diff --git a/README.md b/README.md
index 5ffd39b..ee6700d 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
-This curated list contains 250 awesome open-source projects with a total of 610K stars grouped into 15 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 250 awesome open-source projects with a total of 640K stars grouped into 15 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!
---
@@ -75,365 +75,373 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-mypy (π₯36 Β· β 11K) - Optional static typing for Python 3 and 2 (PEP 484). MIT
+mypy (π₯36 Β· β 12K) - Optional static typing for Python. MIT
-- [GitHub](https://github.com/python/mypy) (π¨βπ» 490 Β· π 1.8K Β· π¦ 42K Β· π 6.6K - 27% open Β· β±οΈ 25.08.2021):
+- [GitHub](https://github.com/python/mypy) (π¨βπ» 510 Β· π 1.9K Β· π¦ 50K Β· π 7K - 28% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/python/mypy
```
-- [PyPi](https://pypi.org/project/mypy) (π₯ 6.8M / month Β· π¦ 6.1K Β· β±οΈ 22.06.2021):
+- [PyPi](https://pypi.org/project/mypy) (π₯ 8M / month Β· π¦ 6.1K Β· β±οΈ 22.06.2021):
```
pip install mypy
```
-- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 1.2M Β· β±οΈ 23.06.2021):
+- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 1.5M Β· β±οΈ 09.11.2021):
```
conda install -c conda-forge mypy
```
flake8 (π₯36 Β· β 1.4K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
+flake8 (π₯33 Β· β 1.6K Β· π) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
-- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 160 Β· π 180 Β· π¦ 190K Β· π 1.3K - 2% open Β· β±οΈ 23.08.2021):
+- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 160 Β· π 180 Β· π¦ 210K Β· π 1.3K - 2% open Β· β±οΈ 15.11.2021):
```
git clone https://github.com/PyCQA/flake8
```
-- [PyPi](https://pypi.org/project/flake8) (π₯ 11M / month Β· π¦ 71K Β· β±οΈ 08.05.2021):
+- [PyPi](https://pypi.org/project/flake8) (π₯ 14M / month Β· π¦ 71K Β· β±οΈ 11.10.2021):
```
pip install flake8
```
-- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 2.9M Β· β±οΈ 10.05.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 3.3M Β· β±οΈ 02.11.2021):
```
conda install -c conda-forge flake8
```
pycodestyle (π₯34 Β· β 4.4K) - Simple Python style checker in one Python file. βοΈSaxpath
-
-- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 120 Β· π 600 Β· π¦ 160K Β· π 650 - 17% open Β· β±οΈ 06.05.2021):
-
- ```
- git clone https://github.com/PyCQA/pycodestyle
- ```
-- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 16M / month Β· π¦ 21K Β· β±οΈ 14.03.2021):
- ```
- pip install pycodestyle
- ```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 3M Β· β±οΈ 15.03.2021):
- ```
- conda install -c conda-forge pycodestyle
- ```
-pyflakes (π₯33 Β· β 1.1K) - A simple program which checks Python source files for errors. MIT
-- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 77 Β· π 150 Β· π¦ 97K Β· π 440 - 19% open Β· β±οΈ 28.05.2021):
+- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 78 Β· π 160 Β· π¦ 110K Β· π 440 - 18% open Β· β±οΈ 06.10.2021):
```
git clone https://github.com/PyCQA/pyflakes
```
-- [PyPi](https://pypi.org/project/pyflakes) (π₯ 12M / month Β· π¦ 26K Β· β±οΈ 24.03.2021):
+- [PyPi](https://pypi.org/project/pyflakes) (π₯ 15M / month Β· π¦ 26K Β· β±οΈ 06.10.2021):
```
pip install pyflakes
```
-- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 2.9M Β· β±οΈ 24.03.2021):
+- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 3.3M Β· β±οΈ 07.10.2021):
```
conda install -c conda-forge pyflakes
```
parso (π₯32 Β· β 430) - A Python Parser. MIT
+pycodestyle (π₯31 Β· β 4.4K Β· π) - Simple Python style checker in one Python file. βοΈSaxpath
-- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 42 Β· π 74 Β· π¦ 140K Β· π 100 - 7% open Β· β±οΈ 25.08.2021):
+- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 130 Β· π 610 Β· π¦ 170K Β· π 660 - 16% open Β· β±οΈ 09.11.2021):
```
- git clone https://github.com/davidhalter/parso
+ git clone https://github.com/PyCQA/pycodestyle
```
-- [PyPi](https://pypi.org/project/parso) (π₯ 17M / month Β· π¦ 11K Β· β±οΈ 30.03.2021):
+- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 20M / month Β· π¦ 21K Β· β±οΈ 11.10.2021):
```
- pip install parso
+ pip install pycodestyle
```
-- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 4.7M Β· β±οΈ 31.03.2021):
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 3.5M Β· β±οΈ 11.10.2021):
```
- conda install -c conda-forge parso
+ conda install -c conda-forge pycodestyle
```
pylint (π₯31 Β· β 3.5K) - It's not just a linter that annoys you!. βοΈGPL-2.0
+pylint (π₯31 Β· β 3.7K) - It's not just a linter that annoys you!. βοΈGPL-2.0
-- [GitHub](https://github.com/PyCQA/pylint) (π¨βπ» 410 Β· π 750 Β· π 3.6K - 19% open Β· β±οΈ 26.08.2021):
+- [GitHub](https://github.com/PyCQA/pylint) (π¨βπ» 430 Β· π 760 Β· π 3.7K - 19% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/PyCQA/pylint
```
-- [PyPi](https://pypi.org/project/pylint) (π₯ 12M / month Β· π¦ 38K Β· β±οΈ 21.08.2021):
+- [PyPi](https://pypi.org/project/pylint) (π₯ 9.5M / month Β· π¦ 38K Β· β±οΈ 16.09.2021):
```
pip install pylint
```
-- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 2.1M Β· β±οΈ 24.08.2021):
+- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 2.4M Β· β±οΈ 17.09.2021):
```
conda install -c conda-forge pylint
```
pydocstyle (π₯30 Β· β 800) - docstring style checker. MIT
+parso (π₯31 Β· β 460) - A Python Parser. MIT
-- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 74 Β· π 150 Β· π₯ 56 Β· π¦ 18K Β· π 270 - 27% open Β· β±οΈ 15.08.2021):
+- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 43 Β· π 75 Β· π¦ 160K Β· π 100 - 7% open Β· β±οΈ 15.09.2021):
```
- git clone https://github.com/PyCQA/pydocstyle
+ git clone https://github.com/davidhalter/parso
```
-- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 2M / month Β· π¦ 3.9K Β· β±οΈ 17.05.2021):
+- [PyPi](https://pypi.org/project/parso) (π₯ 19M / month Β· π¦ 11K Β· β±οΈ 30.03.2021):
```
- pip install pydocstyle
+ pip install parso
```
-- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 410K Β· β±οΈ 18.05.2021):
+- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 5.6M Β· β±οΈ 31.03.2021):
```
- conda install -c conda-forge pydocstyle
+ conda install -c conda-forge parso
```
wemake-python-styleguide (π₯29 Β· β 1.6K) - The strictest and most opinionated python linter ever!. MIT
+wemake-python-styleguide (π₯30 Β· β 1.7K) - The strictest and most opinionated python linter ever!. MIT
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 150 Β· π 280 Β· π¦ 580 Β· π 960 - 8% open Β· β±οΈ 26.08.2021):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 160 Β· π 310 Β· π¦ 800 Β· π 990 - 9% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 60K / month Β· π¦ 14 Β· β±οΈ 21.06.2021):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 140K / month Β· π¦ 14 Β· β±οΈ 21.06.2021):
```
pip install wemake-python-styleguide
```
flake8-bugbear (π₯29 Β· β 570) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
+pydocstyle (π₯30 Β· β 830) - docstring style checker. MIT
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 39 Β· π 44 Β· π¦ 4.6K Β· π 97 - 44% open Β· β±οΈ 12.08.2021):
+- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 74 Β· π 150 Β· π₯ 56 Β· π¦ 20K Β· π 270 - 28% open Β· β±οΈ 10.10.2021):
+
+ ```
+ git clone https://github.com/PyCQA/pydocstyle
+ ```
+- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 2.1M / month Β· π¦ 3.9K Β· β±οΈ 17.05.2021):
+ ```
+ pip install pydocstyle
+ ```
+- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 460K Β· β±οΈ 18.05.2021):
+ ```
+ conda install -c conda-forge pydocstyle
+ ```
+flake8-bugbear (π₯29 Β· β 630) - A plugin for Flake8 finding likely bugs and design problems.. MIT
+
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 43 Β· π 53 Β· π¦ 5.7K Β· π 100 - 41% open Β· β±οΈ 29.10.2021):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 1M / month Β· π¦ 1K Β· β±οΈ 01.04.2021):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 1.3M / month Β· π¦ 1K Β· β±οΈ 29.09.2021):
```
pip install flake8-bugbear
```
-- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 390K Β· β±οΈ 02.04.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 520K Β· β±οΈ 29.09.2021):
```
conda install -c conda-forge flake8-bugbear
```
hacking (π₯29 Β· β 220) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
-- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 180 Β· π 66 Β· β±οΈ 05.06.2021):
+- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 180 Β· π 66 Β· β±οΈ 07.10.2021):
```
git clone https://github.com/openstack/hacking
```
-- [PyPi](https://pypi.org/project/hacking) (π₯ 170K / month Β· π¦ 8.7K Β· β±οΈ 21.04.2021):
+- [PyPi](https://pypi.org/project/hacking) (π₯ 630K / month Β· π¦ 8.7K Β· β±οΈ 21.04.2021):
```
pip install hacking
```
pytype (π₯28 Β· β 3.4K) - A static type analyzer for Python code. Apache-2
+pytype (π₯28 Β· β 3.5K) - A static type analyzer for Python code. Apache-2
-- [GitHub](https://github.com/google/pytype) (π¨βπ» 64 Β· π 200 Β· π 430 - 22% open Β· β±οΈ 24.08.2021):
+- [GitHub](https://github.com/google/pytype) (π¨βπ» 70 Β· π 220 Β· π 460 - 21% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/pytype) (π₯ 100K / month Β· π¦ 88 Β· β±οΈ 24.08.2021):
+- [PyPi](https://pypi.org/project/pytype) (π₯ 150K / month Β· π¦ 88 Β· β±οΈ 12.11.2021):
```
pip install pytype
```
-- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 58K Β· β±οΈ 13.10.2020):
+- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 63K Β· β±οΈ 13.10.2020):
```
conda install -c conda-forge pytype
```
pylint-django (π₯28 Β· β 480) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0 
+pylint-django (π₯28 Β· β 490) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0
-- [GitHub](https://github.com/PyCQA/pylint-django) (π¨βπ» 58 Β· π 100 Β· π₯ 200 Β· π¦ 15K Β· π 180 - 16% open Β· β±οΈ 26.04.2021):
+- [GitHub](https://github.com/PyCQA/pylint-django) (π¨βπ» 60 Β· π 100 Β· π₯ 200 Β· π¦ 15K Β· π 180 - 18% open Β· β±οΈ 11.11.2021):
```
git clone https://github.com/PyCQA/pylint-django
```
-- [PyPi](https://pypi.org/project/pylint-django) (π₯ 610K / month Β· π¦ 2.2K Β· β±οΈ 09.04.2021):
+- [PyPi](https://pypi.org/project/pylint-django) (π₯ 690K / month Β· π¦ 2.2K Β· β±οΈ 09.04.2021):
```
pip install pylint-django
```
-- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 84K Β· β±οΈ 12.01.2021):
+- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 87K Β· β±οΈ 27.09.2021):
```
conda install -c conda-forge pylint-django
```
coala (π₯27 Β· β 3.2K) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
+coala (π₯27 Β· β 3.3K) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
- [GitHub](https://github.com/coala/coala) (π¨βπ» 480 Β· π 1.4K Β· π₯ 150 Β· π¦ 10 Β· π 3.2K - 26% open Β· β±οΈ 11.06.2021):
```
git clone https://github.com/coala/coala
```
-- [PyPi](https://pypi.org/project/coala-bears) (π₯ 4.7K / month Β· π¦ 210 Β· β±οΈ 10.11.2017):
+- [PyPi](https://pypi.org/project/coala-bears) (π₯ 3.7K / month Β· π¦ 210 Β· β±οΈ 10.11.2017):
```
pip install coala-bears
```
flake8-quotes (π₯27 Β· β 130 Β· π) - Flake8 extension for checking quotes in python. MIT
+darglint (π₯27 Β· β 370) - A python documentation linter which checks that the docstring description.. MIT
-- [GitHub](https://github.com/zheller/flake8-quotes) (π¨βπ» 29 Β· π 34 Β· π¦ 3.5K Β· π 43 - 6% open Β· β±οΈ 23.08.2021):
-
- ```
- git clone https://github.com/zheller/flake8-quotes
- ```
-- [PyPi](https://pypi.org/project/flake8-quotes) (π₯ 550K / month Β· π¦ 1.4K Β· β±οΈ 23.08.2021):
- ```
- pip install flake8-quotes
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (π₯ 570K Β· β±οΈ 24.08.2021):
- ```
- conda install -c conda-forge flake8-quotes
- ```
-pyright (π₯25 Β· β 7K) - Static type checker for Python. MIT
-
-- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 57 Β· π 360 Β· π¦ 110 Β· π 1.8K - 0% open Β· β±οΈ 25.08.2021):
-
- ```
- git clone https://github.com/Microsoft/pyright
- ```
-- [NPM](https://www.npmjs.com/package/pyright) (π₯ 140K / month Β· π¦ 4 Β· β±οΈ 21.08.2021):
- ```
- npm install pyright
- ```
-pyre-check (π₯25 Β· β 5.5K Β· π) - Performant type-checking for python. MIT
-
-- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 170 Β· π 330 Β· π 270 - 24% open Β· β±οΈ 26.08.2021):
-
- ```
- git clone https://github.com/facebook/pyre-check
- ```
-- [PyPi](https://pypi.org/project/pyre-check) (π₯ 22K / month Β· π¦ 46 Β· β±οΈ 14.05.2021):
- ```
- pip install pyre-check
- ```
-darglint (π₯25 Β· β 340) - A python documentation linter which checks that the docstring description.. MIT
-
-- [GitHub](https://github.com/terrencepreilly/darglint) (π¨βπ» 21 Β· π 27 Β· π¦ 770 Β· π 130 - 31% open Β· β±οΈ 04.04.2021):
+- [GitHub](https://github.com/terrencepreilly/darglint) (π¨βπ» 22 Β· π 31 Β· π¦ 1.2K Β· π 140 - 33% open Β· β±οΈ 18.10.2021):
```
git clone https://github.com/terrencepreilly/darglint
```
-- [PyPi](https://pypi.org/project/darglint) (π₯ 170K / month Β· π¦ 20 Β· β±οΈ 22.02.2021):
+- [PyPi](https://pypi.org/project/darglint) (π₯ 240K / month Β· π¦ 20 Β· β±οΈ 18.10.2021):
```
pip install darglint
```
-- [Conda](https://anaconda.org/conda-forge/darglint) (π₯ 18K Β· β±οΈ 05.04.2021):
+- [Conda](https://anaconda.org/conda-forge/darglint) (π₯ 26K Β· β±οΈ 05.11.2021):
```
conda install -c conda-forge darglint
```
check-manifest (π₯25 Β· β 240) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
+flake8-quotes (π₯27 Β· β 130) - Flake8 extension for checking quotes in python. MIT
-- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 19 Β· π 30 Β· π¦ 6.6K Β· π 86 - 17% open Β· β±οΈ 13.06.2021):
+- [GitHub](https://github.com/zheller/flake8-quotes) (π¨βπ» 30 Β· π 34 Β· π¦ 3.8K Β· π 43 - 6% open Β· β±οΈ 19.10.2021):
```
- git clone https://github.com/mgedmin/check-manifest
+ git clone https://github.com/zheller/flake8-quotes
```
-- [PyPi](https://pypi.org/project/check-manifest) (π₯ 170K / month Β· π¦ 1.8K Β· β±οΈ 04.01.2021):
+- [PyPi](https://pypi.org/project/flake8-quotes) (π₯ 660K / month Β· π¦ 1.4K Β· β±οΈ 19.10.2021):
```
- pip install check-manifest
+ pip install flake8-quotes
```
-- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 31K Β· β±οΈ 04.01.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (π₯ 580K Β· β±οΈ 19.10.2021):
```
- conda install -c conda-forge check-manifest
+ conda install -c conda-forge flake8-quotes
```
flake8-isort (π₯25 Β· β 110 Β· π€) - flake8 plugin that integrates isort. βοΈGPL-2.0
+flake8-isort (π₯27 Β· β 110) - flake8 plugin that integrates isort. βοΈGPL-2.0
-- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 28 Β· π 36 Β· π¦ 3.4K Β· π 46 - 19% open Β· β±οΈ 11.08.2020):
+- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 29 Β· π 40 Β· π¦ 4.1K Β· π 53 - 24% open Β· β±οΈ 15.10.2021):
```
git clone https://github.com/gforcada/flake8-isort
```
-- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 420K / month Β· π¦ 930 Β· β±οΈ 11.08.2020):
+- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 530K / month Β· π¦ 930 Β· β±οΈ 14.10.2021):
```
pip install flake8-isort
```
-- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 13K Β· β±οΈ 09.06.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 14K Β· β±οΈ 14.10.2021):
```
conda install -c conda-forge flake8-isort
```
flake8-import-order (π₯24 Β· β 240 Β· π€) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
+pyright (π₯25 Β· β 7.4K) - Static type checker for Python. MIT
-- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 40 Β· π 61 Β· π 96 - 11% open Β· β±οΈ 04.08.2020):
+- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 65 Β· π 390 Β· π¦ 150 Β· π 2.1K - 0% open Β· β±οΈ 17.11.2021):
```
- git clone https://github.com/PyCQA/flake8-import-order
+ git clone https://github.com/Microsoft/pyright
```
-- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 300K / month Β· π¦ 1.9K Β· β±οΈ 04.03.2019):
+- [NPM](https://www.npmjs.com/package/pyright) (π₯ 150K / month Β· π¦ 4 Β· β±οΈ 13.11.2021):
```
- pip install flake8-import-order
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 200K Β· β±οΈ 06.03.2019):
- ```
- conda install -c conda-forge flake8-import-order
+ npm install pyright
```
flake8-comprehensions (π₯23 Β· β 290) - A flake8 plugin to help you write better.. MIT
+pyre-check (π₯25 Β· β 5.7K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 10 Β· π 13 Β· π 38 - 18% open Β· β±οΈ 24.08.2021):
+- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 180 Β· π 370 Β· π 280 - 27% open Β· β±οΈ 17.11.2021):
+
+ ```
+ git clone https://github.com/facebook/pyre-check
