.9.2,24.0,8.0,25,True,,18.0,mkdocs-awesome-pages-plugin,,['mkdocs'],,204304.0,4106.0,3984.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2023-08-19 21:30:31.000,122.0,204304.0,,,,3.0,,,,,,,,,,,,,,,,,,
+176,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 14:25:24.000,2024-03-25 20:42:45.000000,2024-01-25 10:24:01,869.0,8.0,22.0,5.0,515.0,82.0,382.0,2023-12-31 16:40:33.000,0.35.0,53.0,16.0,25,True,,48.0,nitpick,,['flake8'],5.0,50858.0,1311.0,1298.0,https://pypi.org/project/nitpick,2023-12-31 16:40:30.000,13.0,50858.0,,,,3.0,,,,,,,,,,,,,,,,,,
+177,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 15:27:20.000,2023-12-18 11:42:17.000000,2023-12-18 11:40:52,570.0,,37.0,7.0,71.0,77.0,284.0,,,11.0,22.0,25,True,,20.0,check-manifest,conda-forge/check-manifest,,,324623.0,10014.0,10014.0,https://pypi.org/project/check-manifest,,,322854.0,https://anaconda.org/conda-forge/check-manifest,2023-06-16 16:12:23.756,111460.0,3.0,,,,,,,,,,,,,,,,,,
+178,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 19:24:01.290000,2021-02-16 17:29:00,446.0,,52.0,10.0,171.0,23.0,201.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,25,False,wearepal/data-science-types,33.0,data-science-types,conda-forge/data-science-types,,,67055.0,1196.0,1145.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,51.0,66754.0,https://anaconda.org/conda-forge/data-science-types,2023-06-16 19:24:01.290,11752.0,3.0,,,,,,,,,,,,,,,,,,
+179,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 14:40:26.000,2024-03-04 17:08:47.000000,2024-03-04 17:08:46,174.0,2.0,11.0,3.0,55.0,26.0,162.0,2022-12-20 09:31:01.407,0.3.6,20.0,10.0,25,True,,6.0,flake8-black,conda-forge/flake8-black,['flake8'],,928045.0,7942.0,7663.0,https://pypi.org/project/flake8-black,2022-12-20 09:31:01.407,279.0,919947.0,https://anaconda.org/conda-forge/flake8-black,2023-06-16 16:15:31.454,461598.0,3.0,,,,,,,,,,,,,,,,,,
+180,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 00:26:51.000,2024-03-28 07:50:32.000000,2024-02-25 21:38:13,327.0,2.0,22.0,5.0,76.0,46.0,111.0,2023-11-03 08:51:01.000,2.2.0,28.0,19.0,25,True,,1.0,flake8-builtins,conda-forge/flake8-builtins,['flake8'],,926453.0,10812.0,10278.0,https://pypi.org/project/flake8-builtins,2023-11-03 08:51:01.000,534.0,912546.0,https://anaconda.org/conda-forge/flake8-builtins,2023-11-03 15:56:08.359,236429.0,3.0,,,,,,,,,,,,,,,,,,
+181,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 11:09:43.000000,2023-01-05 00:12:47,102.0,,207.0,69.0,56.0,47.0,4533.0,2021-01-29 16:48:55.000,0.3.3,16.0,17.0,24,False,,32.0,better-exceptions,,,,215793.0,95.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,95.0,215793.0,,,,3.0,,,,,,,,,,,,,,,,,,
+182,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 18:45:35.000,2023-12-12 06:18:06.000000,2022-12-22 13:48:56,431.0,,33.0,22.0,17.0,29.0,1186.0,2022-12-22 13:51:11.775,0.4.3,14.0,22.0,24,False,,23.0,snoop,conda-forge/snoop,,,66394.0,27.0,,https://pypi.org/project/snoop,2022-12-22 13:51:11.775,27.0,66223.0,https://anaconda.org/conda-forge/snoop,2023-06-16 19:27:40.699,4974.0,3.0,,,,,,,,,,,,,,,,,,
+183,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 03:40:17.000,2024-03-27 12:21:50.000000,2024-03-27 12:21:49,647.0,18.0,78.0,14.0,187.0,76.0,854.0,2024-03-13 03:42:45.000,2.3.1,31.0,38.0,24,True,PyCQA/autoflake,37.0,autoflake,conda-forge/autoflake,,,1986437.0,,,https://pypi.org/project/autoflake,,,1977502.0,https://anaconda.org/conda-forge/autoflake,2023-06-16 16:14:56.765,527195.0,2.0,,,,,,,,,,,,,,,,,,
+184,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2023-10-08 20:35:10.000000,2023-10-08 14:56:10,1090.0,,89.0,22.0,35.0,142.0,735.0,2023-10-07 21:15:17.000,0.13.0.1,28.0,20.0,24,True,,19.0,py2exe,,,16560.0,18785.0,2163.0,1984.0,https://pypi.org/project/py2exe,2023-10-07 21:21:25.000,179.0,18509.0,,,,3.0,,,,,,,,,,,,,,,,,,
+185,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/PyCQA/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000000,2021-12-09 03:12:36,1672.0,,74.0,28.0,106.0,48.0,682.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,24,False,,80.0,redbaron,,,,50132.0,782.0,645.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,137.0,50132.0,,,,2.0,,,,,,,,,,,,,,,,,,
+186,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 19:09:01.000,2024-03-05 02:03:45.000000,2024-03-05 02:03:38,335.0,9.0,59.0,26.0,319.0,84.0,646.0,2023-10-26 02:37:12.000,2.1.0,11.0,41.0,24,False,,28.0,fixit,,,,64921.0,66.0,63.0,https://pypi.org/project/fixit,2023-10-26 02:37:12.000,3.0,64921.0,,,,3.0,,,,,,,,,,,,,,,,,,