+ ```
+- [PyPi](https://pypi.org/project/pyre-check) (π₯ 28K / month Β· π¦ 46 Β· β±οΈ 29.10.2021):
+ ```
+ pip install pyre-check
+ ```
+check-manifest (π₯25 Β· β 240) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
+
+- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 20 Β· π 31 Β· π¦ 6.9K Β· π 88 - 18% open Β· β±οΈ 16.10.2021):
+
+ ```
+ git clone https://github.com/mgedmin/check-manifest
+ ```
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 200K / month Β· π¦ 1.8K Β· β±οΈ 22.09.2021):
+ ```
+ pip install check-manifest
+ ```
+- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 35K Β· β±οΈ 22.09.2021):
+ ```
+ conda install -c conda-forge check-manifest
+ ```
+flake8-commas (π₯24 Β· β 130) - Flake8 extension for enforcing trailing commas in python. MIT
+
+- [GitHub](https://github.com/PyCQA/flake8-commas) (π¨βπ» 12 Β· π 23 Β· π 31 - 16% open Β· β±οΈ 13.10.2021):
+
+ ```
+ git clone https://github.com/PyCQA/flake8-commas
+ ```
+- [PyPi](https://pypi.org/project/flake8-commas) (π₯ 250K / month Β· π¦ 550 Β· β±οΈ 13.10.2021):
+ ```
+ pip install flake8-commas
+ ```
+mypy-protobuf (π₯23 Β· β 400) - open source tools to generate mypy stubs from protobufs. Apache-2
+
+- [GitHub](https://github.com/dropbox/mypy-protobuf) (π¨βπ» 29 Β· π 62 Β· π 95 - 5% open Β· β±οΈ 09.11.2021):
+
+ ```
+ git clone https://github.com/dropbox/mypy-protobuf
+ ```
+- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 1.1M / month Β· π¦ 24 Β· β±οΈ 12.10.2021):
+ ```
+ pip install mypy-protobuf
+ ```
+flake8-comprehensions (π₯23 Β· β 310) - A flake8 plugin to help you write better.. MIT
+
+- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 12 Β· π 15 Β· π 40 - 17% open Β· β±οΈ 15.11.2021):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 560K / month Β· π¦ 710 Β· β±οΈ 16.08.2021):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 590K / month Β· π¦ 710 Β· β±οΈ 11.10.2021):
```
pip install flake8-comprehensions
```
-- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 400K Β· β±οΈ 16.08.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 450K Β· β±οΈ 12.10.2021):
```
conda install -c conda-forge flake8-comprehensions
```
flake8-eradicate (π₯23 Β· β 190) - Flake8 plugin to find commented out or dead code. MIT
+flake8-eradicate (π₯23 Β· β 210) - Flake8 plugin to find commented out or dead code. MIT
-- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 11 Β· π 7 Β· π 26 - 3% open Β· β±οΈ 08.07.2021):
+- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 13 Β· π 7 Β· π 28 - 3% open Β· β±οΈ 11.11.2021):
```
git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 210K / month Β· π¦ 72 Β· β±οΈ 22.06.2021):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 250K / month Β· π¦ 72 Β· β±οΈ 19.10.2021):
```
pip install flake8-eradicate
```
flake8-black (π₯23 Β· β 93) - flake8 plugin to run black for checking Python coding style. MIT
+flake8-black (π₯23 Β· β 98) - flake8 plugin to run black for checking Python coding style. MIT
-- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 4 Β· π 8 Β· π¦ 1.1K Β· π 21 - 33% open Β· β±οΈ 16.07.2021):
+- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 5 Β· π 8 Β· π¦ 1.5K Β· π 21 - 33% open Β· β±οΈ 08.11.2021):
```
git clone https://github.com/peterjc/flake8-black
```
-- [PyPi](https://pypi.org/project/flake8-black) (π₯ 190K / month Β· π¦ 36 Β· β±οΈ 16.07.2021):
+- [PyPi](https://pypi.org/project/flake8-black) (π₯ 230K / month Β· π¦ 36 Β· β±οΈ 16.07.2021):
```
pip install flake8-black
```
-- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 140K Β· β±οΈ 17.07.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 170K Β· β±οΈ 17.07.2021):
```
conda install -c conda-forge flake8-black
```
data-science-types (π₯22 Β· β 180) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
+data-science-types (π₯22 Β· β 190 Β· π€) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
-- [GitHub](https://github.com/predictive-analytics-lab/data-science-types) (π¨βπ» 44 Β· π 57 Β· π¦ 120 Β· π 62 - 62% open Β· β±οΈ 16.02.2021):
+- [GitHub](https://github.com/predictive-analytics-lab/data-science-types) (π¨βπ» 44 Β· π 57 Β· π¦ 140 Β· π 62 - 62% open Β· β±οΈ 16.02.2021):
```
git clone https://github.com/predictive-analytics-lab/data-science-types
```
-- [PyPi](https://pypi.org/project/data-science-types) (π₯ 57K / month Β· β±οΈ 16.02.2021):
+- [PyPi](https://pypi.org/project/data-science-types) (π₯ 54K / month Β· β±οΈ 16.02.2021):
```
pip install data-science-types
```
flake8-builtins (π₯22 Β· β 69) - Check for python builtins being used as variables or.. βοΈGPL-2.0
+flake8-builtins (π₯22 Β· β 74) - Check for python builtins being used as variables or.. βοΈGPL-2.0
-- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 14 Β· π 17 Β· π¦ 2.5K Β· π 34 - 8% open Β· β±οΈ 14.04.2021):
+- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 15 Β· π 17 Β· π¦ 2.9K Β· π 34 - 5% open Β· β±οΈ 20.09.2021):
```
git clone https://github.com/gforcada/flake8-builtins
@@ -442,152 +450,140 @@ This curated list contains 250 awesome open-source projects with a total of 610K
```
pip install flake8-builtins
```
-- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 120K Β· β±οΈ 18.05.2020):
+- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 130K Β· β±οΈ 18.05.2020):
```
conda install -c conda-forge flake8-builtins
```
mypy-protobuf (π₯21 Β· β 380 Β· π) - open source tools to generate mypy stubs from protobufs. Apache-2
+Fixit (π₯20 Β· β 280) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT
-- [GitHub](https://github.com/dropbox/mypy-protobuf) (π¨βπ» 27 Β· π 58 Β· π 87 - 6% open Β· β±οΈ 23.08.2021):
-
- ```
- git clone https://github.com/dropbox/mypy-protobuf
- ```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 640K / month Β· π¦ 24 Β· β±οΈ 31.07.2021):
- ```
- pip install mypy-protobuf
- ```
-Fixit (π₯21 Β· β 280) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT
-
-- [GitHub](https://github.com/Instagram/Fixit) (π¨βπ» 27 Β· π 39 Β· π¦ 9 Β· π 57 - 56% open Β· β±οΈ 05.08.2021):
+- [GitHub](https://github.com/Instagram/Fixit) (π¨βπ» 27 Β· π 39 Β· π¦ 12 Β· π 57 - 56% open Β· β±οΈ 05.08.2021):
```
git clone https://github.com/Instagram/Fixit
```
-- [PyPi](https://pypi.org/project/fixit) (π₯ 2.3K / month Β· β±οΈ 30.07.2021):
+- [PyPi](https://pypi.org/project/fixit) (π₯ 5.3K / month Β· β±οΈ 30.07.2021):
```
pip install fixit
```
pylint-flask (π₯20 Β· β 59) - A Pylint plugin to analyze Flask applications. βοΈGPL-2.0
+pylint-flask (π₯20 Β· β 59 Β· π€) - A Pylint plugin to analyze Flask applications. βοΈGPL-2.0
-- [GitHub](https://github.com/jschaf/pylint-flask) (π¨βπ» 7 Β· π 9 Β· π¦ 5.3K Β· π 9 - 44% open Β· β±οΈ 10.03.2021):
+- [GitHub](https://github.com/jschaf/pylint-flask) (π¨βπ» 7 Β· π 9 Β· π¦ 5.5K Β· π 10 - 50% open Β· β±οΈ 10.03.2021):
```
git clone https://github.com/jschaf/pylint-flask
```
-- [PyPi](https://pypi.org/project/pylint-flask) (π₯ 170K / month Β· π¦ 710 Β· β±οΈ 30.01.2019):
+- [PyPi](https://pypi.org/project/pylint-flask) (π₯ 200K / month Β· π¦ 710 Β· β±οΈ 30.01.2019):
```
pip install pylint-flask
```
-- [Conda](https://anaconda.org/conda-forge/pylint-flask) (π₯ 52K Β· β±οΈ 02.02.2019):
+- [Conda](https://anaconda.org/conda-forge/pylint-flask) (π₯ 53K Β· β±οΈ 02.02.2019):
```
conda install -c conda-forge pylint-flask
```
flakehell (π₯19 Β· β 220 Β· π€) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
+nitpick (π₯19 Β· β 190) - Enforce the same settings on multiple projects. MIT
-- [GitHub](https://github.com/life4/flakehell) (π¨βπ» 15 Β· π 33 Β· π₯ 57 Β· β±οΈ 11.01.2021):
-
- ```
- git clone https://github.com/life4/flakehell
- ```
-- [PyPi](https://pypi.org/project/flakehell) (π₯ 85K / month Β· β±οΈ 11.01.2021):
- ```
- pip install flakehell
- ```
-nitpick (π₯19 Β· β 170) - Enforce the same settings on multiple projects. MIT
-
-- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 10 Β· π 10 Β· π₯ 4 Β· π 88 - 37% open Β· β±οΈ 20.08.2021):
+- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 13 Β· π 13 Β· π₯ 4 Β· π 89 - 35% open Β· β±οΈ 10.11.2021):
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 9.5K / month Β· β±οΈ 20.07.2021):
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 12K / month Β· β±οΈ 08.11.2021):
```
pip install nitpick
```
flake8-bandit (π₯19 Β· β 62 Β· π€) - Automated security testing using bandit and flake8. MIT
+pandas-vet (π₯19 Β· β 120 Β· π€) - A plugin for Flake8 that checks pandas code. MIT
-- [GitHub](https://github.com/tylerwince/flake8-bandit) (π¨βπ» 5 Β· π 15 Β· π 12 - 33% open Β· β±οΈ 29.08.2020):
-
- ```
- git clone https://github.com/tylerwince/flake8-bandit
- ```
-- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 320K / month Β· π¦ 160 Β· β±οΈ 08.10.2019):
- ```
- pip install flake8-bandit
- ```
-pandas-vet (π₯18 Β· β 110) - A plugin for Flake8 that checks pandas code. MIT
-
-- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 10 Β· π 14 Β· π₯ 38 Β· π¦ 48 Β· π 50 - 42% open Β· β±οΈ 03.03.2021):
+- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 10 Β· π 15 Β· π₯ 39 Β· π¦ 54 Β· π 50 - 42% open Β· β±οΈ 03.03.2021):
```
git clone https://github.com/deppen8/pandas-vet
```
-- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 5.2K / month Β· β±οΈ 01.02.2020):
+- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 5.4K / month Β· β±οΈ 01.02.2020):
```
pip install pandas-vet
```
-- [Conda](https://anaconda.org/conda-forge/pandas-vet) (π₯ 7.2K Β· β±οΈ 01.02.2020):
+- [Conda](https://anaconda.org/conda-forge/pandas-vet) (π₯ 7.6K Β· β±οΈ 01.02.2020):
```
conda install -c conda-forge pandas-vet
```
beartype (π₯17 Β· β 360) - Unbearably fast O(1) runtime type-checking in pure Python. MIT
+flakehell (π₯18 Β· β 220 Β· π€) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 6 Β· π 8 Β· π 34 - 14% open Β· β±οΈ 26.08.2021):
+- [GitHub](https://github.com/life4/flakehell) (π¨βπ» 16 Β· π 32 Β· π₯ 57 Β· β±οΈ 11.01.2021):
+
+ ```
+ git clone https://github.com/life4/flakehell
+ ```
+- [PyPi](https://pypi.org/project/flakehell) (π₯ 41K / month Β· β±οΈ 11.01.2021):
+ ```
+ pip install flakehell
+ ```
+imhotep (π₯18 Β· β 220) - A static-analysis bot for Github. MIT
+
+- [GitHub](https://github.com/justinabrahms/imhotep) (π¨βπ» 16 Β· π 37 Β· π¦ 7 Β· π 46 - 50% open Β· β±οΈ 01.10.2021):
+
+ ```
+ git clone https://github.com/justinabrahms/imhotep
+ ```
+- [PyPi](https://pypi.org/project/imhotep) (π₯ 37 / month Β· π¦ 4 Β· β±οΈ 18.09.2016):
+ ```
+ pip install imhotep
+ ```
+beartype (π₯17 Β· β 530) - Unbearably fast O(1) runtime type-checking in pure Python. MIT
+
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 9 Β· π 15 Β· π 53 - 20% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 12K / month Β· β±οΈ 21.08.2021):
+- [PyPi](https://pypi.org/project/beartype) (π₯ 44K / month Β· β±οΈ 06.11.2021):
```
pip install beartype
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 6.2K Β· β±οΈ 21.08.2021):
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 8.4K Β· β±οΈ 06.11.2021):
```
conda install -c conda-forge beartype
```
bellybutton (π₯17 Β· β 220) - Custom Python linting through AST expressions. MIT
-- [GitHub](https://github.com/hchasestevens/bellybutton) (π¨βπ» 5 Β· π 10 Β· π¦ 7 Β· π 13 - 53% open Β· β±οΈ 15.07.2021):
+- [GitHub](https://github.com/hchasestevens/bellybutton) (π¨βπ» 5 Β· π 11 Β· π¦ 13 Β· π 14 - 57% open Β· β±οΈ 15.07.2021):
```
git clone https://github.com/hchasestevens/bellybutton
```
-- [PyPi](https://pypi.org/project/bellybutton) (π₯ 4.1K / month Β· β±οΈ 27.11.2020):
+- [PyPi](https://pypi.org/project/bellybutton) (π₯ 5.9K / month Β· β±οΈ 27.11.2020):
```
pip install bellybutton
```
linty_fresh (π₯14 Β· β 180 Β· π€) - Surface lint errors during code review. Apache-2 mypy
+linty_fresh (π₯15 Β· β 180 Β· π€) - Surface lint errors during code review. Apache-2 mypy
- [GitHub](https://github.com/lyft/linty_fresh) (π¨βπ» 17 Β· π 21 Β· π 9 - 88% open Β· β±οΈ 30.11.2020):
```
git clone https://github.com/lyft/linty_fresh
```
-- [PyPi](https://pypi.org/project/linty-fresh) (π₯ 42 / month Β· β±οΈ 12.12.2018):
+- [PyPi](https://pypi.org/project/linty-fresh) (π₯ 35 / month Β· β±οΈ 12.12.2018):
```
pip install linty-fresh
```
Show 7 hidden projects...
-- pep8-naming (π₯28 Β· β 330) - Naming Convention checker for Python. βοΈSaxpath
-- pylama (π₯25 Β· β 800 Β· π) - Code audit tool for python. βοΈLGPL-3.0
-- flake8-commas (π₯23 Β· β 120 Β· π) - Flake8 extension for enforcing trailing commas in python. MIT βοΈSaxpath
+- pylama (π₯24 Β· β 820 Β· π) - Code audit tool for python. βοΈLGPL-3.0
+- flake8-import-order (π₯24 Β· β 250 Β· π) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0 MIT MIT
-- imhotep (π₯18 Β· β 220 Β· π) - A static-analysis bot for Github. MIT
-- yala (π₯17 Β· β 11) - Yet Another Linter Aggregator. MIT MIT MIT MIT
@@ -595,57 +591,57 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-black (π₯34 Β· β 22K) - The uncompromising Python code formatter. MIT
+black (π₯34 Β· β 24K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (π¨βπ» 270 Β· π 1.4K Β· π₯ 15K Β· π¦ 77K Β· π 1.6K - 18% open Β· β±οΈ 26.08.2021):
+- [GitHub](https://github.com/psf/black) (π¨βπ» 280 Β· π 1.5K Β· π₯ 18K Β· π¦ 95K Β· π 1.7K - 20% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/psf/black
```
-- [PyPi](https://pypi.org/project/black) (π₯ 7.7M / month Β· π¦ 6.2K Β· β±οΈ 16.07.2021):
+- [PyPi](https://pypi.org/project/black) (π₯ 9.6M / month Β· π¦ 6.2K Β· β±οΈ 17.11.2021):
```
pip install black
```
-- [Conda](https://anaconda.org/conda-forge/black) (π₯ 2M Β· β±οΈ 16.07.2021):
+- [Conda](https://anaconda.org/conda-forge/black) (π₯ 2.5M Β· β±οΈ 02.11.2021):
```
conda install -c conda-forge black
```
autopep8 (π₯34 Β· β 3.9K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
-- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 51 Β· π 240 Β· π¦ 87K Β· π 420 - 20% open Β· β±οΈ 15.08.2021):
+- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 51 Β· π 250 Β· π¦ 96K Β· π 430 - 21% open Β· β±οΈ 30.10.2021):
```
git clone https://github.com/hhatto/autopep8
```
-- [PyPi](https://pypi.org/project/autopep8) (π₯ 2.1M / month Β· π¦ 10K Β· β±οΈ 30.04.2021):
+- [PyPi](https://pypi.org/project/autopep8) (π₯ 2.5M / month Β· π¦ 10K Β· β±οΈ 24.10.2021):
```
pip install autopep8
```
-- [Conda](https://anaconda.org/conda-forge/autopep8) (π₯ 520K Β· β±οΈ 30.04.2021):
+- [Conda](https://anaconda.org/conda-forge/autopep8) (π₯ 570K Β· β±οΈ 26.10.2021):
```
conda install -c conda-forge autopep8
```
isort (π₯33 Β· β 4.1K) - A Python utility / library to sort imports. MIT
+isort (π₯33 Β· β 4.3K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 240 Β· π 410 Β· π¦ 190K Β· π 1K - 2% open Β· β±οΈ 18.08.2021):
+- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 250 Β· π 430 Β· π¦ 200K Β· π 1K - 3% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/PyCQA/isort
```
-- [PyPi](https://pypi.org/project/isort) (π₯ 17M / month Β· π¦ 24K Β· β±οΈ 29.07.2021):
+- [PyPi](https://pypi.org/project/isort) (π₯ 17M / month Β· π¦ 24K Β· β±οΈ 09.11.2021):
```
pip install isort
```
-- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 2.2M Β· β±οΈ 29.07.2021):
+- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 2.6M Β· β±οΈ 09.11.2021):
```
conda install -c conda-forge isort
```
yapf (π₯30 Β· β 12K) - A formatter for Python files. Apache-2
-- [GitHub](https://github.com/google/yapf) (π¨βπ» 130 Β· π 790 Β· π¦ 23K Β· π 700 - 45% open Β· β±οΈ 23.08.2021):
+- [GitHub](https://github.com/google/yapf) (π¨βπ» 130 Β· π 820 Β· π¦ 26K Β· π 720 - 46% open Β· β±οΈ 08.11.2021):
```
git clone https://github.com/google/yapf
@@ -654,26 +650,26 @@ This curated list contains 250 awesome open-source projects with a total of 610K
```
pip install yapf
```
-- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 760K Β· β±οΈ 19.04.2021):
+- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 890K Β· β±οΈ 19.04.2021):
```
conda install -c conda-forge yapf
```
docformatter (π₯24 Β· β 230 Β· π€) - Formats docstrings to follow PEP 257. MIT
+docformatter (π₯24 Β· β 240 Β· π€) - Formats docstrings to follow PEP 257. MIT
-- [GitHub](https://github.com/myint/docformatter) (π¨βπ» 15 Β· π 31 Β· π¦ 680 Β· π 49 - 55% open Β· β±οΈ 27.12.2020):
+- [GitHub](https://github.com/myint/docformatter) (π¨βπ» 15 Β· π 32 Β· π¦ 760 Β· π 49 - 55% open Β· β±οΈ 27.12.2020):
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (π₯ 72K / month Β· π¦ 110 Β· β±οΈ 27.12.2020):
+- [PyPi](https://pypi.org/project/docformatter) (π₯ 91K / month Β· π¦ 110 Β· β±οΈ 27.12.2020):
```
pip install docformatter
```
Show 1 hidden projects...