+187,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 21:55:05.000,2023-10-25 08:57:33.000000,2023-08-03 07:40:25,478.0,,78.0,20.0,455.0,111.0,615.0,2023-07-29 00:23:21.000,3.5.0,41.0,37.0,24,True,nipunn1313/mypy-protobuf,14.0,mypy-protobuf,conda-forge/mypy-protobuf,,,2421627.0,116.0,,https://pypi.org/project/mypy-protobuf,2023-07-29 00:23:21.000,116.0,2418528.0,https://anaconda.org/conda-forge/mypy-protobuf,2023-08-20 18:57:58.024,123989.0,3.0,,,,,,,,,,,,,,,,,,
+188,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 23:52:48.000,2023-10-02 21:31:31.000000,2022-01-27 10:32:34,98.0,,27.0,8.0,23.0,22.0,363.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,24,False,,20.0,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],,598192.0,2640.0,2444.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,196.0,591121.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2023-06-16 13:24:44.425,586946.0,3.0,,,,,,,,,,,,,,,,,,
+189,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 01:59:02.000,2024-02-06 18:09:33.000000,2024-01-30 18:18:50,869.0,13.0,10.0,7.0,107.0,28.0,203.0,2024-01-30 18:32:55.000,1.1.3,69.0,9.0,24,True,,21.0,xdoctest,conda-forge/xdoctest,,,248209.0,119.0,,https://pypi.org/project/xdoctest,2024-01-30 18:32:55.000,119.0,243382.0,https://anaconda.org/conda-forge/xdoctest,2024-01-30 21:36:58.038,207563.0,3.0,,,,,,,,,,,,,,,,,,conda-forge/xdoctest
+190,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/PyCQA/eradicate,https://github.com/PyCQA/eradicate,Saxpath,2012-12-23 04:39:48.000,2023-06-12 14:15:35.396000,2023-06-12 09:19:41,183.0,,24.0,5.0,25.0,16.0,196.0,2023-06-09 06:33:02.577,2.3.0,19.0,13.0,24,False,PyCQA/eradicate,7.0,eradicate,conda-forge/eradicate,,,769641.0,15491.0,15396.0,https://pypi.org/project/eradicate,2023-06-09 06:33:02.577,95.0,769333.0,https://anaconda.org/conda-forge/eradicate,2023-06-12 14:15:35.396,10806.0,2.0,,,,,,,,,,,,,,,,,,
+191,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 03:56:37.000,2024-03-20 17:16:12.000000,2023-12-01 19:07:59,597.0,,41.0,7.0,28.0,46.0,174.0,2023-04-28 19:14:01.551,2.1.1,37.0,10.0,24,True,,31.0,releases,conda-forge/sphinx-releases,['sphinx'],,16523.0,995.0,619.0,https://pypi.org/project/releases,2023-04-28 19:14:01.551,376.0,15807.0,https://anaconda.org/conda-forge/sphinx-releases,2023-06-16 16:08:54.259,50160.0,3.0,,,,,,,,,,,,,,,,,,
+192,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 19:23:18.580000,2022-03-07 18:48:36,240.0,,33.0,3.0,45.0,80.0,49.0,2022-03-07 18:50:03.302,0.16.1,26.0,23.0,24,False,,21.0,pytkdocs,conda-forge/pytkdocs,,,139249.0,1414.0,1403.0,https://pypi.org/project/pytkdocs,2022-03-07 18:50:03.302,11.0,136800.0,https://anaconda.org/conda-forge/pytkdocs,2023-06-16 19:23:18.580,100449.0,3.0,,,,,,,,,,,,,,,,,,
+193,vprof,nvdv/vprof,profiling,Visual profiler for Python.,,https://github.com/nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2022-07-15 07:43:03.000000,2022-07-15 07:43:03,620.0,,170.0,71.0,32.0,57.0,3947.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,23,False,,29.0,vprof,,,,5789.0,133.0,117.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,16.0,5789.0,,,,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 16:02:27.000,2024-03-05 23:33:11.000000,2021-11-24 14:32:14,130.0,,86.0,33.0,11.0,38.0,2802.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,23,False,,10.0,pretty_errors,conda-forge/pretty_errors,,,53702.0,61.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,61.0,53349.0,https://anaconda.org/conda-forge/pretty_errors,2023-06-16 19:23:41.476,14126.0,3.0,,,,,,,,,,,,,,,,,,
+195,pyt,python-security/pyt,security,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,,https://github.com/python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000000,2020-03-08 21:43:06,1576.0,,230.0,68.0,116.0,78.0,2161.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,23,False,,24.0,python-taint,,,118.0,3297.0,111.0,99.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,12.0,3296.0,,,,3.0,,,,,,,,,,,,,,,,,,
+196,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2022-11-04 09:45:28.000000,2022-04-21 14:15:55,556.0,,124.0,33.0,90.0,144.0,865.0,2020-07-03 08:11:24.000,2.5.1,22.0,30.0,23,False,,32.0,pynsist,,,,2906.0,263.0,212.0,https://pypi.org/project/pynsist,2022-03-21 11:44:22.000,51.0,2906.0,,,,3.0,,,,,,,,,,,,,,,,,,
+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 20:15:00.000000,2019-12-20 19:59:49,222.0,,149.0,16.0,66.0,28.0,839.0,2018-07-25 01:44:55.232,0.6.0,11.0,36.0,23,False,,32.0,pycco,,,,3641.0,440.0,325.0,https://pypi.org/project/pycco,2018-07-25 01:44:55.232,115.0,3641.0,,,,3.0,,,,,,,,,,,,,,,,,,
+198,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 00:55:50.000,2024-03-27 21:20:24.000000,2024-03-27 21:20:23,487.0,10.0,22.0,5.0,211.0,58.0,332.0,2023-08-30 17:27:37.000,3.1.0,41.0,11.0,23,True,,,add-trailing-comma,,,,65801.0,22.0,,https://pypi.org/project/add-trailing-comma,2023-08-30 17:27:37.000,22.0,65801.0,,,,3.0,,,,,,,,,,,,,,,,,,
+199,baron,PyCQA/baron,refactoring,"IDE allow you to refactor code, Baron allows you to write refactoring code.",,https://github.com/PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-12-09 03:34:37.000000,2021-12-09 03:33:22,1505.0,,52.0,15.0,100.0,30.0,285.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,23,False,,46.0,baron,,,,51760.0,411.0,352.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,59.0,51760.0,,,,3.0,,,,,,,,,,,,,,,,,,
+200,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2023-11-07 20:23:38.000000,2023-08-12 17:19:26,116.0,,21.0,6.0,17.0,28.0,232.0,2023-08-12 17:24:35.000,0.9.1,22.0,10.0,23,True,,8.0,xenon,conda-forge/xenon,,,168654.0,1282.0,1194.0,https://pypi.org/project/xenon,2023-08-12 17:24:35.000,88.0,168366.0,https://anaconda.org/conda-forge/xenon,2023-06-16 13:23:09.938,22223.0,3.0,,,,,,,,,,,,,,,,,,
+201,pytest-datadir,gabrielcnr/pytest-datadir,testing,pytest plugin for manipulating test data directories and files.,,https://github.com/gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2024-03-18 20:29:51.000000,2024-03-18 20:29:50,137.0,1.0,22.0,8.0,56.0,14.0,230.0,2023-10-03 12:20:54.000,1.5.0,11.0,11.0,23,True,,6.0,pytest-datadir,conda-forge/pytest-datadir,['pytest'],4.0,340607.0,1774.0,1632.0,https://pypi.org/project/pytest-datadir,2023-10-03 12:20:51.000,142.0,326372.0,https://anaconda.org/conda-forge/pytest-datadir,2023-10-03 20:24:49.695,241996.0,3.0,,,,,,,,,,,,,,,,,,
+202,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 00:07:58.000,2024-01-16 09:57:00.000000,2023-06-24 21:25:38,106.0,,46.0,7.0,27.0,39.0,164.0,2024-01-16 09:57:00.000,0.6.6,30.0,19.0,23,True,,,sphinx-markdown-builder,,['sphinx'],,63122.0,91.0,,https://pypi.org/project/sphinx-markdown-builder,2024-01-16 09:57:00.000,91.0,63122.0,,,,3.0,,,,,,,,,,,,,,,,,,
+203,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 12:04:13.000,2024-03-05 10:27:30.000000,2024-03-05 10:27:30,774.0,2.0,99.0,43.0,59.0,63.0,4930.0,2022-09-29 10:18:30.000,0.8.12,89.0,26.0,22,True,,23.0,xxh-xxh,,,2282.0,747.0,83.0,83.0,https://pypi.org/project/xxh-xxh,,,701.0,,,,3.0,,,,,,,,,,,,,,,,,,
+204,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2024-03-20 15:47:57.000000,2023-01-20 18:08:14,186.0,,89.0,40.0,77.0,34.0,1509.0,,,5.0,27.0,22,False,,38.0,bowler,conda-forge/bowler,,,84336.0,,,https://pypi.org/project/bowler,,,84052.0,https://anaconda.org/conda-forge/bowler,2023-06-16 16:11:48.791,18190.0,3.0,,,,,,,,,,,,,,,,,,
+205,pyflow,David-OConnor/pyflow,dependency-managers,An installation and dependency system for Python.,,https://github.com/David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2023-03-07 21:30:59.000000,2022-03-11 18:31:51,368.0,,46.0,24.0,55.0,73.0,1306.0,2021-07-02 13:17:04.000,0.3.1,26.0,28.0,22,False,,64.0,pyflow,,,6778.0,673.0,43.0,42.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,1.0,550.0,,,,3.0,,,,,,,,,,,,,,,,,,
+206,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 15:30:06.000,2024-01-26 19:10:51.000000,2024-01-26 19:10:51,133.0,1.0,46.0,10.0,98.0,39.0,925.0,2023-09-03 16:53:31.000,0.12.2,18.0,13.0,22,True,,14.0,python-devtools,conda-forge/python-devtools,,,1758.0,4650.0,4650.0,https://pypi.org/project/python-devtools,,,1139.0,https://anaconda.org/conda-forge/python-devtools,2023-09-06 00:26:02.432,21690.0,3.0,,,,,,,,,,,,,,,,,,
+207,portray,timothycrosley/portray,documentation,Your Project with Great Documentation.,,https://github.com/timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2023-09-19 11:00:56.000000,2023-01-03 00:40:56,266.0,,78.0,17.0,43.0,32.0,857.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,22,False,,32.0,portray,,,,12587.0,845.0,823.0,https://pypi.org/project/portray,2022-12-19 09:01:00.611,22.0,12587.0,,,,3.0,,,,,,,,,,,,,,,,,,
+208,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 18:03:16.000,2023-09-30 00:54:39.787000,2023-04-26 09:11:54,1074.0,,45.0,14.0,21.0,54.0,777.0,2023-04-26 10:15:04.184,3.6.1,53.0,9.0,22,True,,43.0,hunter,conda-forge/hunter,,,13586.0,195.0,170.0,https://pypi.org/project/hunter,2023-04-26 10:15:04.184,25.0,11775.0,https://anaconda.org/conda-forge/hunter,2023-09-30 00:54:39.787,57979.0,3.0,,,,,,,,,,,,,,,,,,