-- pyformat (π₯18 Β· β 83 Β· π) - Formats Python code to follow a consistent style. βοΈSaxpath
+- pyformat (π₯19 Β· β 84 Β· π) - Formats Python code to follow a consistent style. βοΈSaxpath
@@ -681,201 +677,201 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-jedi (π₯35 Β· β 4.9K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
+jedi (π₯37 Β· β 5K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
-- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 140 Β· π 440 Β· π¦ 150K Β· π 1.2K - 2% open Β· β±οΈ 25.07.2021):
+- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 150 Β· π 460 Β· π¦ 160K Β· π 1.3K - 2% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/davidhalter/jedi
```
-- [PyPi](https://pypi.org/project/jedi) (π₯ 17M / month Β· π¦ 16K Β· β±οΈ 25.12.2020):
+- [PyPi](https://pypi.org/project/jedi) (π₯ 19M / month Β· π¦ 16K Β· β±οΈ 17.11.2021):
```
pip install jedi
```
-- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 5.8M Β· β±οΈ 29.06.2021):
+- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 6.9M Β· β±οΈ 02.11.2021):
```
conda install -c conda-forge jedi
```
rope (π₯29 Β· β 1.2K) - a python refactoring library. βοΈLGPL-3.0
+rope (π₯31 Β· β 1.2K) - a python refactoring library. βοΈLGPL-3.0
-- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 64 Β· π 140 Β· π¦ 31K Β· π 190 - 38% open Β· β±οΈ 10.08.2021):
+- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 67 Β· π 150 Β· π¦ 33K Β· π 230 - 30% open Β· β±οΈ 14.11.2021):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (π₯ 400K / month Β· π¦ 2.9K Β· β±οΈ 07.10.2020):
+- [PyPi](https://pypi.org/project/rope) (π₯ 550K / month Β· π¦ 2.9K Β· β±οΈ 11.11.2021):
```
pip install rope
```
-- [Conda](https://anaconda.org/conda-forge/rope) (π₯ 560K Β· β±οΈ 30.05.2021):
+- [Conda](https://anaconda.org/conda-forge/rope) (π₯ 600K Β· β±οΈ 11.11.2021):
```
conda install -c conda-forge rope
```
vulture (π₯26 Β· β 1.9K) - Find dead Python code. MIT
+autoflake (π₯27 Β· β 450 Β· π€) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 28 Β· π 85 Β· π¦ 1.1K Β· π 150 - 8% open Β· β±οΈ 04.06.2021):
-
- ```
- git clone https://github.com/jendrikseipp/vulture
- ```
-- [PyPi](https://pypi.org/project/vulture) (π₯ 150K / month Β· π¦ 360 Β· β±οΈ 16.01.2021):
- ```
- pip install vulture
- ```
-- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 47K Β· β±οΈ 11.08.2020):
- ```
- conda install -c conda-forge vulture
- ```
-autoflake (π₯26 Β· β 420 Β· π€) - Removes unused imports and unused variables as reported by pyflakes. MIT
-
-- [GitHub](https://github.com/myint/autoflake) (π¨βπ» 17 Β· π 46 Β· π¦ 2.7K Β· π 66 - 50% open Β· β±οΈ 27.12.2020):
+- [GitHub](https://github.com/myint/autoflake) (π¨βπ» 17 Β· π 49 Β· π¦ 3.3K Β· π 66 - 50% open Β· β±οΈ 27.12.2020):
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (π₯ 480K / month Β· π¦ 580 Β· β±οΈ 04.08.2019):
+- [PyPi](https://pypi.org/project/autoflake) (π₯ 580K / month Β· π¦ 580 Β· β±οΈ 04.08.2019):
```
pip install autoflake
```
-- [Conda](https://anaconda.org/conda-forge/autoflake) (π₯ 160K Β· β±οΈ 26.05.2021):
+- [Conda](https://anaconda.org/conda-forge/autoflake) (π₯ 210K Β· β±οΈ 26.05.2021):
```
conda install -c conda-forge autoflake
```
pyupgrade (π₯24 Β· β 1.1K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+vulture (π₯26 Β· β 1.9K) - Find dead Python code. MIT
-- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 20 Β· π 76 Β· π 220 - 7% open Β· β±οΈ 19.08.2021):
+- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 29 Β· π 90 Β· π¦ 1.3K Β· π 150 - 9% open Β· β±οΈ 27.10.2021):
+
+ ```
+ git clone https://github.com/jendrikseipp/vulture
+ ```
+- [PyPi](https://pypi.org/project/vulture) (π₯ 180K / month Β· π¦ 360 Β· β±οΈ 16.01.2021):
+ ```
+ pip install vulture
+ ```
+- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 50K Β· β±οΈ 11.08.2020):
+ ```
+ conda install -c conda-forge vulture
+ ```
+pyupgrade (π₯25 Β· β 1.3K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+
+- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 21 Β· π 85 Β· π 250 - 4% open Β· β±οΈ 16.11.2021):
```
git clone https://github.com/asottile/pyupgrade
```
-- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 110K / month Β· π¦ 10 Β· β±οΈ 19.08.2021):
+- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 110K / month Β· π¦ 10 Β· β±οΈ 16.11.2021):
```
pip install pyupgrade
```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 250K Β· β±οΈ 20.08.2021):
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 280K Β· β±οΈ 16.11.2021):
```
conda install -c conda-forge pyupgrade
```
MonkeyType (π₯23 Β· β 3.5K) - A system for Python that generates static type annotations by.. BSD-3
+MonkeyType (π₯22 Β· β 3.6K) - A system for Python that generates static type annotations by.. BSD-3
-- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 37 Β· π 130 Β· π¦ 140 Β· π 150 - 25% open Β· β±οΈ 06.07.2021):
+- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 37 Β· π 130 Β· π¦ 160 Β· π 150 - 24% open Β· β±οΈ 15.09.2021):
```
git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/monkeytype) (π₯ 31K / month Β· π¦ 34 Β· β±οΈ 21.05.2021):
+- [PyPi](https://pypi.org/project/monkeytype) (π₯ 37K / month Β· π¦ 34 Β· β±οΈ 21.05.2021):
```
pip install monkeytype
```
-- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 35K Β· β±οΈ 22.05.2021):
+- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 37K Β· β±οΈ 22.05.2021):
```
conda install -c conda-forge monkeytype
```
Bowler (π₯22 Β· β 1.3K) - Safe code refactoring for modern Python. MIT
+Bowler (π₯21 Β· β 1.3K) - Safe code refactoring for modern Python. MIT
-- [GitHub](https://github.com/facebookincubator/Bowler) (π¨βπ» 26 Β· π 85 Β· π 80 - 57% open Β· β±οΈ 21.02.2021):
+- [GitHub](https://github.com/facebookincubator/Bowler) (π¨βπ» 26 Β· π 88 Β· π 80 - 57% open Β· β±οΈ 01.09.2021):
```
git clone https://github.com/facebookincubator/Bowler
```
-- [PyPi](https://pypi.org/project/bowler) (π₯ 41K / month Β· π¦ 10 Β· β±οΈ 17.09.2020):
+- [PyPi](https://pypi.org/project/bowler) (π₯ 37K / month Β· π¦ 10 Β· β±οΈ 17.09.2020):
```
pip install bowler
```
-- [Conda](https://anaconda.org/conda-forge/bowler) (π₯ 10K Β· β±οΈ 12.06.2019):
+- [Conda](https://anaconda.org/conda-forge/bowler) (π₯ 11K Β· β±οΈ 12.06.2019):
```
conda install -c conda-forge bowler
```
pyannotate (π₯21 Β· β 1.2K) - Auto-generate PEP-484 annotations. Apache-2
-- [GitHub](https://github.com/dropbox/pyannotate) (π¨βπ» 16 Β· π 51 Β· π¦ 63 Β· π 59 - 44% open Β· β±οΈ 19.03.2021):
+- [GitHub](https://github.com/dropbox/pyannotate) (π¨βπ» 17 Β· π 54 Β· π¦ 66 Β· π 59 - 44% open Β· β±οΈ 12.10.2021):
```
git clone https://github.com/dropbox/pyannotate
```
-- [PyPi](https://pypi.org/project/pyannotate) (π₯ 2.9K / month Β· π¦ 26 Β· β±οΈ 16.09.2019):
+- [PyPi](https://pypi.org/project/pyannotate) (π₯ 3.1K / month Β· π¦ 26 Β· β±οΈ 16.09.2019):
```
pip install pyannotate
```
add-trailing-comma (π₯19 Β· β 190) - A tool (and pre-commit hook) to automatically add trailing.. MIT
+add-trailing-comma (π₯21 Β· β 200) - A tool (and pre-commit hook) to automatically add trailing.. MIT
-- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 9 Β· π 14 Β· π 35 - 2% open Β· β±οΈ 23.08.2021):
+- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 9 Β· π 14 Β· π 35 - 2% open Β· β±οΈ 01.11.2021):
```
git clone https://github.com/asottile/add-trailing-comma
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 5.6K / month Β· π¦ 14 Β· β±οΈ 24.01.2021):
+- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 15K / month Β· π¦ 14 Β· β±οΈ 19.10.2021):
```
pip install add-trailing-comma
```
unimport (π₯19 Β· β 110) - A linter, formatter for finding and removing unused import statements. MIT
+unimport (π₯19 Β· β 120) - A linter, formatter for finding and removing unused import statements. MIT
-- [GitHub](https://github.com/hakancelik96/unimport) (π¨βπ» 11 Β· π 14 Β· π¦ 10 Β· π 72 - 13% open Β· β±οΈ 10.08.2021):
+- [GitHub](https://github.com/hakancelik96/unimport) (π¨βπ» 13 Β· π 13 Β· π¦ 15 Β· π 76 - 13% open Β· β±οΈ 14.09.2021):
```
git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/unimport) (π₯ 3.9K / month Β· β±οΈ 26.06.2021):
+- [PyPi](https://pypi.org/project/unimport) (π₯ 4.6K / month Β· β±οΈ 14.09.2021):
```
pip install unimport
```
massedit (π₯17 Β· β 91 Β· π€) - Programmatically edit text files with Python. Useful for source to.. MIT
+retype (π₯17 Β· β 110) - Re-apply type annotations from .pyi stubs to your codebase. MIT
+
+- [GitHub](https://github.com/ambv/retype) (π¨βπ» 8 Β· π 17 Β· π 14 - 42% open Β· β±οΈ 12.10.2021):
+
+ ```
+ git clone https://github.com/ambv/retype
+ ```
+- [PyPi](https://pypi.org/project/retype) (π₯ 1K / month Β· π¦ 34 Β· β±οΈ 04.10.2021):
+ ```
+ pip install retype
+ ```
+- [Conda](https://anaconda.org/conda-forge/retype) (π₯ 15K Β· β±οΈ 04.10.2021):
+ ```
+ conda install -c conda-forge retype
+ ```
+massedit (π₯17 Β· β 93 Β· π€) - Programmatically edit text files with Python. Useful for source to.. MIT
- [GitHub](https://github.com/elmotec/massedit) (π¨βπ» 6 Β· π 14 Β· π₯ 17 Β· π 8 - 37% open Β· β±οΈ 23.12.2020):
```
git clone https://github.com/elmotec/massedit
```
-- [PyPi](https://pypi.org/project/massedit) (π₯ 1.1K / month Β· π¦ 10 Β· β±οΈ 23.12.2020):
+- [PyPi](https://pypi.org/project/massedit) (π₯ 1.6K / month Β· π¦ 10 Β· β±οΈ 23.12.2020):
```
pip install massedit
```
com2ann (π₯16 Β· β 97 Β· π) - Tool for translation type comments to type annotations in Python. MIT
+com2ann (π₯16 Β· β 100) - Tool for translation type comments to type annotations in Python. MIT
-- [GitHub](https://github.com/ilevkivskyi/com2ann) (π¨βπ» 4 Β· π 6 Β· π¦ 3 Β· π 20 - 25% open Β· β±οΈ 21.08.2021):
+- [GitHub](https://github.com/ilevkivskyi/com2ann) (π¨βπ» 4 Β· π 7 Β· π¦ 7 Β· π 20 - 25% open Β· β±οΈ 21.08.2021):
```
git clone https://github.com/ilevkivskyi/com2ann
```
-- [PyPi](https://pypi.org/project/com2ann) (π₯ 920 / month Β· β±οΈ 21.08.2021):
+- [PyPi](https://pypi.org/project/com2ann) (π₯ 1.8K / month Β· β±οΈ 21.08.2021):
```
pip install com2ann
```
retype (π₯15 Β· β 100) - Re-apply type annotations from .pyi stubs to your codebase. MIT
-
-- [GitHub](https://github.com/ambv/retype) (π¨βπ» 8 Β· π 16 Β· π 15 - 60% open Β· β±οΈ 15.05.2021):
-
- ```
- git clone https://github.com/ambv/retype
- ```
-- [PyPi](https://pypi.org/project/retype) (π₯ 730 / month Β· π¦ 34 Β· β±οΈ 15.05.2021):
- ```
- pip install retype
- ```
-- [Conda](https://anaconda.org/conda-forge/retype) (π₯ 14K Β· β±οΈ 16.05.2021):
- ```
- conda install -c conda-forge retype
- ```
-Show 5 hidden projects...