+209,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 04:51:13.000,2024-02-02 09:18:18.000000,2024-02-02 09:17:41,87.0,14.0,62.0,9.0,63.0,37.0,387.0,2024-02-02 09:18:18.000,3.1.1,18.0,23.0,22,True,,10.0,pytest-docker,,['pytest'],134.0,180351.0,,,https://pypi.org/project/pytest-docker,,,180349.0,,,,3.0,,,,,,,,,,,,,,,,,,
+210,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 09:34:08.000000,2021-10-14 20:29:54,188.0,,71.0,10.0,50.0,44.0,294.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,22,False,,77.0,mkdocs-with-pdf,,['mkdocs'],,44230.0,495.0,492.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,3.0,44230.0,,,,3.0,,,,,,,,,,,,,,,,,,
+211,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 00:31:46.000,2024-03-14 12:05:01.000000,2024-01-16 13:20:10,156.0,1.0,37.0,8.0,41.0,27.0,171.0,2021-07-27 09:00:22.000,0.4.8,18.0,11.0,22,True,,6.0,lazydocs,,,,12622.0,234.0,212.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000,22.0,12622.0,,,,3.0,,,,,,,,,,,,,,,,,,
+212,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 01:59:13.000,2024-03-25 16:49:12.000000,2024-03-25 16:49:04,888.0,37.0,21.0,8.0,27.0,67.0,124.0,2024-02-10 14:29:57.000,12.6.1,62.0,24.0,22,True,,5.0,pip-run,,,,13660.0,3.0,,https://pypi.org/project/pip-run,2024-02-10 14:29:40.000,3.0,13660.0,,,,3.0,,,,,,,,,,,,,,,,,,
+213,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 12:59:17.000,2024-02-20 05:31:02.000000,2024-02-12 09:58:27,506.0,1.0,389.0,73.0,137.0,230.0,5993.0,2023-07-30 13:52:49.000,1.2.2,10.0,61.0,21,True,,111.0,,,,,,21.0,21.0,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+214,Profiling,what-studio/profiling,profiling,Was an interactive continuous Python profiler.,,https://github.com/what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2021-12-15 15:24:47.133000,2020-08-24 01:31:58,433.0,,121.0,74.0,25.0,20.0,2964.0,2017-06-28 06:10:16.000,0.1.3,5.0,18.0,21,False,,17.0,profiling,,,,1527.0,75.0,69.0,https://pypi.org/project/profiling,2021-12-15 15:24:47.133,6.0,1527.0,,,,3.0,,,,,,,,,,,,,,,,,,
+215,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 06:01:20.000,2023-10-08 18:16:39.000000,2023-10-08 18:16:39,353.0,,203.0,58.0,44.0,16.0,2759.0,,,13.0,24.0,21,True,,41.0,pyrasite,,,,6680.0,62.0,56.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,6.0,6680.0,,,,3.0,,,,,,,,,,,,,,,,,,
+216,sixpack,sixpack/sixpack,testing,Sixpack is a language-agnostic a/b-testing framework.,,https://github.com/sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2022-08-21 18:43:32.000000,2020-08-26 00:32:16,828.0,,185.0,71.0,170.0,128.0,1756.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,21,False,,88.0,sixpack,,,,144.0,15.0,11.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,144.0,,,,3.0,,,,,,,,,,,,,,,,,,
+217,pyannotate,dropbox/pyannotate,refactoring,Auto-generate PEP-484 annotations.,,https://github.com/dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2022-07-03 08:24:17.000000,2021-10-12 20:53:49,95.0,,62.0,26.0,63.0,33.0,1409.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,21,False,,34.0,pyannotate,,,,6455.0,164.0,132.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,32.0,6455.0,,,,3.0,,,,,,,,,,,,,,,,,,
+218,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 23:35:16.000,2023-11-15 19:49:03.000000,2022-07-24 14:45:54,478.0,,83.0,11.0,61.0,53.0,1137.0,,,5.0,30.0,21,False,,47.0,pympler,conda-forge/pympler,,,1488309.0,,,https://pypi.org/project/pympler,,,1483518.0,https://anaconda.org/conda-forge/pympler,2023-06-16 13:20:11.899,402522.0,3.0,,,,,,,,,,,,,,,,,,
+219,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 21:49:34.000,2023-12-18 17:23:41.000000,2023-12-18 17:23:36,498.0,,23.0,10.0,44.0,15.0,364.0,2021-04-08 20:14:54.000,1.8.0,23.0,11.0,21,True,,7.0,manhole,conda-forge/manhole,,,25275.0,315.0,278.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000,37.0,24670.0,https://anaconda.org/conda-forge/manhole,2023-06-16 19:26:54.777,19374.0,3.0,,,,,,,,,,,,,,,,,,
+220,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 19:56:59.000000,2021-10-05 01:31:10,72.0,,43.0,19.0,32.0,46.0,307.0,2021-10-05 01:33:27.000,0.5.10,24.0,11.0,21,False,,42.0,mkdocs-pdf-export-plugin,,['mkdocs'],,29538.0,786.0,780.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,6.0,29538.0,,,,3.0,,,,,,,,,,,,,,,,,,
+221,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 09:49:24.000,2024-01-07 09:46:41.000000,2024-01-07 09:46:36,493.0,1.0,22.0,5.0,185.0,107.0,238.0,2023-12-24 07:42:09.000,1.2.1,57.0,16.0,21,True,hakancelikdev/unimport,11.0,unimport,,,,23461.0,16.0,,https://pypi.org/project/unimport,2023-12-24 07:42:09.000,16.0,23461.0,,,,3.0,,,,,,,,,,,,,,,,,,