-- redbaron (π₯23 Β· β 610 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
-- baron (π₯22 Β· β 260 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
-- eradicate (π₯20 Β· β 110 Β· π€) - Removes commented-out code from Python files. βοΈSaxpath
-- unify (π₯19 Β· β 57 Β· π) - Modifies strings to all use the same quote where possible. MIT
-- pep8ify (π₯17 Β· β 110 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
+- redbaron (π₯23 Β· β 620 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
+- baron (π₯23 Β· β 270 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
+- unify (π₯20 Β· β 62 Β· π) - Modifies strings to all use the same quote where possible. MIT
+- eradicate (π₯19 Β· β 120 Β· π) - Removes commented-out code from Python files. βοΈSaxpath
+- pep8ify (π₯16 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
@@ -883,93 +879,93 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-bandit (π₯31 Β· β 3.4K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
+bandit (π₯32 Β· β 3.7K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 130 Β· π 350 Β· π₯ 82 Β· π¦ 7.8K Β· π 550 - 32% open Β· β±οΈ 24.08.2021):
+- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 140 Β· π 380 Β· π₯ 120 Β· π¦ 9.1K Β· π 560 - 33% open Β· β±οΈ 13.11.2021):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (π₯ 1.7M / month Β· π¦ 2.4K Β· β±οΈ 13.12.2020):
+- [PyPi](https://pypi.org/project/bandit) (π₯ 2.1M / month Β· π¦ 2.4K Β· β±οΈ 12.11.2021):
```
pip install bandit
```
-- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 84K Β· β±οΈ 10.03.2021):
+- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 96K Β· β±οΈ 13.11.2021):
```
conda install -c conda-forge bandit
```
sqlmap (π₯27 Β· β 21K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
+safety (π₯28 Β· β 1.1K Β· π€) - Safety checks your installed dependencies for known security.. MIT
-- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 110 Β· π 4.4K Β· π 4.4K - 1% open Β· β±οΈ 18.08.2021):
-
- ```
- git clone https://github.com/sqlmapproject/sqlmap
- ```
-- [PyPi](https://pypi.org/project/sqlmap) (π₯ 12K / month Β· π¦ 8 Β· β±οΈ 02.08.2021):
- ```
- pip install sqlmap
- ```
-safety (π₯27 Β· β 1.1K) - Safety checks your installed dependencies for known security.. MIT
-
-- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 35 Β· π 93 Β· π₯ 72K Β· π¦ 2.4K Β· π 120 - 40% open Β· β±οΈ 28.04.2021):
+- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 35 Β· π 97 Β· π₯ 98K Β· π¦ 3K Β· π 120 - 38% open Β· β±οΈ 28.04.2021):
```
git clone https://github.com/pyupio/safety
```
-- [PyPi](https://pypi.org/project/safety) (π₯ 570K / month Β· π¦ 540 Β· β±οΈ 15.01.2021):
+- [PyPi](https://pypi.org/project/safety) (π₯ 730K / month Β· π¦ 540 Β· β±οΈ 15.01.2021):
```
pip install safety
```
-- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 22K Β· β±οΈ 15.01.2021):
+- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 25K Β· β±οΈ 15.01.2021):
```
conda install -c conda-forge safety
```
sqlmap (π₯26 Β· β 22K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
+
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 110 Β· π 4.6K Β· π 4.5K - 1% open Β· β±οΈ 16.11.2021):
+
+ ```
+ git clone https://github.com/sqlmapproject/sqlmap
+ ```
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 6K / month Β· π¦ 8 Β· β±οΈ 01.11.2021):
+ ```
+ pip install sqlmap
+ ```
+detect-secrets (π₯26 Β· β 2K) - An enterprise friendly way of detecting and preventing.. Apache-2
-- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 51 Β· π 220 Β· π 230 - 33% open Β· β±οΈ 01.08.2021):
+- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 53 Β· π 240 Β· π 240 - 35% open Β· β±οΈ 15.11.2021):
```
git clone https://github.com/Yelp/detect-secrets
```
-- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 160K / month Β· π¦ 34 Β· β±οΈ 14.04.2021):
+- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 210K / month Β· π¦ 34 Β· β±οΈ 14.04.2021):
```
pip install detect-secrets
```
dodgy (π₯21 Β· β 91) - Looks at Python code to search for things which look dodgy such as passwords.. MIT
+dodgy (π₯21 Β· β 94 Β· π€) - Looks at Python code to search for things which look dodgy such as.. MIT
-- [GitHub](https://github.com/landscapeio/dodgy) (π¨βπ» 14 Β· π 18 Β· π¦ 1.4K Β· π 11 - 72% open Β· β±οΈ 21.03.2021):
+- [GitHub](https://github.com/landscapeio/dodgy) (π¨βπ» 14 Β· π 18 Β· π¦ 1.4K Β· π 12 - 75% open Β· β±οΈ 21.03.2021):
```
git clone https://github.com/landscapeio/dodgy
```
-- [PyPi](https://pypi.org/project/dodgy) (π₯ 140K / month Β· π¦ 520 Β· β±οΈ 31.12.2019):
+- [PyPi](https://pypi.org/project/dodgy) (π₯ 180K / month Β· π¦ 520 Β· β±οΈ 31.12.2019):
```
pip install dodgy
```
-- [Conda](https://anaconda.org/conda-forge/dodgy) (π₯ 25K Β· β±οΈ 10.06.2020):
+- [Conda](https://anaconda.org/conda-forge/dodgy) (π₯ 26K Β· β±οΈ 10.06.2020):
```
conda install -c conda-forge dodgy
```
dlint (π₯19 Β· β 320 Β· π€) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
+dlint (π₯21 Β· β 77) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
-- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 7 Β· π 13 Β· π 32 - 62% open Β· β±οΈ 08.12.2020):
+- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 8 Β· π 6 Β· π 33 - 57% open Β· β±οΈ 27.10.2021):
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (π₯ 54K / month Β· π¦ 18 Β· β±οΈ 30.10.2020):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 100K / month Β· π¦ 18 Β· β±οΈ 27.10.2021):
```
pip install dlint
```
Show 2 hidden projects...
-- pyarmor (π₯25 Β· β 1.1K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
+- pyarmor (π₯27 Β· β 1.2K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
- pyt (π₯22 Β· β 2.1K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
@@ -978,78 +974,78 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-pipenv (π₯37 Β· β 22K) - Python Development Workflow for Humans. MIT
+pipenv (π₯34 Β· β 22K Β· π) - Python Development Workflow for Humans. MIT
-- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 390 Β· π 1.6K Β· π¦ 21K Β· π 3.5K - 16% open Β· β±οΈ 18.08.2021):
+- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 390 Β· π 1.7K Β· π¦ 23K Β· π 3.5K - 16% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (π₯ 3.3M / month Β· π¦ 2.3K Β· β±οΈ 29.05.2021):
+- [PyPi](https://pypi.org/project/pipenv) (π₯ 4.1M / month Β· π¦ 2.3K Β· β±οΈ 15.11.2021):
```
pip install pipenv
```
-- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 42K Β· β±οΈ 15.11.2020):
+- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 45K Β· β±οΈ 15.11.2021):
```
conda install -c conda-forge pipenv
```
virtualenv (π₯32 Β· β 3.9K) - Virtual Python Environment builder. MIT
+virtualenv (π₯32 Β· β 4K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 170 Β· π 900 Β· π 1.2K - 5% open Β· β±οΈ 24.08.2021):
+- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 220 Β· π 910 Β· π 1.2K - 5% open Β· β±οΈ 01.11.2021):
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (π₯ 20M / month Β· π¦ 34K Β· β±οΈ 11.08.2021):
+- [PyPi](https://pypi.org/project/virtualenv) (π₯ 24M / month Β· π¦ 34K Β· β±οΈ 01.11.2021):
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 1.1M Β· β±οΈ 29.06.2021):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 1.3M Β· β±οΈ 02.11.2021):
```
conda install -c conda-forge virtualenv
```
pyenv (π₯26 Β· β 24K) - Simple Python version management. MIT
+pyenv (π₯26 Β· β 25K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 330 Β· π 2.1K Β· π 1.3K - 2% open Β· β±οΈ 24.08.2021):
+- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 350 Β· π 2.2K Β· π 1.4K - 2% open Β· β±οΈ 16.11.2021):
```
git clone https://github.com/pyenv/pyenv
```
-- [PyPi](https://pypi.org/project/pyenv) (π₯ 5.8K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
+- [PyPi](https://pypi.org/project/pyenv) (π₯ 7K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
```
pip install pyenv
```
pyenv-virtualenv (π₯18 Β· β 4.4K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
+pyenv-virtualenv (π₯18 Β· β 4.6K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
-- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 44 Β· π 300 Β· π 320 - 42% open Β· β±οΈ 25.07.2021):
+- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 46 Β· π 300 Β· π 330 - 40% open Β· β±οΈ 13.11.2021):
```
git clone https://github.com/pyenv/pyenv-virtualenv
```
pyenv-installer (π₯15 Β· β 2.8K) - This tool is used to install `pyenv` and friends. MIT
-
-- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 32 Β· π 310 Β· π 67 - 7% open Β· β±οΈ 08.06.2021):
-
- ```
- git clone https://github.com/pyenv/pyenv-installer
- ```
-dh-virtualenv (π₯15 Β· β 1.5K) - Python virtualenvs in Debian packages. βοΈGPL-2.0
-- [GitHub](https://github.com/spotify/dh-virtualenv) (π¨βπ» 57 Β· π 160 Β· π 190 - 13% open Β· β±οΈ 26.07.2021):
+- [GitHub](https://github.com/spotify/dh-virtualenv) (π¨βπ» 58 Β· π 160 Β· π 190 - 11% open Β· β±οΈ 10.11.2021):
```
git clone https://github.com/spotify/dh-virtualenv
```
pyenv-installer (π₯14 Β· β 2.9K) - This tool is used to install `pyenv` and friends. MIT
+
+- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 33 Β· π 320 Β· π 69 - 7% open Β· β±οΈ 27.08.2021):
+
+ ```
+ git clone https://github.com/pyenv/pyenv-installer
+ ```
+Show 2 hidden projects...
- vex (π₯19 Β· β 370 Β· π) - Run a command in the named virtualenv. MIT
-- pipenv-pipes (π₯15 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
+- pipenv-pipes (π₯14 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
@@ -1057,142 +1053,142 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-pip (π₯34 Β· β 7.4K) - The Python package installer. MIT
+pip (π₯35 Β· β 7.5K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (π¨βπ» 630 Β· π 2.4K Β· π¦ 58K Β· π 6K - 17% open Β· β±οΈ 22.08.2021):
+- [GitHub](https://github.com/pypa/pip) (π¨βπ» 640 Β· π 2.4K Β· π¦ 64K Β· π 6K - 15% open Β· β±οΈ 12.11.2021):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (π₯ 110M / month Β· π¦ 19K Β· β±οΈ 12.08.2021):
+- [PyPi](https://pypi.org/project/pip) (π₯ 95M / month Β· π¦ 19K Β· β±οΈ 22.10.2021):
```
pip install pip
```
-- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 24M Β· β±οΈ 12.08.2021):
+- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 27M Β· β±οΈ 22.10.2021):
```
conda install -c conda-forge pip
```
pip-tools (π₯33 Β· β 5.2K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
+poetry (π₯33 Β· β 17K) - Python dependency management and packaging made easy. MIT
-- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 160 Β· π 460 Β· π 760 - 16% open Β· β±οΈ 24.08.2021):
-
- ```
- git clone https://github.com/jazzband/pip-tools
- ```
-- [PyPi](https://pypi.org/project/pip-tools) (π₯ 6.7M / month Β· π¦ 3.3K Β· β±οΈ 22.06.2021):
- ```
- pip install pip-tools
- ```
-- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 14K Β· β±οΈ 22.06.2021):
- ```
- conda install -c conda-forge pip-tools
- ```
-poetry (π₯32 Β· β 16K) - Python dependency management and packaging made easy. MIT
-
-- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 280 Β· π 1.3K Β· π₯ 7.9M Β· π 3.2K - 36% open Β· β±οΈ 26.08.2021):
+- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 310 Β· π 1.4K Β· π₯ 9.3M Β· π 3.5K - 38% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 3M / month Β· π¦ 64 Β· β±οΈ 19.08.2021):
+- [PyPi](https://pypi.org/project/poetry) (π₯ 4.2M / month Β· π¦ 64 Β· β±οΈ 04.10.2021):
```
pip install poetry
```
-- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 250K Β· β±οΈ 25.06.2021):
+- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 320K Β· β±οΈ 16.11.2021):
```
conda install -c conda-forge poetry
```
conda (π₯32 Β· β 4.3K) - OS-agnostic, system-level binary package manager and ecosystem. BSD-3
+pip-tools (π₯33 Β· β 5.3K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/conda/conda) (π¨βπ» 360 Β· π 1.1K Β· π 8.1K - 24% open Β· β±οΈ 24.08.2021):
+- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 160 Β· π 470 Β· π 790 - 16% open Β· β±οΈ 12.11.2021):
+
+ ```
+ git clone https://github.com/jazzband/pip-tools
+ ```
+- [PyPi](https://pypi.org/project/pip-tools) (π₯ 3.6M / month Β· π¦ 3.3K Β· β±οΈ 12.10.2021):
+ ```
+ pip install pip-tools
+ ```
+- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 20K Β· β±οΈ 12.10.2021):
+ ```
+ conda install -c conda-forge pip-tools
+ ```
+conda (π₯32 Β· β 4.4K) - OS-agnostic, system-level binary package manager and ecosystem. BSD-3
+
+- [GitHub](https://github.com/conda/conda) (π¨βπ» 370 Β· π 1.1K Β· π 8.2K - 25% open Β· β±οΈ 16.11.2021):
```
git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/conda) (π₯ 54K / month Β· π¦ 2.1K Β· β±οΈ 22.04.2017):
+- [PyPi](https://pypi.org/project/conda) (π₯ 75K / month Β· π¦ 2.1K Β· β±οΈ 22.04.2017):
```
pip install conda
```
-- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 21M Β· β±οΈ 30.06.2021):
+- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 23M Β· β±οΈ 03.11.2021):
```
conda install -c conda-forge conda
```
pipreqs (π₯29 Β· β 3.6K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
+pipreqs (π₯30 Β· β 3.8K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
-- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 50 Β· π 230 Β· π¦ 6.4K Β· π 170 - 48% open Β· β±οΈ 05.05.2021):
+- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 51 Β· π 250 Β· π¦ 7.6K Β· π 180 - 50% open Β· β±οΈ 23.10.2021):
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (π₯ 100K / month Β· π¦ 530 Β· β±οΈ 14.11.2019):
+- [PyPi](https://pypi.org/project/pipreqs) (π₯ 170K / month Β· π¦ 530 Β· β±οΈ 23.10.2021):
```
pip install pipreqs
```
-- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 22K Β· β±οΈ 14.11.2019):
+- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 23K Β· β±οΈ 14.11.2019):
```
conda install -c conda-forge pipreqs
```
pipx (π₯25 Β· β 4K) - Install and Run Python Applications in Isolated Environments. MIT
-
-- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 58 Β· π 180 Β· π 410 - 19% open Β· β±οΈ 21.08.2021):
-
- ```
- git clone https://github.com/pypa/pipx
- ```
-- [PyPi](https://pypi.org/project/pipx) (π₯ 64K / month Β· π¦ 4 Β· β±οΈ 05.08.2021):
- ```
- pip install pipx
- ```
-mamba (π₯25 Β· β 2K) - The Fast Cross-Platform Package Manager. BSD-3
-
-- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 56 Β· π 110 Β· π¦ 350 Β· π 560 - 31% open Β· β±οΈ 18.08.2021):
-
- ```
- git clone https://github.com/mamba-org/mamba
- ```
-- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 1.2M Β· β±οΈ 19.08.2021):
- ```
- conda install -c conda-forge mamba
- ```
-dephell (π₯24 Β· β 1.7K Β· π€) - Python project management. Manage packages: convert between formats,.. MIT
-- [GitHub](https://github.com/dephell/dephell) (π¨βπ» 37 Β· π 97 Β· π₯ 150 Β· π¦ 280 Β· π 260 - 38% open Β· β±οΈ 11.01.2021):
+- [GitHub](https://github.com/dephell/dephell) (π¨βπ» 37 Β· π 100 Β· π₯ 160 Β· π¦ 320 Β· π 270 - 40% open Β· β±οΈ 11.01.2021):
```
git clone https://github.com/dephell/dephell
```
-- [PyPi](https://pypi.org/project/dephell) (π₯ 17K / month Β· π¦ 8 Β· β±οΈ 28.04.2020):
+- [PyPi](https://pypi.org/project/dephell) (π₯ 12K / month Β· π¦ 8 Β· β±οΈ 28.04.2020):
```
pip install dephell
```
pyflow (π₯19 Β· β 860) - An installation and dependency system for Python. MIT
+pipx (π₯23 Β· β 4.3K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/David-OConnor/pyflow) (π¨βπ» 24 Β· π 31 Β· π₯ 3.4K Β· π 110 - 39% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 64 Β· π 190 Β· π 430 - 21% open Β· β±οΈ 11.11.2021):
+
+ ```
+ git clone https://github.com/pypa/pipx
+ ```
+- [PyPi](https://pypi.org/project/pipx) (π₯ 110K / month Β· π¦ 4 Β· β±οΈ 05.08.2021):
+ ```
+ pip install pipx
+ ```
+mamba (π₯21 Β· β 2.4K Β· π) - The Fast Cross-Platform Package Manager. BSD-3
+
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 62 Β· π 130 Β· π 650 - 31% open Β· β±οΈ 17.11.2021):
+
+ ```
+ git clone https://github.com/mamba-org/mamba
+ ```
+- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 1.5M Β· β±οΈ 14.10.2021):
+ ```
+ conda install -c conda-forge mamba
+ ```
+pyflow (π₯19 Β· β 930) - An installation and dependency system for Python. MIT
+
+- [GitHub](https://github.com/David-OConnor/pyflow) (π¨βπ» 27 Β· π 35 Β· π₯ 3.6K Β· π 110 - 38% open Β· β±οΈ 09.11.2021):
```
git clone https://github.com/David-OConnor/pyflow
```
-- [PyPi](https://pypi.org/project/pyflow) (π₯ 250 / month Β· β±οΈ 02.07.2021):
+- [PyPi](https://pypi.org/project/pyflow) (π₯ 180 / month Β· β±οΈ 02.07.2021):
```
pip install pyflow
```
pip-run (π₯16 Β· β 62) - pip-run - dynamic dependency loader for Python. MIT
+pip-run (π₯16 Β· β 61) - pip-run - dynamic dependency loader for Python. MIT
-- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 10 Β· π 10 Β· π 39 - 5% open Β· β±οΈ 19.07.2021):
+- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 11 Β· π 10 Β· π 42 - 9% open Β· β±οΈ 02.10.2021):
```
git clone https://github.com/jaraco/pip-run
```
-- [PyPi](https://pypi.org/project/pip-run) (π₯ 12K / month Β· β±οΈ 19.07.2021):
+- [PyPi](https://pypi.org/project/pip-run) (π₯ 8.5K / month Β· β±οΈ 02.10.2021):
```
pip install pip-run
```
@@ -1203,85 +1199,85 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-radon (π₯28 Β· β 1.2K) - Various code metrics for Python code. MIT
+prospector (π₯29 Β· β 1.5K Β· π) - Inspects Python source files and provides information about.. βοΈGPL-2.0
-- [GitHub](https://github.com/rubik/radon) (π¨βπ» 49 Β· π 94 Β· π¦ 1.9K Β· π 160 - 12% open Β· β±οΈ 08.08.2021):
-
- ```
- git clone https://github.com/rubik/radon
- ```
-- [PyPi](https://pypi.org/project/radon) (π₯ 350K / month Β· π¦ 1.1K Β· β±οΈ 08.08.2021):
- ```
- pip install radon
- ```
-- [Conda](https://anaconda.org/conda-forge/radon) (π₯ 33K Β· β±οΈ 18.09.2020):
- ```
- conda install -c conda-forge radon
- ```
-mccabe (π₯28 Β· β 420) - McCabe complexity checker for Python. βοΈSaxpath
-
-- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 21 Β· π 40 Β· π¦ 210K Β· π 41 - 17% open Β· β±οΈ 02.04.2021):
-
- ```
- git clone https://github.com/PyCQA/mccabe
- ```
-- [PyPi](https://pypi.org/project/mccabe) (π₯ 20M / month Β· π¦ 31K Β· β±οΈ 26.01.2017):
- ```
- pip install mccabe
- ```
-- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 3.1M Β· β±οΈ 08.07.2018):
- ```
- conda install -c conda-forge mccabe
- ```
-prospector (π₯26 Β· β 1.4K Β· π€) - Inspects Python source files and provides information about.. βοΈGPL-2.0
-
-- [GitHub](https://github.com/PyCQA/prospector) (π¨βπ» 67 Β· π 130 Β· π¦ 2.4K Β· π 270 - 20% open Β· β±οΈ 21.10.2020):
+- [GitHub](https://github.com/PyCQA/prospector) (π¨βπ» 78 Β· π 140 Β· π 280 - 18% open Β· β±οΈ 14.11.2021):
```
git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/prospector) (π₯ 420K / month Β· π¦ 1.1K Β· β±οΈ 21.10.2020):
+- [PyPi](https://pypi.org/project/prospector) (π₯ 540K / month Β· π¦ 1.1K Β· β±οΈ 17.09.2021):
```
pip install prospector
```
-- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 26K Β· β±οΈ 18.11.2020):
+- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 27K Β· β±οΈ 05.11.2021):
```
conda install -c conda-forge prospector
```
xenon (π₯23 Β· β 190) - Monitoring tool based on radon. MIT
+radon (π₯28 Β· β 1.3K) - Various code metrics for Python code. MIT
-- [GitHub](https://github.com/rubik/xenon) (π¨βπ» 7 Β· π 15 Β· π¦ 240 Β· π 31 - 22% open Β· β±οΈ 26.05.2021):
+- [GitHub](https://github.com/rubik/radon) (π¨βπ» 49 Β· π 97 Β· π¦ 2.1K Β· π 160 - 12% open Β· β±οΈ 08.08.2021):
+
+ ```
+ git clone https://github.com/rubik/radon
+ ```
+- [PyPi](https://pypi.org/project/radon) (π₯ 440K / month Β· π¦ 1.1K Β· β±οΈ 08.08.2021):
+ ```
+ pip install radon
+ ```
+- [Conda](https://anaconda.org/conda-forge/radon) (π₯ 36K Β· β±οΈ 07.09.2021):
+ ```
+ conda install -c conda-forge radon
+ ```
+mccabe (π₯28 Β· β 440 Β· π€) - McCabe complexity checker for Python. βοΈSaxpath
+
+- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 21 Β· π 41 Β· π¦ 230K Β· π 40 - 15% open Β· β±οΈ 02.04.2021):
+
+ ```
+ git clone https://github.com/PyCQA/mccabe
+ ```
+- [PyPi](https://pypi.org/project/mccabe) (π₯ 19M / month Β· π¦ 31K Β· β±οΈ 26.01.2017):
+ ```
+ pip install mccabe
+ ```
+- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 3.6M Β· β±οΈ 08.07.2018):
+ ```
+ conda install -c conda-forge mccabe
+ ```
+xenon (π₯22 Β· β 200) - Monitoring tool based on radon. MIT
+
+- [GitHub](https://github.com/rubik/xenon) (π¨βπ» 8 Β· π 15 Β· π¦ 270 Β· π 31 - 19% open Β· β±οΈ 03.09.2021):
```
git clone https://github.com/rubik/xenon
```
-- [PyPi](https://pypi.org/project/xenon) (π₯ 60K / month Β· π¦ 120 Β· β±οΈ 26.05.2021):
+- [PyPi](https://pypi.org/project/xenon) (π₯ 64K / month Β· π¦ 120 Β· β±οΈ 03.09.2021):
```
pip install xenon
```
-- [Conda](https://anaconda.org/conda-forge/xenon) (π₯ 13K Β· β±οΈ 12.10.2019):
+- [Conda](https://anaconda.org/conda-forge/xenon) (π₯ 14K Β· β±οΈ 12.10.2019):
```
conda install -c conda-forge xenon
```
wily (π₯21 Β· β 800) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
+wily (π₯21 Β· β 830) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 16 Β· π 45 Β· π 80 - 35% open Β· β±οΈ 01.07.2021):
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (π₯ 12K / month Β· π¦ 16 Β· β±οΈ 01.07.2021):
+- [PyPi](https://pypi.org/project/wily) (π₯ 9.9K / month Β· π¦ 16 Β· β±οΈ 01.07.2021):
```
pip install wily
```
Show 1 hidden projects...