+222,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 17:41:30.000000,2023-08-11 15:07:51,233.0,,18.0,6.0,83.0,41.0,166.0,2023-08-11 15:10:29.000,2023.8.2,10.0,14.0,21,True,,11.0,pandas-vet,conda-forge/pandas-vet,['flake8'],73.0,51784.0,454.0,436.0,https://pypi.org/project/pandas-vet,2023-08-11 15:09:04.000,18.0,51085.0,https://anaconda.org/conda-forge/pandas-vet,2023-08-11 17:40:05.281,17455.0,3.0,,,,,,,,,,,,,,,,,,
+223,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 12:02:33.000,2024-03-25 23:53:42.000000,2024-01-23 20:29:17,235.0,6.0,17.0,4.0,13.0,73.0,114.0,2023-08-28 07:29:57.000,2.3.6,41.0,6.0,21,True,,14.0,mkdocs-print-site-plugin,,['mkdocs'],,21338.0,298.0,292.0,https://pypi.org/project/mkdocs-print-site-plugin,2023-08-28 07:29:57.000,6.0,21338.0,,,,3.0,,,,,,,,,,,,,,,,,,
+224,flake8-bandit,tylerwince/flake8-bandit,linters,Automated security testing using bandit and flake8.,,https://github.com/tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2023-09-13 06:38:29.000000,2022-08-29 13:45:55,70.0,,27.0,5.0,18.0,17.0,111.0,2022-08-29 14:28:51.025,4.1.1,13.0,12.0,21,False,,11.0,flake8-bandit,,['flake8'],,553005.0,196.0,,https://pypi.org/project/flake8-bandit,2022-08-29 14:28:51.025,196.0,553005.0,,,,3.0,,,,,,,,,,,,,,,,,,
+225,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 18:49:20.000,2023-10-16 20:29:11.000000,2023-10-16 20:22:41,416.0,,74.0,42.0,48.0,36.0,1624.0,2023-10-16 20:29:11.000,0.9.5,41.0,10.0,20,True,,21.0,birdseye,,,,998.0,4.0,,https://pypi.org/project/birdseye,2023-10-16 20:29:11.000,4.0,998.0,,,,3.0,,,,,,,,,,,,,,,,,,
+226,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2023-12-28 22:35:49.000000,2023-12-28 22:31:34,105.0,,55.0,44.0,24.0,25.0,1578.0,2020-12-02 20:41:20.000,20.12.2,3.0,44.0,20,True,,8.0,xar,,,,442.0,29.0,29.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,442.0,,,,3.0,,,,,,,,,,,,,,,,,,
+227,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 07:52:32.000,2024-03-12 04:15:32.000000,2022-11-03 10:04:57,807.0,,78.0,23.0,117.0,58.0,543.0,,,4.0,62.0,20,False,,48.0,pytest-virtualenv,conda-forge/pytest-shutil,,,24680.0,,,https://pypi.org/project/pytest-virtualenv,,,23689.0,https://anaconda.org/conda-forge/pytest-shutil,2023-06-16 16:13:53.097,67432.0,3.0,,,,,,,,,,,,,,,,,,
+228,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 22:29:17.739000,2019-10-30 17:50:10,279.0,,61.0,1.0,,,433.0,,,13.0,10.0,20,False,,,assertpy,conda-forge/assertpy,,,449228.0,114.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,114.0,448684.0,https://anaconda.org/conda-forge/assertpy,2023-09-10 22:29:17.739,23969.0,3.0,,,,,,7.0,,,,,,,,,,,,
+229,vex,sashahart/vex,virtual-envs,Run a command in the named virtualenv.,,https://github.com/sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-10-30 20:12:27.000000,2019-05-10 19:18:48,200.0,,24.0,14.0,24.0,40.0,372.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,20,False,,3.0,vex,,,,13954.0,41.0,31.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,10.0,13954.0,,,,3.0,,,,,,,,,,,,,,,,,,
+230,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 12:46:09.000,2024-02-08 12:24:35.000000,2023-09-13 20:26:49,293.0,,69.0,10.0,102.0,90.0,276.0,,,11.0,46.0,20,True,,11.0,flake8-import-order,conda-forge/flake8-import-order,['flake8'],,637345.0,,,https://pypi.org/project/flake8-import-order,,,634553.0,https://anaconda.org/conda-forge/flake8-import-order,2023-06-16 13:24:07.930,245732.0,3.0,,,,,,-6.0,,,,,,,,,,,,
+231,dlint,dlint-py/dlint,security,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,,https://github.com/dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2023-06-16 19:27:52.099000,2023-04-10 19:27:15,234.0,,17.0,2.0,16.0,21.0,162.0,2023-04-10 19:35:00.918,0.14.1,17.0,16.0,20,True,,24.0,dlint,conda-forge/dlint,,,131601.0,55.0,,https://pypi.org/project/dlint,2022-08-09 19:17:19.574,55.0,131450.0,https://anaconda.org/conda-forge/dlint,2023-06-16 19:27:52.099,4243.0,3.0,,,,,,,,,,,,,,,,,,
+232,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 13:16:51.618000,2021-03-21 11:36:52,70.0,,20.0,6.0,14.0,3.0,118.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,20,False,,11.0,dodgy,conda-forge/dodgy,,,357885.0,3001.0,2712.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,289.0,356905.0,https://anaconda.org/conda-forge/dodgy,2023-06-16 13:16:51.618,89207.0,3.0,,,,,,,,,,,,,,,,,,
+233,unify,myint/unify,refactoring,Modifies strings to all use the same quote where possible.,,https://github.com/myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2023-06-16 19:26:39.293000,2019-08-07 13:44:00,69.0,,15.0,7.0,10.0,3.0,92.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,20,False,,10.0,unify,conda-forge/unify,,,60719.0,1365.0,1303.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,62.0,60664.0,https://anaconda.org/conda-forge/unify,2023-06-16 19:26:39.293,1825.0,3.0,,,,,,,,,,,,,,,,,,