-- cohesion (π₯12 Β· β 140 Β· π) - A tool for measuring Python class cohesion. βοΈGPL-3.0
+- cohesion (π₯12 Β· β 150 Β· π) - A tool for measuring Python class cohesion. βοΈGPL-3.0
@@ -1289,213 +1285,209 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-tqdm (π₯37 Β· β 19K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
+tqdm (π₯37 Β· β 20K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 110 Β· π 990 Β· π₯ 7.8K Β· π¦ 200K Β· π 820 - 35% open Β· β±οΈ 22.08.2021):
+- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 110 Β· π 1K Β· π₯ 8K Β· π¦ 220K Β· π 870 - 37% open Β· β±οΈ 20.09.2021):
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (π₯ 28M / month Β· π¦ 26K Β· β±οΈ 23.08.2021):
+- [PyPi](https://pypi.org/project/tqdm) (π₯ 28M / month Β· π¦ 26K Β· β±οΈ 20.09.2021):
```
pip install tqdm
```
-- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 7.4M Β· β±οΈ 23.08.2021):
+- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 8.7M Β· β±οΈ 20.09.2021):
```
conda install -c conda-forge tqdm
```
-- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 3.8K Β· β 1 Β· β±οΈ 23.08.2021):
+- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 3.9K Β· β 2 Β· β±οΈ 30.10.2021):
```
docker pull tqdm/tqdm
```
rich (π₯33 Β· β 28K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
+rich (π₯33 Β· β 31K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/willmcgugan/rich) (π¨βπ» 110 Β· π 850 Β· π¦ 6.3K Β· π 500 - 1% open Β· β±οΈ 20.08.2021):
+- [GitHub](https://github.com/willmcgugan/rich) (π¨βπ» 130 Β· π 1K Β· π¦ 8.5K Β· π 600 - 5% open Β· β±οΈ 16.11.2021):
```
git clone https://github.com/willmcgugan/rich
```
-- [PyPi](https://pypi.org/project/rich) (π₯ 2M / month Β· β±οΈ 05.08.2021):
+- [PyPi](https://pypi.org/project/rich) (π₯ 2.6M / month Β· β±οΈ 16.11.2021):
```
pip install rich
```
-- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 350K Β· β±οΈ 06.08.2021):
+- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 480K Β· β±οΈ 17.11.2021):
```
conda install -c conda-forge rich
```
python-json-logger (π₯32 Β· β 1K Β· π) - Json Formatter for the standard python logger. BSD-2
+python-json-logger (π₯32 Β· β 1.1K) - Json Formatter for the standard python logger. BSD-2
-- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 46 Β· π 160 Β· π¦ 17K Β· π 65 - 30% open Β· β±οΈ 27.07.2021):
+- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 46 Β· π 160 Β· π¦ 18K Β· π 69 - 33% open Β· β±οΈ 27.07.2021):
```
git clone https://github.com/madzak/python-json-logger
```
-- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 3.8M / month Β· π¦ 920 Β· β±οΈ 27.07.2021):
+- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 4.3M / month Β· π¦ 920 Β· β±οΈ 27.07.2021):
```
pip install python-json-logger
```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 820K Β· β±οΈ 12.10.2020):
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 1M Β· β±οΈ 12.10.2020):
```
conda install -c conda-forge python-json-logger
```
sentry-sdk (π₯32 Β· β 1K) - The new Python SDK for Sentry.io. BSD-2
+sentry-sdk (π₯32 Β· β 1.1K) - The new Python SDK for Sentry.io. BSD-2
-- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 100 Β· π 220 Β· π₯ 4.5K Β· π¦ 13K Β· π 550 - 30% open Β· β±οΈ 20.08.2021):
+- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 110 Β· π 250 Β· π₯ 4.5K Β· π¦ 16K Β· π 600 - 33% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 9M / month Β· π¦ 990 Β· β±οΈ 27.07.2021):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 11M / month Β· π¦ 990 Β· β±οΈ 17.11.2021):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 100K Β· β±οΈ 27.07.2021):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 110K Β· β±οΈ 17.11.2021):
```
conda install -c conda-forge sentry-sdk
```
loguru (π₯31 Β· β 9.6K) - Python logging made (stupidly) simple. MIT
+loguru (π₯31 Β· β 10K) - Python logging made (stupidly) simple. MIT
-- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 29 Β· π 420 Β· π¦ 9.5K Β· π 440 - 12% open Β· β±οΈ 17.07.2021):
+- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 30 Β· π 460 Β· π¦ 12K Β· π 480 - 16% open Β· β±οΈ 09.09.2021):
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (π₯ 1.5M / month Β· π¦ 340 Β· β±οΈ 20.09.2020):
+- [PyPi](https://pypi.org/project/loguru) (π₯ 2.1M / month Β· π¦ 340 Β· β±οΈ 20.09.2020):
```
pip install loguru
```
-- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 240K Β· β±οΈ 19.04.2021):
+- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 300K Β· β±οΈ 02.11.2021):
```
conda install -c conda-forge loguru
```
tabulate (π₯31 Β· β 940) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+tabulate (π₯31 Β· β 1K Β· π€) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 67 Β· π 72 Β· π¦ 50K Β· π 96 - 38% open Β· β±οΈ 04.03.2021):
+- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 67 Β· π 82 Β· π¦ 56K Β· π 110 - 44% open Β· β±οΈ 04.03.2021):
```
git clone https://github.com/astanin/python-tabulate
```
-- [PyPi](https://pypi.org/project/tabulate) (π₯ 27M / month Β· π¦ 8.1K Β· β±οΈ 22.02.2021):
+- [PyPi](https://pypi.org/project/tabulate) (π₯ 33M / month Β· π¦ 8.1K Β· β±οΈ 22.02.2021):
```
pip install tabulate
```
-- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 1.3M Β· β±οΈ 22.02.2021):
+- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 1.6M Β· β±οΈ 22.02.2021):
```
conda install -c conda-forge tabulate
```
progressbar2 (π₯28 Β· β 720) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
+progressbar2 (π₯29 Β· β 730) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-- [GitHub](https://github.com/WoLpH/python-progressbar) (π¨βπ» 38 Β· π 94 Β· π₯ 1.6K Β· π¦ 11K Β· π 190 - 4% open Β· β±οΈ 01.08.2021):
+- [GitHub](https://github.com/WoLpH/python-progressbar) (π¨βπ» 40 Β· π 100 Β· π₯ 1.6K Β· π¦ 13K Β· π 190 - 3% open Β· β±οΈ 15.10.2021):
```
git clone https://github.com/WoLpH/python-progressbar
```
-- [PyPi](https://pypi.org/project/progressbar2) (π₯ 1.1M / month Β· π¦ 2.2K Β· β±οΈ 09.09.2020):
+- [PyPi](https://pypi.org/project/progressbar2) (π₯ 2.3M / month Β· π¦ 2.2K Β· β±οΈ 15.10.2021):
```
pip install progressbar2
```
-- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 320K Β· β±οΈ 09.09.2020):
+- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 360K Β· β±οΈ 09.09.2020):
```
conda install -c conda-forge progressbar2
```
colorlog (π₯28 Β· β 700) - A colored formatter for the python logging module. MIT
+colorlog (π₯28 Β· β 720) - A colored formatter for the python logging module. MIT
-- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 30 Β· π 74 Β· π¦ 11K Β· β±οΈ 23.08.2021):
+- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 30 Β· π 76 Β· π¦ 12K Β· β±οΈ 08.11.2021):
```
git clone https://github.com/borntyping/python-colorlog
```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 5.4M / month Β· π¦ 3.7K Β· β±οΈ 23.08.2021):
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 5.2M / month Β· π¦ 3.7K Β· β±οΈ 08.11.2021):
```
pip install colorlog
```
-- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 410K Β· β±οΈ 24.08.2021):
+- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 440K Β· β±οΈ 09.11.2021):
```
conda install -c conda-forge colorlog
```
python-coloredlogs (π₯28 Β· β 430) - Colored terminal output for Python's logging module. MIT
+structlog (π₯27 Β· β 1.8K) - Structured Logging for Python. MIT
-- [GitHub](https://github.com/xolox/python-coloredlogs) (π¨βπ» 16 Β· π 37 Β· π¦ 8.6K Β· π 74 - 33% open Β· β±οΈ 11.06.2021):
-
- ```
- git clone https://github.com/xolox/python-coloredlogs
- ```
-- [PyPi](https://pypi.org/project/coloredlogs) (π₯ 1.8M / month Β· π¦ 2.1K Β· β±οΈ 11.06.2021):
- ```
- pip install coloredlogs
- ```
-structlog (π₯27 Β· β 1.6K) - Structured Logging for Python. MIT
-
-- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 74 Β· π 140 Β· π¦ 3.6K Β· π 190 - 17% open Β· β±οΈ 26.08.2021):
+- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 79 Β· π 150 Β· π 200 - 14% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/hynek/structlog
```
-- [PyPi](https://pypi.org/project/structlog) (π₯ 2.4M / month Β· π¦ 1.2K Β· β±οΈ 18.02.2021):
+- [PyPi](https://pypi.org/project/structlog) (π₯ 2.6M / month Β· π¦ 1.2K Β· β±οΈ 12.10.2021):
```
pip install structlog
```
-- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 130K Β· β±οΈ 22.02.2021):
+- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 150K Β· β±οΈ 13.10.2021):
```
conda install -c conda-forge structlog
```
wasabi (π₯26 Β· β 300 Β· π€) - A lightweight console printing and formatting toolkit. MIT
+python-coloredlogs (π₯27 Β· β 440) - Colored terminal output for Python's logging module. MIT
-- [GitHub](https://github.com/ines/wasabi) (π¨βπ» 4 Β· π 18 Β· π¦ 13K Β· π 6 - 50% open Β· β±οΈ 31.01.2021):
+- [GitHub](https://github.com/xolox/python-coloredlogs) (π¨βπ» 16 Β· π 36 Β· π¦ 9.5K Β· π 74 - 33% open Β· β±οΈ 11.06.2021):
```
- git clone https://github.com/ines/wasabi
+ git clone https://github.com/xolox/python-coloredlogs
```
-- [PyPi](https://pypi.org/project/wasabi) (π₯ 2.3M / month Β· π¦ 410 Β· β±οΈ 31.01.2021):
+- [PyPi](https://pypi.org/project/coloredlogs) (π₯ 2.2M / month Β· π¦ 2.1K Β· β±οΈ 11.06.2021):
```
- pip install wasabi
- ```
-- [Conda](https://anaconda.org/conda-forge/wasabi) (π₯ 400K Β· β±οΈ 01.02.2021):
- ```
- conda install -c conda-forge wasabi
+ pip install coloredlogs
```
notifiers (π₯25 Β· β 2K) - The easy way to send notifications. MIT
+notifiers (π₯26 Β· β 2K) - The easy way to send notifications. MIT
-- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 16 Β· π 76 Β· π¦ 160 Β· π 91 - 41% open Β· β±οΈ 23.08.2021):
+- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 16 Β· π 77 Β· π¦ 190 Β· π 92 - 41% open Β· β±οΈ 22.09.2021):
```
git clone https://github.com/liiight/notifiers
```
-- [PyPi](https://pypi.org/project/notifiers) (π₯ 220K / month Β· π¦ 6 Β· β±οΈ 05.10.2019):
+- [PyPi](https://pypi.org/project/notifiers) (π₯ 280K / month Β· π¦ 6 Β· β±οΈ 05.10.2019):
```
pip install notifiers
```
alive-progress (π₯24 Β· β 2.6K Β· π€) - A new kind of Progress Bar, with real time throughput, ETA.. MIT
+wasabi (π₯26 Β· β 310 Β· π€) - A lightweight console printing and formatting toolkit. MIT
-- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 1 Β· π 100 Β· π¦ 400 Β· π 79 - 26% open Β· β±οΈ 08.01.2021):
+- [GitHub](https://github.com/ines/wasabi) (π¨βπ» 4 Β· π 18 Β· π¦ 15K Β· π 6 - 50% open Β· β±οΈ 31.01.2021):
```
- git clone https://github.com/rsalmei/alive-progress
+ git clone https://github.com/ines/wasabi
```
-- [PyPi](https://pypi.org/project/alive-progress) (π₯ 120K / month Β· β±οΈ 08.01.2021):
+- [PyPi](https://pypi.org/project/wasabi) (π₯ 3.6M / month Β· π¦ 410 Β· β±οΈ 31.01.2021):
```
- pip install alive-progress
+ pip install wasabi
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 9.2K Β· β±οΈ 08.01.2021):
+- [Conda](https://anaconda.org/conda-forge/wasabi) (π₯ 490K Β· β±οΈ 01.02.2021):
```
- conda install -c conda-forge alive-progress
+ conda install -c conda-forge wasabi
```
better-exceptions (π₯23 Β· β 4K) - Pretty and useful exceptions in Python, automatically. MIT
+stackprinter (π₯24 Β· β 1.1K Β· π€) - Debugging-friendly exceptions for Python. MIT
-- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 15 Β· π 200 Β· π 70 - 41% open Β· β±οΈ 24.08.2021):
+- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 6 Β· π 33 Β· π¦ 81 Β· π 26 - 42% open Β· β±οΈ 01.01.2021):
+
+ ```
+ git clone https://github.com/cknd/stackprinter
+ ```
+- [PyPi](https://pypi.org/project/stackprinter) (π₯ 460K / month Β· π¦ 4 Β· β±οΈ 31.10.2020):
+ ```
+ pip install stackprinter
+ ```
+better-exceptions (π₯23 Β· β 4.1K) - Pretty and useful exceptions in Python, automatically. MIT
+
+- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 15 Β· π 200 Β· π 70 - 41% open Β· β±οΈ 19.10.2021):
```
git clone https://github.com/Qix-/better-exceptions
@@ -1507,61 +1499,65 @@ This curated list contains 250 awesome open-source projects with a total of 610K
rebound (π₯23 Β· β 3.7K Β· π€) - Command-line tool that instantly fetches Stack Overflow results when.. MIT
-- [GitHub](https://github.com/shobrook/rebound) (π¨βπ» 16 Β· π 340 Β· π₯ 170 Β· π¦ 20 Β· π 58 - 34% open Β· β±οΈ 04.01.2021):
+- [GitHub](https://github.com/shobrook/rebound) (π¨βπ» 16 Β· π 350 Β· π₯ 180 Β· π¦ 22 Β· π 58 - 34% open Β· β±οΈ 04.01.2021):
```
git clone https://github.com/shobrook/rebound
```
-- [PyPi](https://pypi.org/project/rebound) (π₯ 1.8K / month Β· π¦ 14 Β· β±οΈ 22.07.2021):
+- [PyPi](https://pypi.org/project/rebound) (π₯ 1.7K / month Β· π¦ 14 Β· β±οΈ 17.11.2021):
```
pip install rebound
```
-- [Conda](https://anaconda.org/conda-forge/rebound) (π₯ 150K Β· β±οΈ 21.06.2021):
+- [Conda](https://anaconda.org/conda-forge/rebound) (π₯ 160K Β· β±οΈ 17.11.2021):
```
conda install -c conda-forge rebound
```
stackprinter (π₯22 Β· β 1.1K Β· π€) - Debugging-friendly exceptions for Python. MIT
+alive-progress (π₯22 Β· β 2.8K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
-- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 6 Β· π 32 Β· π¦ 73 Β· π 24 - 37% open Β· β±οΈ 01.01.2021):
+- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 1 Β· π 110 Β· π¦ 480 Β· π 91 - 27% open Β· β±οΈ 06.11.2021):
```
- git clone https://github.com/cknd/stackprinter
+ git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/stackprinter) (π₯ 24K / month Β· π¦ 4 Β· β±οΈ 31.10.2020):
+- [PyPi](https://pypi.org/project/alive-progress) (π₯ 26K / month Β· β±οΈ 19.10.2021):
```
- pip install stackprinter
+ pip install alive-progress
+ ```
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 11K Β· β±οΈ 08.01.2021):
+ ```
+ conda install -c conda-forge alive-progress
```
PrettyErrors (π₯20 Β· β 2.1K) - Prettify Python exception output to make it legible. MIT
+python-devtools (π₯20 Β· β 430) - Dev tools for python. MIT
+
+- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 7 Β· π 15 Β· π¦ 480 Β· π 36 - 5% open Β· β±οΈ 08.09.2021):
+
+ ```
+ git clone https://github.com/samuelcolvin/python-devtools
+ ```
+- [PyPi](https://pypi.org/project/python-devtools) (π₯ 550 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
+ ```
+ pip install python-devtools
+ ```
+PrettyErrors (π₯19 Β· β 2.2K) - Prettify Python exception output to make it legible. MIT
- [GitHub](https://github.com/onelivesleft/PrettyErrors) (π¨βπ» 5 Β· π 65 Β· β±οΈ 19.08.2021):
```
git clone https://github.com/onelivesleft/PrettyErrors
```
-- [PyPi](https://pypi.org/project/pretty_errors) (π₯ 16K / month Β· β±οΈ 19.08.2021):
+- [PyPi](https://pypi.org/project/pretty_errors) (π₯ 18K / month Β· β±οΈ 19.08.2021):
```
pip install pretty_errors
```
python-devtools (π₯18 Β· β 380) - Dev tools for python. MIT
-
-- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 5 Β· π 12 Β· π¦ 410 Β· π 34 - 35% open Β· β±οΈ 30.03.2021):
-
- ```
- git clone https://github.com/samuelcolvin/python-devtools
- ```
-- [PyPi](https://pypi.org/project/python-devtools) (π₯ 430 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
- ```
- pip install python-devtools
- ```
-Show 3 hidden projects...