+234,mkdocs-git-revision-date-plugin,zhaoterryy/mkdocs-git-revision-date-plugin,documentation,MkDocs plugin for setting revision date from git per markdown file.,,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2023-03-28 19:19:30.000000,2022-03-08 14:42:57,26.0,,8.0,5.0,9.0,9.0,56.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,20,False,,5.0,mkdocs-git-revision-date-plugin,,['mkdocs'],,71552.0,1963.0,1931.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,32.0,71552.0,,,,3.0,,,,,,,,,,,,,,,,,,
+235,asteval,newville/asteval,ast,minimalistic evaluator of python expression using ast module.,,https://github.com/newville/asteval,https://github.com/newville/asteval,MIT,2021-02-11 03:06:29.408,2024-03-03 22:21:43.068000,2023-11-06 14:59:10,539.0,,,,,,,2024-03-03 18:53:30.000,0.9.32,33.0,24.0,20,True,,,asteval,conda-forge/asteval,,,379350.0,184.0,,https://pypi.org/project/asteval,2024-03-03 18:53:30.000,184.0,369450.0,https://anaconda.org/conda-forge/asteval,2024-03-03 22:21:43.068,366315.0,3.0,,,,,,,,,,,,,,,,,,
+236,reloadium,reloadware/reloadium,debugging,Hot Reloading and Profiling for Python.,,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2024-02-20 14:16:19.000000,2024-02-20 14:16:19,54.0,2.0,58.0,25.0,30.0,115.0,2680.0,2024-02-20 14:15:21.000,1.4.0,47.0,3.0,19,True,,16.0,reloadium,,,,2800.0,,,https://pypi.org/project/reloadium,2024-02-20 14:15:21.000,,2800.0,,,,3.0,,,,,,,,,,,,,,,,,,
+237,flakehell,life4/flakehell,linters,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",,https://github.com/life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000000,2021-01-11 21:35:40,368.0,,47.0,5.0,68.0,,233.0,2021-01-11 18:41:10.489,0.9.0,28.0,16.0,19,False,,4.0,flakehell,,['flake8'],72.0,25994.0,18.0,,https://pypi.org/project/flakehell,2021-01-11 18:41:10.489,18.0,25993.0,,,,3.0,,,,,,,,,,,,,,,,,,
+238,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 13:25:29.031000,2022-07-19 20:45:38,40.0,,7.0,3.0,8.0,6.0,64.0,,,4.0,7.0,19,False,,8.0,pylint-flask,conda-forge/pylint-flask,['pylint'],,240083.0,7880.0,7880.0,https://pypi.org/project/pylint-flask,,,238766.0,https://anaconda.org/conda-forge/pylint-flask,2023-06-16 13:25:29.031,119935.0,3.0,,,,,,,,,,,,,,,,,,
+239,fake2db,emirozer/fake2db,testing,create custom test databases that are populated with fake data.,,https://github.com/emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2021-12-15 15:44:45.608000,2019-11-25 09:19:00,242.0,,120.0,68.0,29.0,15.0,2255.0,2021-12-15 15:44:45.608,0.1.0,23.0,18.0,18,False,,7.0,fake2db,,,,302.0,26.0,25.0,https://pypi.org/project/fake2db,2021-12-15 15:44:45.608,1.0,302.0,,,,3.0,,,,,,,,,,,,,,,,,,
+240,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 19:26:36.247000,2021-11-13 14:58:04,27.0,,123.0,32.0,4.0,5.0,1730.0,,,2.0,3.0,18,False,,5.0,heartrate,conda-forge/heartrate,,,717.0,56.0,56.0,https://pypi.org/project/heartrate,,,623.0,https://anaconda.org/conda-forge/heartrate,2023-06-16 19:26:36.247,3108.0,3.0,,,,,,,,,,,,,,,,,,
+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 11:25:43.000000,2021-09-18 20:16:24,55.0,,44.0,12.0,8.0,9.0,807.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,18,False,,6.0,py-heat,,,,6300.0,68.0,62.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,6.0,6300.0,,,,3.0,,,,,,,,,,,,,,,,,,
+242,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 18:18:48.000000,2019-10-04 19:05:46,128.0,,18.0,11.0,10.0,13.0,155.0,2018-06-24 06:23:48.000,0.8.2,7.0,10.0,18,False,,6.0,pynt,,,,11844.0,150.0,122.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,28.0,11844.0,,,,3.0,,,,,,,,,,,,,,,,,,
+243,flake8-mypy,ambv/flake8-mypy,linters,A plugin for flake8 integrating Mypy.,,https://github.com/ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000000,2020-06-19 16:51:00,50.0,,15.0,5.0,13.0,3.0,102.0,,,,8.0,18,False,,19.0,flake8-mypy,,['flake8'],,65187.0,1672.0,1672.0,https://pypi.org/project/flake8-mypy,,,65187.0,,,,3.0,,,,,,,,,,,,,,,,,,
+244,autoimport,lyz-code/autoimport,formatters,Autoimport automatically fixes wrong import statements.,,https://github.com/lyz-code/autoimport,https://github.com/lyz-code/autoimport,GPL-3.0,2020-10-16 22:43:09.000,2023-11-23 11:10:59.000000,2023-11-23 11:09:40,546.0,,24.0,2.0,206.0,33.0,85.0,2023-11-23 11:09:50.000,1.4.0,41.0,15.0,18,True,,14.0,autoimport,,,,2786.0,136.0,128.0,https://pypi.org/project/autoimport,2023-11-23 11:09:50.000,8.0,2786.0,,,,3.0,,,,,,,,,,,,,,,,,,