-- logbook (π₯31 Β· β 1.4K Β· π) - A cool logging replacement for Python. BSD-3
-- prettytable (π₯23 Β· β 530) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
-- tbvaccine (π₯15 Β· β 360 Β· π) - A small utility to pretty-print Python tracebacks. MIT
+- logbook (π₯30 Β· β 1.4K Β· π) - A cool logging replacement for Python. BSD-3
+- prettytable (π₯23 Β· β 600) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
+- tbvaccine (π₯16 Β· β 360 Β· π) - A small utility to pretty-print Python tracebacks. MIT
@@ -1569,272 +1565,309 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-sphinx (π₯38 Β· β 4.1K) - Main repository for the Sphinx documentation builder. BSD-3 
+sphinx (π₯38 Β· β 4.2K) - Main repository for the Sphinx documentation builder. BSD-3
-- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 670 Β· π 1.5K Β· π¦ 160K Β· π 5.5K - 14% open Β· β±οΈ 22.08.2021):
+- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 690 Β· π 1.6K Β· π¦ 170K Β· π 5.7K - 16% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/sphinx-doc/sphinx
```
-- [PyPi](https://pypi.org/project/sphinx) (π₯ 3.9M / month Β· π¦ 100K Β· β±οΈ 26.07.2021):
+- [PyPi](https://pypi.org/project/sphinx) (π₯ 4M / month Β· π¦ 100K Β· β±οΈ 10.11.2021):
```
pip install sphinx
```
-- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 3.8M Β· β±οΈ 26.07.2021):
+- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 4.4M Β· β±οΈ 10.11.2021):
```
conda install -c conda-forge sphinx
```
mkdocs (π₯36 Β· β 13K Β· π) - Project documentation with Markdown. BSD-2 
+mkdocs (π₯36 Β· β 13K) - Project documentation with Markdown. BSD-2
-- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 200 Β· π 1.8K Β· π¦ 14K Β· π 1.6K - 6% open Β· β±οΈ 23.08.2021):
+- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 210 Β· π 1.8K Β· π¦ 16K Β· π 1.6K - 6% open Β· β±οΈ 16.11.2021):
```
git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs) (π₯ 650K / month Β· π¦ 5.9K Β· β±οΈ 18.07.2021):
+- [PyPi](https://pypi.org/project/mkdocs) (π₯ 780K / month Β· π¦ 5.9K Β· β±οΈ 12.10.2021):
```
pip install mkdocs
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 150K Β· β±οΈ 18.07.2021):
+- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 160K Β· β±οΈ 13.10.2021):
```
conda install -c conda-forge mkdocs
```
mkdocs-material (π₯33 Β· β 7.3K) - Technical documentation that just works. MIT
+sphinx_rtd_theme (π₯33 Β· β 3.9K) - Sphinx theme for readthedocs.org. MIT
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 130 Β· π 1.8K Β· π¦ 8.2K Β· π 1.1K - 0% open Β· β±οΈ 25.08.2021):
-
- ```
- git clone https://github.com/squidfunk/mkdocs-material
- ```
-- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 490K / month Β· π¦ 1.5K Β· β±οΈ 25.08.2021):
- ```
- pip install mkdocs-material
- ```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 59K Β· β±οΈ 25.08.2021):
- ```
- conda install -c conda-forge mkdocs-material
- ```
-sphinx_rtd_theme (π₯33 Β· β 3.8K) - Sphinx theme for readthedocs.org. MIT
-
-- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 110 Β· π 1.6K Β· π¦ 16 Β· π 700 - 25% open Β· β±οΈ 23.08.2021):
+- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 110 Β· π 1.6K Β· π¦ 16 Β· π 720 - 26% open Β· β±οΈ 19.10.2021):
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
```
-- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 1.8M / month Β· π¦ 23K Β· β±οΈ 05.10.2018):
+- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 1.9M / month Β· π¦ 23K Β· β±οΈ 05.10.2018):
```
pip install sphinx_rtd_theme
```
-- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 1.6M Β· β±οΈ 06.04.2021):
+- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 1.9M Β· β±οΈ 17.09.2021):
```
conda install -c conda-forge sphinx_rtd_theme
```
numpydoc (π₯29 Β· β 18K) - Numpy's Sphinx extensions. BSD-3
+mkdocs-material (π₯32 Β· β 8K) - Technical documentation that just works. MIT
-- [GitHub](https://github.com/numpy/numpydoc) (π¨βπ» 65 Β· π 5.8K Β· π¦ 27K Β· π 150 - 35% open Β· β±οΈ 19.05.2021):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 130 Β· π 1.9K Β· π¦ 9.7K Β· π 1.2K - 1% open Β· β±οΈ 15.11.2021):
+
+ ```
+ git clone https://github.com/squidfunk/mkdocs-material
+ ```
+- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 740K / month Β· π¦ 1.5K Β· β±οΈ 13.11.2021):
+ ```
+ pip install mkdocs-material
+ ```
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 72K Β· β±οΈ 30.10.2021):
+ ```
+ conda install -c conda-forge mkdocs-material
+ ```
+alabaster (π₯31 Β· β 630) - Lightweight, configurable Sphinx theme. Now the Sphinx default!. BSD-3
+
+- [GitHub](https://github.com/bitprophet/alabaster) (π¨βπ» 28 Β· π 180 Β· π¦ 54K Β· π 140 - 61% open Β· β±οΈ 24.09.2021):
+
+ ```
+ git clone https://github.com/bitprophet/alabaster
+ ```
+- [PyPi](https://pypi.org/project/alabaster) (π₯ 3.7M / month Β· π¦ 15K Β· β±οΈ 03.10.2018):
+ ```
+ pip install alabaster
+ ```
+- [Conda](https://anaconda.org/conda-forge/alabaster) (π₯ 3.2M Β· β±οΈ 03.10.2018):
+ ```
+ conda install -c conda-forge alabaster
+ ```
+numpydoc (π₯30 Β· β 19K) - Numpy's Sphinx extensions. BSD-3
+
+- [GitHub](https://github.com/numpy/numpydoc) (π¨βπ» 68 Β· π 6.1K Β· π¦ 29K Β· π 160 - 37% open Β· β±οΈ 05.11.2021):
```
git clone https://github.com/numpy/numpydoc
```
-- [PyPi](https://pypi.org/project/numpydoc) (π₯ 240K / month Β· π¦ 7.3K Β· β±οΈ 01.07.2020):
+- [PyPi](https://pypi.org/project/numpydoc) (π₯ 250K / month Β· π¦ 7.3K Β· β±οΈ 01.07.2020):
```
pip install numpydoc
```
-- [Conda](https://anaconda.org/conda-forge/numpydoc) (π₯ 820K Β· β±οΈ 01.10.2020):
+- [Conda](https://anaconda.org/conda-forge/numpydoc) (π₯ 870K Β· β±οΈ 01.10.2020):
```
conda install -c conda-forge numpydoc
```
breathe (π₯29 Β· β 550) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
+breathe (π₯29 Β· β 560) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
-- [GitHub](https://github.com/michaeljones/breathe) (π¨βπ» 95 Β· π 140 Β· π₯ 97 Β· π¦ 5K Β· π 450 - 24% open Β· β±οΈ 18.05.2021):
+- [GitHub](https://github.com/michaeljones/breathe) (π¨βπ» 98 Β· π 140 Β· π₯ 150 Β· π¦ 5.4K Β· π 470 - 25% open Β· β±οΈ 07.11.2021):
```
git clone https://github.com/michaeljones/breathe
```
-- [PyPi](https://pypi.org/project/breathe) (π₯ 110K / month Β· π¦ 2K Β· β±οΈ 06.05.2021):
+- [PyPi](https://pypi.org/project/breathe) (π₯ 180K / month Β· π¦ 2K Β· β±οΈ 14.09.2021):
```
pip install breathe
```
-- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 220K Β· β±οΈ 08.05.2021):
+- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 240K Β· β±οΈ 15.09.2021):
```
conda install -c conda-forge breathe
```
pdoc3 (π₯26 Β· β 700) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
+sphinx-bootstrap-theme (π₯28 Β· β 580) - Sphinx Bootstrap Theme. MIT
-- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 55 Β· π 110 Β· π¦ 990 Β· π 260 - 32% open Β· β±οΈ 03.08.2021):
+- [GitHub](https://github.com/ryan-roemer/sphinx-bootstrap-theme) (π¨βπ» 38 Β· π 210 Β· π 140 - 40% open Β· β±οΈ 02.10.2021):
+
+ ```
+ git clone https://github.com/ryan-roemer/sphinx-bootstrap-theme
+ ```
+- [PyPi](https://pypi.org/project/sphinx-bootstrap-theme) (π₯ 72K / month Β· π¦ 980 Β· β±οΈ 12.09.2021):
+ ```
+ pip install sphinx-bootstrap-theme
+ ```
+pdoc3 (π₯26 Β· β 740) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
+
+- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 56 Β· π 120 Β· π¦ 1.1K Β· π 270 - 32% open Β· β±οΈ 24.09.2021):
```
git clone https://github.com/pdoc3/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc3) (π₯ 180K / month Β· π¦ 90 Β· β±οΈ 03.08.2021):
+- [PyPi](https://pypi.org/project/pdoc3) (π₯ 230K / month Β· π¦ 90 Β· β±οΈ 03.08.2021):
```
pip install pdoc3
```
sphinx-autodoc-typehints (π₯25 Β· β 350) - Type hints support for the Sphinx autodoc extension. MIT
+sphinx-autodoc-typehints (π₯26 Β· β 370) - Type hints support for the Sphinx autodoc extension. MIT
-- [GitHub](https://github.com/agronholm/sphinx-autodoc-typehints) (π¨βπ» 29 Β· π 65 Β· π 120 - 40% open Β· β±οΈ 15.04.2021):
+- [GitHub](https://github.com/agronholm/sphinx-autodoc-typehints) (π¨βπ» 30 Β· π 71 Β· π 130 - 44% open Β· β±οΈ 08.10.2021):
```
git clone https://github.com/agronholm/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 280K / month Β· π¦ 1.4K Β· β±οΈ 12.10.2020):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 320K / month Β· π¦ 1.4K Β· β±οΈ 12.10.2020):
```
pip install sphinx-autodoc-typehints
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 210K Β· β±οΈ 15.04.2021):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 240K Β· β±οΈ 15.04.2021):
```
conda install -c conda-forge sphinx-autodoc-typehints
```
sphinx-autobuild (π₯25 Β· β 340) - Watch a Sphinx directory and rebuild the documentation.. MIT
+interrogate (π₯26 Β· β 320) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 17 Β· π 49 Β· π 56 - 21% open Β· β±οΈ 14.03.2021):
-
- ```
- git clone https://github.com/executablebooks/sphinx-autobuild
- ```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 160K / month Β· π¦ 4.7K Β· β±οΈ 14.03.2021):
- ```
- pip install sphinx-autobuild
- ```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 70K Β· β±οΈ 14.03.2021):
- ```
- conda install -c conda-forge sphinx-autobuild
- ```
-pdoc (π₯24 Β· β 1K) - API Documentation for Python Projects. Unlicense
-
-- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 31 Β· π 110 Β· π¦ 380 Β· π 180 - 2% open Β· β±οΈ 23.08.2021):
-
- ```
- git clone https://github.com/mitmproxy/pdoc
- ```
-- [PyPi](https://pypi.org/project/pdoc) (π₯ 73K / month Β· π¦ 290 Β· β±οΈ 18.08.2021):
- ```
- pip install pdoc
- ```
-interrogate (π₯24 Β· β 310) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-
-- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 11 Β· π 21 Β· π¦ 820 Β· π 31 - 35% open Β· β±οΈ 07.07.2021):
+- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 11 Β· π 23 Β· π¦ 1K Β· π 31 - 25% open Β· β±οΈ 10.09.2021):
```
git clone https://github.com/econchick/interrogate
```
-- [PyPi](https://pypi.org/project/interrogate) (π₯ 110K / month Β· β±οΈ 15.05.2021):
+- [PyPi](https://pypi.org/project/interrogate) (π₯ 94K / month Β· β±οΈ 10.09.2021):
```
pip install interrogate
```
mkdocstrings (π₯21 Β· β 440) - Automatic documentation from sources, for MkDocs. ISC
+pdoc (π₯24 Β· β 1.1K) - API Documentation for Python Projects. Unlicense
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 21 Β· π 48 Β· π 190 - 24% open Β· β±οΈ 25.08.2021):
+- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 31 Β· π 120 Β· π¦ 440 Β· π 190 - 3% open Β· β±οΈ 29.10.2021):
+
+ ```
+ git clone https://github.com/mitmproxy/pdoc
+ ```
+- [PyPi](https://pypi.org/project/pdoc) (π₯ 94K / month Β· π¦ 290 Β· β±οΈ 29.10.2021):
+ ```
+ pip install pdoc
+ ```
+releases (π₯24 Β· β 160) - A powerful Sphinx changelog-generating extension. BSD-2
+
+- [GitHub](https://github.com/bitprophet/releases) (π¨βπ» 10 Β· π 36 Β· π¦ 390 Β· π 76 - 43% open Β· β±οΈ 24.09.2021):
+
+ ```
+ git clone https://github.com/bitprophet/releases
+ ```
+- [PyPi](https://pypi.org/project/releases) (π₯ 10K / month Β· π¦ 710 Β· β±οΈ 11.01.2020):
+ ```
+ pip install releases
+ ```
+sphinx-autobuild (π₯23 Β· β 360 Β· π€) - Watch a Sphinx directory and rebuild the.. MIT
+
+- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 17 Β· π 51 Β· π 57 - 22% open Β· β±οΈ 14.03.2021):
+
+ ```
+ git clone https://github.com/executablebooks/sphinx-autobuild
+ ```
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 200K / month Β· π¦ 4.7K Β· β±οΈ 14.03.2021):
+ ```
+ pip install sphinx-autobuild
+ ```
+- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 77K Β· β±οΈ 14.03.2021):
+ ```
+ conda install -c conda-forge sphinx-autobuild
+ ```
+mkdocstrings (π₯22 Β· β 530) - Automatic documentation from sources, for MkDocs. ISC
+
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 25 Β· π 56 Β· π 210 - 24% open Β· β±οΈ 31.10.2021):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 53K / month Β· β±οΈ 09.06.2021):
+- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 89K / month Β· β±οΈ 04.10.2021):
```
pip install mkdocstrings
```
-- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 7K Β· β±οΈ 10.06.2021):
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 10K Β· β±οΈ 04.10.2021):
```
conda install -c conda-forge mkdocstrings
```
blacken-docs (π₯20 Β· β 250) - Run `black` on python code blocks in documentation files. MIT
+mkdocs-pdf-export-plugin (π₯22 Β· β 220) - An MkDocs plugin to export content pages as PDF files. MIT
-- [GitHub](https://github.com/asottile/blacken-docs) (π¨βπ» 12 Β· π 17 Β· π 31 - 6% open Β· β±οΈ 23.08.2021):
+- [GitHub](https://github.com/zhaoterryy/mkdocs-pdf-export-plugin) (π¨βπ» 11 Β· π 34 Β· π¦ 180 Β· π 85 - 48% open Β· β±οΈ 05.10.2021):
```
- git clone https://github.com/asottile/blacken-docs
+ git clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin
```
-- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 6.3K / month Β· π¦ 22 Β· β±οΈ 02.03.2021):
+- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (π₯ 15K / month Β· π¦ 4 Β· β±οΈ 05.10.2021):
```
- pip install blacken-docs
- ```
-- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 18K Β· β±οΈ 02.03.2021):
- ```
- conda install -c conda-forge blacken-docs
+ pip install mkdocs-pdf-export-plugin
```
sphinx-markdown-builder (π₯20 Β· β 100 Β· π€) - sphinx builder that outputs markdown files. MIT
+mkdocs-awesome-pages-plugin (π₯22 Β· β 190 Β· π) - An MkDocs plugin that simplifies configuring page.. MIT
-- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (π¨βπ» 16 Β· π 28 Β· π¦ 180 Β· π 34 - 52% open Β· β±οΈ 07.10.2020):
-
- ```
- git clone https://github.com/codejamninja/sphinx-markdown-builder
- ```
-- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 15K / month Β· π¦ 42 Β· β±οΈ 23.12.2019):
- ```
- pip install sphinx-markdown-builder
- ```
-mkdocs-with-pdf (π₯20 Β· β 83) - Generate a single PDF file from MkDocs repository. MIT
-
-- [GitHub](https://github.com/orzih/mkdocs-with-pdf) (π¨βπ» 6 Β· π 14 Β· π¦ 56 Β· π 52 - 32% open Β· β±οΈ 03.07.2021):
-
- ```
- git clone https://github.com/orzih/mkdocs-with-pdf
- ```
-- [PyPi](https://pypi.org/project/mkdocs-with-pdf) (π₯ 6.5K / month Β· β±οΈ 03.07.2021):
- ```
- pip install mkdocs-with-pdf
- ```
-mkdocs-awesome-pages-plugin (π₯19 Β· β 160 Β· π€) - An MkDocs plugin that simplifies configuring page.. MIT
-
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 2 Β· π 17 Β· π¦ 440 Β· π 38 - 15% open Β· β±οΈ 22.12.2020):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 3 Β· π 20 Β· π¦ 550 Β· π 48 - 22% open Β· β±οΈ 19.10.2021):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 41K / month Β· π¦ 90 Β· β±οΈ 22.12.2020):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 44K / month Β· π¦ 90 Β· β±οΈ 19.10.2021):
```
pip install mkdocs-awesome-pages-plugin
```
portray (π₯18 Β· β 760) - Your Project with Great Documentation. MIT
+blacken-docs (π₯21 Β· β 280) - Run `black` on python code blocks in documentation files. MIT
+
+- [GitHub](https://github.com/asottile/blacken-docs) (π¨βπ» 12 Β· π 18 Β· π 37 - 8% open Β· β±οΈ 25.10.2021):
+
+ ```
+ git clone https://github.com/asottile/blacken-docs
+ ```
+- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 13K / month Β· π¦ 22 Β· β±οΈ 27.08.2021):
+ ```
+ pip install blacken-docs
+ ```
+- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 18K Β· β±οΈ 27.08.2021):
+ ```
+ conda install -c conda-forge blacken-docs
+ ```
+mkdocs-with-pdf (π₯21 Β· β 99) - Generate a single PDF file from MkDocs repository. MIT
+
+- [GitHub](https://github.com/orzih/mkdocs-with-pdf) (π¨βπ» 6 Β· π 19 Β· π¦ 73 Β· π 63 - 41% open Β· β±οΈ 14.10.2021):
+
+ ```
+ git clone https://github.com/orzih/mkdocs-with-pdf
+ ```
+- [PyPi](https://pypi.org/project/mkdocs-with-pdf) (π₯ 11K / month Β· β±οΈ 03.07.2021):
+ ```
+ pip install mkdocs-with-pdf
+ ```
+portray (π₯17 Β· β 770) - Your Project with Great Documentation. MIT
- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 16 Β· π 58 Β· π 50 - 42% open Β· β±οΈ 13.06.2021):
```
git clone https://github.com/timothycrosley/portray
```
-- [PyPi](https://pypi.org/project/portray) (π₯ 6.1K / month Β· π¦ 8 Β· β±οΈ 13.06.2021):
+- [PyPi](https://pypi.org/project/portray) (π₯ 7.5K / month Β· π¦ 8 Β· β±οΈ 13.06.2021):
```
pip install portray
```
lazydocs (π₯16 Β· β 38) - Generate markdown API documentation from Google-style Python docstring... MIT
+lazydocs (π₯17 Β· β 48) - Generate markdown API documentation from Google-style Python docstring... MIT
-- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 7 Β· π 11 Β· π¦ 34 Β· π 4 - 25% open Β· β±οΈ 20.08.2021):
+- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 7 Β· π 11 Β· π¦ 51 Β· π 6 - 50% open Β· β±οΈ 20.08.2021):
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 450 / month Β· β±οΈ 27.07.2021):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 1.1K / month Β· β±οΈ 27.07.2021):
```
pip install lazydocs
```
Show 8 hidden projects...