+245,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 16:59:41.000,2023-12-25 09:43:40.000000,2023-12-25 09:43:39,144.0,,18.0,5.0,70.0,72.0,177.0,2022-07-28 16:33:54.000,0.19.3,21.0,14.0,17,True,,51.0,flake8-simplify,conda-forge/flake8-simplify,,,358555.0,,,https://pypi.org/project/flake8-simplify,,,357605.0,https://anaconda.org/conda-forge/flake8-simplify,2023-09-26 17:41:17.851,37068.0,3.0,,,,,,,,,,,,,,,,,,
+246,mkdocs-versioning,zayd62/mkdocs-versioning,documentation,A tool that allows for versioning sites built with mkdocs.,,https://github.com/zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-08-01 15:51:53.000000,2021-08-01 15:51:53,133.0,,6.0,3.0,39.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,17,False,,3.0,mkdocs-versioning,,['mkdocs'],,4689.0,68.0,68.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,4689.0,,,,3.0,,,,,,,,,,,,,,,,,,
+247,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 12:37:58.000000,2023-06-10 12:37:58,149.0,,416.0,75.0,60.0,77.0,3844.0,,,,39.0,16,True,,3.0,,,,,,,,,,,,,,,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 15:24:11.000000,2023-01-03 15:31:24,422.0,,177.0,41.0,154.0,172.0,1599.0,,,,61.0,16,False,,35.0,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+249,tbvaccine,skorokithakis/tbvaccine,logging,A small utility to pretty-print Python tracebacks.,,https://github.com/skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000000,2020-03-01 19:24:44,80.0,,13.0,6.0,18.0,13.0,376.0,2017-07-27 16:45:20.000,0.2.2,8.0,12.0,16,False,,7.0,tbvaccine,,,,2104.0,15.0,15.0,https://pypi.org/project/tbvaccine,,,2104.0,,,,3.0,,,,,,,,,,,,,,,,,,
+250,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 07:17:02.000,2024-03-14 00:13:44.000000,2024-03-14 00:13:41,46.0,2.0,12.0,7.0,33.0,22.0,136.0,,,,8.0,16,True,,7.0,com2ann,,,,22179.0,66.0,66.0,https://pypi.org/project/com2ann,,,22179.0,,,,3.0,,,,,,,,,,,,,,,,,,
+251,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 01:27:09.000000,2023-09-12 01:27:09,194.0,,16.0,5.0,17.0,7.0,113.0,2023-09-11 03:03:54.000,0.70.1,10.0,9.0,16,True,,4.0,massedit,,,23.0,4338.0,42.0,42.0,https://pypi.org/project/massedit,,,4338.0,,,,3.0,,,,,,,,,,,,,,,,,,
+252,pyformat,myint/pyformat,formatters,Formats Python code to follow a consistent style.,,https://github.com/myint/pyformat,https://github.com/myint/pyformat,,2013-03-24 21:45:30.000,2024-01-01 00:20:53.000000,2024-01-01 00:18:13,201.0,2.0,9.0,8.0,6.0,3.0,94.0,,,,3.0,16,False,,4.0,pyformat,,,,19355.0,1847.0,1847.0,https://pypi.org/project/pyformat,,,19355.0,,,,3.0,,,,,,-3.0,,,,,,,,,,,,
+253,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 15:12:10.000000,2023-07-27 15:12:07,35.0,,15.0,6.0,23.0,6.0,265.0,,,,7.0,15,True,,8.0,bellybutton,,,,2183.0,45.0,45.0,https://pypi.org/project/bellybutton,,,2183.0,,,,3.0,,,,,,,,,,,,,,,,,,
+254,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2023-06-17 04:37:59.000000,2023-06-17 04:37:59,400.0,,34.0,9.0,68.0,26.0,222.0,,,,17.0,15,True,,18.0,imhotep,,,,41.0,12.0,12.0,https://pypi.org/project/imhotep,,,41.0,,,,3.0,,,,,,,,,,,,,,,,,,
+255,pytest-play,pytest-dev/pytest-play,testing,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,,https://github.com/pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000000,2019-06-12 11:57:28,382.0,,4.0,9.0,62.0,25.0,68.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,15,False,,4.0,pytest-play,,['pytest'],,55.0,10.0,,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,10.0,55.0,,,,3.0,,,,,,,,,,,,,,,,,,
+256,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2022-11-09 08:14:25.000000,2022-09-15 18:19:20,395.0,,7.0,5.0,34.0,3.0,21.0,2021-11-17 16:59:34.000,0.6.18,40.0,5.0,15,True,,1.0,universal-build,,,19.0,376.0,19.0,12.0,https://pypi.org/project/universal-build,2021-11-16 23:08:45.000,7.0,376.0,,,,3.0,,,,,,,,,,,,,,,,,,
+257,pycycle,bndr/pycycle,linters,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,,https://github.com/bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2022-01-15 20:44:01.000000,2017-02-13 18:07:04,26.0,,21.0,6.0,6.0,2.0,324.0,,,,2.0,14,False,,15.0,pycycle,,,,5625.0,83.0,83.0,https://pypi.org/project/pycycle,,,5625.0,,,,3.0,,,,,,,,,,,,,,,,,,
+258,freshenv,raiyanyahya/freshenv,virtual-envs,"Provision, share, manage local and cloud developer environments.",,https://github.com/raiyanyahya/freshenv,https://github.com/raiyanyahya/freshenv,MPL-2.0,2021-12-19 21:38:32.000,2024-01-09 20:27:42.000000,2023-10-13 18:07:34,192.0,,3.0,2.0,230.0,3.0,169.0,2022-11-06 21:28:09.190,3.0.2,43.0,3.0,14,True,,2.0,freshenv,raiyanyahya/freshenv,,,160.0,,,https://pypi.org/project/freshenv,2022-11-06 21:28:09.190,,160.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,,,
+259,pipenv-pipes,gtalarico/pipenv-pipes,virtual-envs,A PipEnv Environment Switcher.,,https://github.com/gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2023-10-01 17:28:23.000000,2019-06-27 03:42:48,285.0,,21.0,5.0,22.0,10.0,133.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,14,False,,7.0,pipenv-pipes,,,,216.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,216.0,,,,3.0,,,,,,,,,,,,,,,,,,
+260,pep8ify,spulec/pep8ify,refactoring,A library that modifies python source code to conform to pep8.,,https://github.com/spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000000,2014-10-24 20:36:38,154.0,,12.0,5.0,7.0,12.0,118.0,,,,6.0,14,False,,7.0,pep8ify,,,,209.0,47.0,47.0,https://pypi.org/project/pep8ify,,,209.0,,,,3.0,,,,,,,,,,,,,,,,,,
+261,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-10-17 23:50:57.000000,2023-01-30 07:50:18,198.0,,5.0,2.0,142.0,11.0,14.0,2023-01-30 07:57:23.000,3.2.0,29.0,4.0,14,False,,1.0,yala,,"['flake8', 'pylint']",,955.0,61.0,51.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000,10.0,955.0,,,,3.0,,,,,,,,,,,,,,,,,,
+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 17:39:55.000000,2017-11-14 21:27:52,20.0,,168.0,77.0,4.0,15.0,2554.0,,,,3.0,13,False,,11.0,,,,,,3.0,3.0,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+263,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2022-12-27 14:53:53.000000,2022-12-19 19:23:19,95.0,,66.0,17.0,75.0,30.0,566.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,13,False,,34.0,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+264,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 19:27:52.015000,2023-03-08 16:15:03,84.0,,4.0,10.0,2.0,12.0,222.0,,,2.0,3.0,12,True,,5.0,cohesion,conda-forge/cohesion,,,4744.0,,,https://pypi.org/project/cohesion,,,4669.0,https://anaconda.org/conda-forge/cohesion,2023-06-16 19:27:52.015,2120.0,3.0,,,,,,-3.0,,,,,,,,,,,,
+265,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2023-06-23 23:37:25.000000,2022-12-13 04:09:02,54.0,,21.0,19.0,61.0,1.0,185.0,2018-12-12 19:47:05.000,0.7.0,10.0,18.0,12,False,,8.0,linty-fresh,,"['flake8', 'mypy']",,34.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,34.0,,,,3.0,,,,,,,,,,,,,,,,,,
+266,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 16:07:40.909000,2022-08-14 07:12:06,109.0,,17.0,6.0,28.0,15.0,139.0,2022-08-14 07:05:53.000,22.8.0,7.0,9.0,12,False,,,retype,conda-forge/retype,,,1023.0,,,https://pypi.org/project/retype,,,688.0,https://anaconda.org/conda-forge/retype,2023-06-16 16:07:40.909,24803.0,3.0,,,,,,,,,,,,,,,,,,
+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 05:02:28.000000,2023-06-06 05:02:21,291.0,,3.0,5.0,6.0,,38.0,2023-04-17 06:15:39.465,0.1.7,19.0,2.0,11,False,,6.0,pyship,,,,94.0,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000,,94.0,,,,3.0,,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index 5e026a1..b350db2 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._
-- pyinstaller (π₯42 Β· β 11K Β· π) - Freeze (package) Python programs into stand-alone.. βοΈGPL-2.0
-- buildout (π₯28 Β· β 570 Β· π) - Buildout is a deployment automation tool written in and.. βοΈZPL-2.1
-- rebound (π₯26 Β· β 4.1K Β· π) - Command-line tool that instantly fetches Stack Overflow results when.. MIT
-- paver (π₯26 Β· β 460 Β· π€) - Python-based project scripting. BSD-3
-- PrettyErrors (π₯24 Β· β 2.8K Β· π) - Prettify Python exception output to make it legible. MIT
+- pycodestyle (π₯37 Β· β 5K Β· π) - Simple Python style checker in one Python file. MIT
+- sphinx_rtd_theme (π₯37 Β· β 4.6K Β· π) - Sphinx theme for readthedocs.org. MIT BSD-3
+- memory_profiler (π₯26 Β· β 4K Β· π) - Monitor Memory usage of Python code. BSD-3
+- assertpy (π₯20 Β· β 430 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
## π Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
-- sphinx_rtd_theme (π₯31 Β· β 4.6K Β· π) - Sphinx theme for readthedocs.org. MIT βUnlicensed
-- freezegun (π₯29 Β· β 3.9K Β· π) - Let your Python tests travel through time. Apache-2
-- memory-profiler (π₯22 Β· β 4.2K Β· π) - Monitor Memory usage of Python code. βUnlicensed
-- memory_profiler (π₯15 Β· β 90 Β· π) - Monitor Memory usage of Python code. βUnlicensed
+- conda (π₯41 Β· β 6.1K Β· π) - A system-level, binary package and environment manager running.. βUnlicensed
+- poetry (π₯38 Β· β 29K Β· π) - Python packaging and dependency management made easy. MIT
+- flake8-import-order (π₯20 Β· β 280 Β· π) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0 βUnlicensed
+- cohesion (π₯12 Β· β 220 Β· π€) - A tool for measuring Python class cohesion. βοΈGPL-3.0