+Show 5 hidden projects...
-- alabaster (π₯31 Β· β 620 Β· π) - Lightweight, configurable Sphinx theme. Now the Sphinx.. BSD-3 MIT MIT
-- releases (π₯22 Β· β 160 Β· π) - A powerful Sphinx changelog-generating extension. BSD-2 MIT MIT MIT MIT MIT
+- sphinx-markdown-builder (π₯21 Β· β 110 Β· π) - sphinx builder that outputs markdown files. MIT MIT MIT MIT
@@ -1844,60 +1877,44 @@ This curated list contains 250 awesome open-source projects with a total of 610K
ipdb (π₯31 Β· β 1.5K) - Integration of IPython pdb. BSD-3
-- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 48 Β· π 130 Β· π¦ 28K Β· π 160 - 33% open Β· β±οΈ 02.06.2021):
+- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 49 Β· π 130 Β· π¦ 29K Β· π 170 - 33% open Β· β±οΈ 09.09.2021):
```
git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/ipdb) (π₯ 1.8M / month Β· π¦ 17K Β· β±οΈ 02.06.2021):
+- [PyPi](https://pypi.org/project/ipdb) (π₯ 1.7M / month Β· π¦ 17K Β· β±οΈ 02.06.2021):
```
pip install ipdb
```
-- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 190K Β· β±οΈ 24.06.2021):
+- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 220K Β· β±οΈ 24.06.2021):
```
conda install -c conda-forge ipdb
```
PySnooper (π₯29 Β· β 15K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 26 Β· π 900 Β· π¦ 470 Β· π 110 - 16% open Β· β±οΈ 19.05.2021):
+- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 26 Β· π 920 Β· π¦ 520 Β· π 110 - 16% open Β· β±οΈ 11.09.2021):
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (π₯ 68K / month Β· π¦ 46 Β· β±οΈ 19.05.2021):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 89K / month Β· π¦ 46 Β· β±οΈ 11.09.2021):
```
pip install pysnooper
```
-- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 40K Β· β±οΈ 19.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 42K Β· β±οΈ 19.05.2021):
```
conda install -c conda-forge pysnooper
```
pyelftools (π₯28 Β· β 1.3K) - Parsing ELF and DWARF in Python. Unlicense
+pudb (π₯28 Β· β 2.2K) - Full-screen console debugger for Python. MIT
-- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 76 Β· π 400 Β· π¦ 2.4K Β· π 170 - 32% open Β· β±οΈ 02.08.2021):
-
- ```
- git clone https://github.com/eliben/pyelftools
- ```
-- [PyPi](https://pypi.org/project/pyelftools) (π₯ 590K / month Β· π¦ 880 Β· β±οΈ 27.10.2020):
- ```
- pip install pyelftools
- ```
-- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 72K Β· β±οΈ 27.10.2020):
- ```
- conda install -c conda-forge pyelftools
- ```
-pudb (π₯27 Β· β 2.2K) - Full-screen console debugger for Python. MIT
-
-- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 78 Β· π 180 Β· π¦ 2.5K Β· π 280 - 49% open Β· β±οΈ 25.08.2021):
+- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 80 Β· π 190 Β· π¦ 2.6K Β· π 280 - 48% open Β· β±οΈ 01.11.2021):
```
git clone https://github.com/inducer/pudb
```
-- [PyPi](https://pypi.org/project/pudb) (π₯ 290K / month Β· π¦ 1.4K Β· β±οΈ 08.05.2021):
+- [PyPi](https://pypi.org/project/pudb) (π₯ 170K / month Β· π¦ 1.4K Β· β±οΈ 01.11.2021):
```
pip install pudb
```
@@ -1906,113 +1923,129 @@ This curated list contains 250 awesome open-source projects with a total of 610K
conda install -c conda-forge pudb
```
pdbpp (π₯27 Β· β 800) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
+pyelftools (π₯28 Β· β 1.3K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 39 Β· π 44 Β· π¦ 2.2K Β· π 180 - 36% open Β· β±οΈ 12.07.2021):
+- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 80 Β· π 400 Β· π¦ 2.7K Β· π 170 - 32% open Β· β±οΈ 06.11.2021):
+
+ ```
+ git clone https://github.com/eliben/pyelftools
+ ```
+- [PyPi](https://pypi.org/project/pyelftools) (π₯ 800K / month Β· π¦ 880 Β· β±οΈ 27.10.2020):
+ ```
+ pip install pyelftools
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 78K Β· β±οΈ 27.10.2020):
+ ```
+ conda install -c conda-forge pyelftools
+ ```
+pdbpp (π₯27 Β· β 830) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
+
+- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 40 Β· π 46 Β· π¦ 2.4K Β· π 180 - 35% open Β· β±οΈ 28.09.2021):
```
git clone https://github.com/pdbpp/pdbpp
```
-- [PyPi](https://pypi.org/project/pdbpp) (π₯ 220K / month Β· π¦ 1K Β· β±οΈ 09.07.2021):
+- [PyPi](https://pypi.org/project/pdbpp) (π₯ 180K / month Β· π¦ 1K Β· β±οΈ 09.07.2021):
```
pip install pdbpp
```
-- [Conda](https://anaconda.org/conda-forge/pdbpp) (π₯ 62K Β· β±οΈ 11.07.2021):
+- [Conda](https://anaconda.org/conda-forge/pdbpp) (π₯ 65K Β· β±οΈ 11.07.2021):
```
conda install -c conda-forge pdbpp
```
gdbgui (π₯26 Β· β 8.1K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
+gdbgui (π₯26 Β· β 8.3K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
-- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 36 Β· π 470 Β· π₯ 4.8K Β· π¦ 100 Β· π 280 - 41% open Β· β±οΈ 01.06.2021):
+- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 38 Β· π 480 Β· π₯ 5.9K Β· π¦ 120 Β· π 280 - 40% open Β· β±οΈ 06.09.2021):
```
git clone https://github.com/cs01/gdbgui
```
-- [PyPi](https://pypi.org/project/gdbgui) (π₯ 89K / month Β· π¦ 2 Β· β±οΈ 20.05.2021):
+- [PyPi](https://pypi.org/project/gdbgui) (π₯ 170K / month Β· π¦ 2 Β· β±οΈ 06.09.2021):
```
pip install gdbgui
```
typeguard (π₯26 Β· β 700) - Run-time type checker for Python. MIT
+typeguard (π₯26 Β· β 760) - Run-time type checker for Python. MIT
-- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 18 Β· π 62 Β· π 160 - 25% open Β· β±οΈ 04.06.2021):
+- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 18 Β· π 64 Β· π 170 - 18% open Β· β±οΈ 11.10.2021):
```
git clone https://github.com/agronholm/typeguard
```
-- [PyPi](https://pypi.org/project/typeguard) (π₯ 10M / month Β· π¦ 160 Β· β±οΈ 04.06.2021):
+- [PyPi](https://pypi.org/project/typeguard) (π₯ 11M / month Β· π¦ 160 Β· β±οΈ 10.10.2021):
```
pip install typeguard
```
-- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 50K Β· β±οΈ 04.06.2021):
+- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 63K Β· β±οΈ 11.10.2021):
```
conda install -c conda-forge typeguard
```
icecream (π₯23 Β· β 5.3K) - Never use print() to debug again. MIT
+icecream (π₯22 Β· β 5.5K) - Never use print() to debug again. MIT
-- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 15 Β· π 100 Β· π 76 - 28% open Β· β±οΈ 22.07.2021):
+- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 16 Β· π 110 Β· π 82 - 31% open Β· β±οΈ 31.08.2021):
```
git clone https://github.com/gruns/icecream
```
-- [PyPi](https://pypi.org/project/icecream) (π₯ 73K / month Β· π¦ 6 Β· β±οΈ 22.06.2021):
+- [PyPi](https://pypi.org/project/icecream) (π₯ 110K / month Β· π¦ 6 Β· β±οΈ 22.06.2021):
```
pip install icecream
```
snoop (π₯23 Β· β 630) - A powerful set of Python debugging tools, based on PySnooper. MIT
+snoop (π₯22 Β· β 650) - A powerful set of Python debugging tools, based on PySnooper. MIT
-- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 20 Β· π 21 Β· π¦ 60 Β· π 32 - 50% open Β· β±οΈ 05.07.2021):
+- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 21 Β· π 24 Β· π 37 - 48% open Β· β±οΈ 11.11.2021):
```
git clone https://github.com/alexmojaki/snoop
```
-- [PyPi](https://pypi.org/project/snoop) (π₯ 17K / month Β· π¦ 8 Β· β±οΈ 05.07.2021):
+- [PyPi](https://pypi.org/project/snoop) (π₯ 29K / month Β· π¦ 8 Β· β±οΈ 11.11.2021):
```
pip install snoop
```
python-hunter (π₯22 Β· β 640) - Hunter is a flexible code tracing toolkit. BSD-2
+python-hunter (π₯22 Β· β 650) - Hunter is a flexible code tracing toolkit. BSD-2
-- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 8 Β· π 34 Β· π¦ 63 Β· π 87 - 42% open Β· β±οΈ 16.08.2021):
+- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 9 Β· π 35 Β· π¦ 70 Β· π 87 - 42% open Β· β±οΈ 13.10.2021):
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 7.6K / month Β· π¦ 34 Β· β±οΈ 23.06.2021):
+- [PyPi](https://pypi.org/project/hunter) (π₯ 6.1K / month Β· π¦ 34 Β· β±οΈ 23.06.2021):
```
pip install hunter
```
python-manhole (π₯21 Β· β 310) - Debugging manhole for python applications. BSD-2
+python-manhole (π₯21 Β· β 320) - Debugging manhole for python applications. BSD-2
-- [GitHub](https://github.com/ionelmc/python-manhole) (π¨βπ» 10 Β· π 15 Β· π¦ 71 Β· π 20 - 25% open Β· β±οΈ 08.04.2021):
+- [GitHub](https://github.com/ionelmc/python-manhole) (π¨βπ» 11 Β· π 16 Β· π¦ 77 Β· π 20 - 25% open Β· β±οΈ 15.09.2021):
```
git clone https://github.com/ionelmc/python-manhole
```
-- [PyPi](https://pypi.org/project/manhole) (π₯ 11K / month Β· π¦ 66 Β· β±οΈ 08.04.2021):
+- [PyPi](https://pypi.org/project/manhole) (π₯ 33K / month Β· π¦ 66 Β· β±οΈ 08.04.2021):
```
pip install manhole
```
Birdseye (π₯20 Β· β 1.4K) - Graphical Python debugger which lets you easily view the values of all.. MIT
-- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 10 Β· π 68 Β· π 50 - 36% open Β· β±οΈ 01.08.2021):
+- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 10 Β· π 70 Β· π 50 - 36% open Β· β±οΈ 11.11.2021):
```
git clone https://github.com/alexmojaki/birdseye
```
-- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.2K / month Β· β±οΈ 01.08.2021):
+- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.2K / month Β· β±οΈ 11.11.2021):
```
pip install birdseye
```
Show 1 hidden projects...
-- pyrasite (π₯21 Β· β 2.6K Β· π) - Inject code into running Python processes. βοΈGPL-3.0
+- pyrasite (π₯20 Β· β 2.6K Β· π) - Inject code into running Python processes. βοΈGPL-3.0
@@ -2020,386 +2053,342 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-π best-of-web-python - Testing ( β 1.3K) - Testing libraries & tools for python web frameworks.
+π best-of-web-python - Testing ( β 1.4K) - Testing libraries & tools for python web frameworks.
π unittest - Unittest is a test framework included in the Python standard library.
-pytest (π₯36 Β· β 7.7K) - The pytest framework makes it easy to write small tests, yet scales.. MIT 
+pytest (π₯36 Β· β 7.9K) - The pytest framework makes it easy to write small tests, yet scales.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 740 Β· π 1.8K Β· π¦ 360K Β· π 4.6K - 15% open Β· β±οΈ 26.08.2021):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 750 Β· π 1.9K Β· π¦ 400K Β· π 4.7K - 15% open Β· β±οΈ 13.11.2021):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (π₯ 31M / month Β· π¦ 130K Β· β±οΈ 04.05.2021):
+- [PyPi](https://pypi.org/project/pytest) (π₯ 34M / month Β· π¦ 130K Β· β±οΈ 30.08.2021):
```
pip install pytest
```
-- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 9M Β· β±οΈ 29.06.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 10M Β· β±οΈ 02.11.2021):
```
conda install -c conda-forge pytest
```
tox (π₯36 Β· β 2.4K) - Command line driven CI frontend and development task automation tool. MIT
+robotframework (π₯35 Β· β 6.5K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 250 Β· π 380 Β· π¦ 48K Β· π 1.2K - 10% open Β· β±οΈ 24.08.2021):
-
- ```
- git clone https://github.com/tox-dev/tox
- ```
-- [PyPi](https://pypi.org/project/tox) (π₯ 4.2M / month Β· π¦ 36K Β· β±οΈ 21.08.2021):
- ```
- pip install tox
- ```
-- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 340K Β· β±οΈ 24.08.2021):
- ```
- conda install -c conda-forge tox
- ```
-robotframework (π₯33 Β· β 6.2K) - Generic automation framework for acceptance testing and RPA. Apache-2
-
-- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 150 Β· π 1.7K Β· π₯ 510 Β· π¦ 4.1K Β· π 3.6K - 5% open Β· β±οΈ 16.08.2021):
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 150 Β· π 1.8K Β· π₯ 510 Β· π¦ 4.5K Β· π 3.7K - 6% open Β· β±οΈ 16.11.2021):
```
git clone https://github.com/robotframework/robotframework
```
-- [PyPi](https://pypi.org/project/robotframework) (π₯ 820K / month Β· π¦ 1.4K Β· β±οΈ 19.07.2021):
+- [PyPi](https://pypi.org/project/robotframework) (π₯ 810K / month Β· π¦ 1.4K Β· β±οΈ 15.10.2021):
```
pip install robotframework
```
-- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 59K Β· β±οΈ 19.07.2021):
+- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 67K Β· β±οΈ 15.10.2021):
```
conda install -c conda-forge robotframework
```
hypothesis (π₯33 Β· β 5.3K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
+tox (π₯35 Β· β 2.5K) - Command line driven CI frontend and development task automation tool. MIT
-- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 250 Β· π 470 Β· π¦ 9.6K Β· π 1.1K - 5% open Β· β±οΈ 22.08.2021):
+- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 250 Β· π 380 Β· π¦ 51K Β· π 1.3K - 10% open Β· β±οΈ 11.10.2021):
```
- git clone https://github.com/HypothesisWorks/hypothesis
+ git clone https://github.com/tox-dev/tox
```
-- [PyPi](https://pypi.org/project/hypothesis) (π₯ 1.9M / month Β· π¦ 2.6K Β· β±οΈ 22.08.2021):
+- [PyPi](https://pypi.org/project/tox) (π₯ 3.7M / month Β· π¦ 36K Β· β±οΈ 16.09.2021):
```
- pip install hypothesis
+ pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 4.6M Β· β±οΈ 22.08.2021):
+- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 380K Β· β±οΈ 04.11.2021):
```
- conda install -c conda-forge hypothesis
+ conda install -c conda-forge tox
```
pytest-cov (π₯32 Β· β 1.1K) - Coverage plugin for pytest. MIT
+pytest-cov (π₯34 Β· β 1.1K) - Coverage plugin for pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 68 Β· π 150 Β· π¦ 96K Β· π 300 - 33% open Β· β±οΈ 26.08.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 72 Β· π 160 Β· π¦ 100K Β· π 300 - 34% open Β· β±οΈ 10.10.2021):
```
git clone https://github.com/pytest-dev/pytest-cov
```
-- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 12M / month Β· π¦ 43K Β· β±οΈ 01.06.2021):
+- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 11M / month Β· π¦ 43K Β· β±οΈ 04.10.2021):
```
pip install pytest-cov
```
-- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 3.4M Β· β±οΈ 02.06.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 4M Β· β±οΈ 04.10.2021):
```
conda install -c conda-forge pytest-cov
```
pytest-xdist (π₯32 Β· β 740) - pytest plugin for distributed testing and loop-on-failures.. MIT
+hypothesis (π₯33 Β· β 5.5K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 74 Β· π 150 Β· π¦ 21K Β· π 440 - 45% open Β· β±οΈ 24.08.2021):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 250 Β· π 480 Β· π¦ 10K Β· π 1.2K - 5% open Β· β±οΈ 16.11.2021):
```
- git clone https://github.com/pytest-dev/pytest-xdist
+ git clone https://github.com/HypothesisWorks/hypothesis
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 4.5M / month Β· π¦ 7.3K Β· β±οΈ 16.06.2021):
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 2.3M / month Β· π¦ 2.6K Β· β±οΈ 16.11.2021):
```
- pip install pytest-xdist
+ pip install hypothesis
```
-- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 1.7M Β· β±οΈ 17.06.2021):
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 5M Β· β±οΈ 16.11.2021):
```
- conda install -c conda-forge pytest-xdist
+ conda install -c conda-forge hypothesis
```
pyautogui (π₯31 Β· β 5.4K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
+pyautogui (π₯31 Β· β 5.7K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
-- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 51 Β· π 720 Β· π¦ 9.7K Β· π 500 - 65% open Β· β±οΈ 08.07.2021):
+- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 51 Β· π 780 Β· π¦ 11K Β· π 540 - 63% open Β· β±οΈ 14.09.2021):
```
git clone https://github.com/asweigart/pyautogui
```
-- [PyPi](https://pypi.org/project/pyautogui) (π₯ 470K / month Β· π¦ 610 Β· β±οΈ 07.07.2021):
+- [PyPi](https://pypi.org/project/pyautogui) (π₯ 510K / month Β· π¦ 610 Β· β±οΈ 07.07.2021):
```
pip install pyautogui
```
-- [Conda](https://anaconda.org/conda-forge/pyautogui) (π₯ 130K Β· β±οΈ 13.10.2020):
+- [Conda](https://anaconda.org/conda-forge/pyautogui) (π₯ 140K Β· β±οΈ 11.11.2021):
```
conda install -c conda-forge pyautogui
```
freezegun (π₯31 Β· β 3K) - Let your Python tests travel through time. Apache-2
+freezegun (π₯31 Β· β 3.1K) - Let your Python tests travel through time. Apache-2
-- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 97 Β· π 200 Β· π 230 - 28% open Β· β±οΈ 25.08.2021):
+- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 97 Β· π 220 Β· π 260 - 34% open Β· β±οΈ 25.08.2021):
```
git clone https://github.com/spulec/freezegun
```
-- [PyPi](https://pypi.org/project/freezegun) (π₯ 3.7M / month Β· π¦ 8.4K Β· β±οΈ 20.01.2021):
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 3.6M / month Β· π¦ 8.4K Β· β±οΈ 20.01.2021):
```
pip install freezegun
```
-- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 260K Β· β±οΈ 20.01.2021):
+- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 280K Β· β±οΈ 20.01.2021):
```
conda install -c conda-forge freezegun
```
factory_boy (π₯30 Β· β 2.6K) - A test fixtures replacement for Python. MIT
+pytest-asyncio (π₯31 Β· β 820) - Pytest support for asyncio. Apache-2
-- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 120 Β· π 330 Β· π 500 - 30% open Β· β±οΈ 19.07.2021):
-
- ```
- git clone https://github.com/FactoryBoy/factory_boy
- ```
-- [PyPi](https://pypi.org/project/factory_boy) (π₯ 1.7M / month Β· π¦ 4.3K Β· β±οΈ 05.05.2018):
- ```
- pip install factory_boy
- ```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 80K Β· β±οΈ 04.04.2021):
- ```
- conda install -c conda-forge factory_boy
- ```
-pytest-mock (π₯30 Β· β 1.1K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 54 Β· π 95 Β· π¦ 19K Β· π 100 - 10% open Β· β±οΈ 26.07.2021):
-
- ```
- git clone https://github.com/pytest-dev/pytest-mock
- ```
-- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 4.6M / month Β· π¦ 6.2K Β· β±οΈ 06.05.2021):
- ```
- pip install pytest-mock
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 1.1M Β· β±οΈ 07.05.2021):
- ```
- conda install -c conda-forge pytest-mock
- ```
-coveralls-python (π₯30 Β· β 460) - Show coverage stats online via coveralls.io. MIT
-
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 59 Β· π 170 Β· π¦ 19K Β· π 140 - 5% open Β· β±οΈ 23.08.2021):
-
- ```
- git clone https://github.com/TheKevJames/coveralls-python
- ```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 430K / month Β· π¦ 17K Β· β±οΈ 20.07.2021):
- ```
- pip install coveralls
- ```
-pytest-asyncio (π₯29 Β· β 780) - Pytest support for asyncio. Apache-2
-
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 26 Β· π 86 Β· π¦ 15K Β· π 160 - 40% open Β· β±οΈ 30.05.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 26 Β· π 89 Β· π¦ 17K Β· π 180 - 43% open Β· β±οΈ 15.10.2021):
```
git clone https://github.com/pytest-dev/pytest-asyncio
```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 1.7M / month Β· π¦ 2K Β· β±οΈ 21.04.2021):
+- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 6.8M / month Β· π¦ 2K Β· β±οΈ 15.10.2021):
```
pip install pytest-asyncio
```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 560K Β· β±οΈ 21.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 680K Β· β±οΈ 18.10.2021):
```
conda install -c conda-forge pytest-asyncio
```
pytest-html (π₯29 Β· β 440 Β· π€) - Plugin for generating HTML reports for pytest results. MPL-2.0
+pytest-xdist (π₯31 Β· β 790) - pytest plugin for distributed testing and loop-on-failures.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 43 Β· π 170 Β· π¦ 12K Β· π 260 - 31% open Β· β±οΈ 23.01.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 76 Β· π 160 Β· π 450 - 44% open Β· β±οΈ 02.11.2021):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-xdist
+ ```
+- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 5.1M / month Β· π¦ 7.3K Β· β±οΈ 21.09.2021):
+ ```
+ pip install pytest-xdist
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 2M Β· β±οΈ 21.09.2021):
+ ```
+ conda install -c conda-forge pytest-xdist
+ ```
+coveralls-python (π₯31 Β· β 460) - Show coverage stats online via coveralls.io. MIT
+
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 63 Β· π 180 Β· π¦ 20K Β· π 150 - 3% open Β· β±οΈ 11.11.2021):
+
+ ```
+ git clone https://github.com/TheKevJames/coveralls-python
+ ```
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 530K / month Β· π¦ 17K Β· β±οΈ 11.11.2021):
+ ```
+ pip install coveralls
+ ```
+factory_boy (π₯30 Β· β 2.7K) - A test fixtures replacement for Python. MIT
+
+- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 120 Β· π 330 Β· π 510 - 30% open Β· β±οΈ 19.10.2021):
+
+ ```
+ git clone https://github.com/FactoryBoy/factory_boy
+ ```
+- [PyPi](https://pypi.org/project/factory_boy) (π₯ 2M / month Β· π¦ 4.3K Β· β±οΈ 05.05.2018):
+ ```
+ pip install factory_boy
+ ```
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 86K Β· β±οΈ 26.10.2021):
+ ```
+ conda install -c conda-forge factory_boy
+ ```
+pytest-mock (π₯29 Β· β 1.2K) - Thin-wrapper around the mock package for easier use with pytest. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 54 Β· π 98 Β· π¦ 21K Β· π 100 - 13% open Β· β±οΈ 01.11.2021):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-mock
+ ```
+- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 5.2M / month Β· π¦ 6.2K Β· β±οΈ 06.05.2021):
+ ```
+ pip install pytest-mock
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 1.3M Β· β±οΈ 07.05.2021):
+ ```
+ conda install -c conda-forge pytest-mock
+ ```
+pytest-html (π₯29 Β· β 450 Β· π€) - Plugin for generating HTML reports for pytest results. MPL-2.0
+
+- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 43 Β· π 180 Β· π¦ 13K Β· π 270 - 33% open Β· β±οΈ 23.01.2021):
```
git clone https://github.com/pytest-dev/pytest-html
```
-- [PyPi](https://pypi.org/project/pytest-html) (π₯ 1.4M / month Β· π¦ 980 Β· β±οΈ 13.12.2020):
+- [PyPi](https://pypi.org/project/pytest-html) (π₯ 1.6M / month Β· π¦ 980 Β· β±οΈ 13.12.2020):
```
pip install pytest-html
```
-- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 160K Β· β±οΈ 13.12.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 190K Β· β±οΈ 13.12.2020):
```
conda install -c conda-forge pytest-html
```
playwright-python (π₯28 Β· β 5K) - Python version of the Playwright testing and automation.. Apache-2
+mimesis (π₯28 Β· β 3.4K) - Mimesis is a high-performance fake data generator for Python, which.. MIT
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 21 Β· π 430 Β· π¦ 380 Β· π 420 - 4% open Β· β±οΈ 26.08.2021):
-
- ```
- git clone https://github.com/microsoft/playwright-python
- ```
-- [PyPi](https://pypi.org/project/playwright) (π₯ 110K / month Β· β±οΈ 24.08.2021):
- ```
- pip install playwright
- ```
-mimesis (π₯28 Β· β 3.3K) - Mimesis is a high-performance fake data generator for Python, which.. MIT
-
-- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 110 Β· π 270 Β· π₯ 170 Β· π 290 - 1% open Β· β±οΈ 23.08.2021):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 110 Β· π 280 Β· π₯ 180 Β· π 300 - 1% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (π₯ 130K / month Β· π¦ 84 Β· β±οΈ 21.12.2020):
+- [PyPi](https://pypi.org/project/mimesis) (π₯ 80K / month Β· π¦ 84 Β· β±οΈ 05.11.2021):
```
pip install mimesis
```
pytest-benchmark (π₯27 Β· β 800) - py.test fixture for benchmarking code. BSD-2
+ddt (π₯28 Β· β 400) - Data-Driven Tests for Python Unittest. MIT
-- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 33 Β· π 83 Β· π¦ 2.1K Β· π 150 - 49% open Β· β±οΈ 14.06.2021):
-
- ```
- git clone https://github.com/ionelmc/pytest-benchmark
- ```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 350K / month Β· π¦ 730 Β· β±οΈ 17.04.2021):
- ```
- pip install pytest-benchmark
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 760K Β· β±οΈ 18.04.2021):
- ```
- conda install -c conda-forge pytest-benchmark
- ```
-pytest-sugar (π₯27 Β· β 730 Β· π€) - a plugin for py.test that changes the default look and.. BSD-3
-
-- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 36 Β· π 54 Β· π¦ 7.9K Β· π 100 - 33% open Β· β±οΈ 24.10.2020):
-
- ```
- git clone https://github.com/Teemu/pytest-sugar
- ```
-- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 490K / month Β· π¦ 4.6K Β· β±οΈ 06.07.2020):
- ```
- pip install pytest-sugar
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 110K Β· β±οΈ 18.09.2020):
- ```
- conda install -c conda-forge pytest-sugar
- ```
-nose2 (π₯27 Β· β 690) - The successor to nose, based on unittest2. BSD-3
-
-- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 71 Β· π 130 Β· π¦ 4K Β· π 250 - 21% open Β· β±οΈ 02.07.2021):
-
- ```
- git clone https://github.com/nose-devs/nose2
- ```
-- [PyPi](https://pypi.org/project/nose2) (π₯ 430K / month Β· π¦ 1.9K Β· β±οΈ 27.01.2021):
- ```
- pip install nose2
- ```
-- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 35K Β· β±οΈ 02.02.2020):
- ```
- conda install -c conda-forge nose2
- ```
-ddt (π₯27 Β· β 390) - Data-Driven Tests for Python Unittest. MIT
-
-- [GitHub](https://github.com/datadriventests/ddt) (π¨βπ» 34 Β· π 97 Β· π¦ 3.7K Β· π 47 - 36% open Β· β±οΈ 12.03.2021):
+- [GitHub](https://github.com/datadriventests/ddt) (π¨βπ» 36 Β· π 100 Β· π¦ 3.8K Β· π 53 - 28% open Β· β±οΈ 04.10.2021):
```
git clone https://github.com/datadriventests/ddt
```
-- [PyPi](https://pypi.org/project/ddt) (π₯ 270K / month Β· π¦ 2.5K Β· β±οΈ 15.05.2020):
+- [PyPi](https://pypi.org/project/ddt) (π₯ 280K / month Β· π¦ 2.5K Β· β±οΈ 04.10.2021):
```
pip install ddt
```
-- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 63K Β· β±οΈ 15.05.2020):
+- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 65K Β· β±οΈ 15.05.2020):
```
conda install -c conda-forge ddt
```
pytest-bdd (π₯26 Β· β 870) - BDD library for the py.test runner. MIT
+pytest-bdd (π₯27 Β· β 910) - BDD library for the py.test runner. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 42 Β· π 140 Β· π 250 - 46% open Β· β±οΈ 18.08.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 44 Β· π 150 Β· π 260 - 48% open Β· β±οΈ 14.11.2021):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
-- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 220K / month Β· π¦ 270 Β· β±οΈ 03.07.2021):
+- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 250K / month Β· π¦ 270 Β· β±οΈ 25.10.2021):
```
pip install pytest-bdd
```
-- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 37K Β· β±οΈ 03.02.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 40K Β· β±οΈ 03.02.2020):
```
conda install -c conda-forge pytest-bdd
```
green (π₯26 Β· β 710) - Green is a clean, colorful, fast python test runner. MIT
+nose2 (π₯27 Β· β 700) - The successor to nose, based on unittest2. BSD-3
-- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 37 Β· π 75 Β· π¦ 600 Β· π 170 - 3% open Β· β±οΈ 16.07.2021):
+- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 71 Β· π 130 Β· π¦ 4.2K Β· π 260 - 21% open Β· β±οΈ 12.10.2021):
+
+ ```
+ git clone https://github.com/nose-devs/nose2
+ ```
+- [PyPi](https://pypi.org/project/nose2) (π₯ 420K / month Β· π¦ 1.9K Β· β±οΈ 27.01.2021):
+ ```
+ pip install nose2
+ ```
+- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 40K Β· β±οΈ 02.02.2020):
+ ```
+ conda install -c conda-forge nose2
+ ```
+playwright-python (π₯26 Β· β 5.4K) - Python version of the Playwright testing and automation.. Apache-2
+
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 21 Β· π 460 Β· π¦ 520 Β· π 510 - 6% open Β· β±οΈ 15.11.2021):
+
+ ```
+ git clone https://github.com/microsoft/playwright-python
+ ```
+- [PyPi](https://pypi.org/project/playwright) (π₯ 140K / month Β· β±οΈ 29.10.2021):
+ ```
+ pip install playwright
+ ```
+pytest-benchmark (π₯26 Β· β 820) - py.test fixture for benchmarking code. BSD-2
+
+- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 34 Β· π 86 Β· π¦ 2.3K Β· π 150 - 49% open Β· β±οΈ 14.06.2021):
+
+ ```
+ git clone https://github.com/ionelmc/pytest-benchmark
+ ```
+- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 470K / month Β· π¦ 730 Β· β±οΈ 17.04.2021):
+ ```
+ pip install pytest-benchmark
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 1M Β· β±οΈ 18.04.2021):
+ ```
+ conda install -c conda-forge pytest-benchmark
+ ```
+green (π₯25 Β· β 720) - Green is a clean, colorful, fast python test runner. MIT
+
+- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 37 Β· π 75 Β· π¦ 610 Β· π 170 - 3% open Β· β±οΈ 16.07.2021):
```
git clone https://github.com/CleanCut/green
```
-- [PyPi](https://pypi.org/project/green) (π₯ 16K / month Β· π¦ 360 Β· β±οΈ 16.07.2021):
+- [PyPi](https://pypi.org/project/green) (π₯ 19K / month Β· π¦ 360 Β· β±οΈ 16.07.2021):
```
pip install green
```
-- [Conda](https://anaconda.org/conda-forge/green) (π₯ 86K Β· β±οΈ 12.11.2020):
+- [Conda](https://anaconda.org/conda-forge/green) (π₯ 89K Β· β±οΈ 12.11.2020):
```
conda install -c conda-forge green
```
pytest-mypy (π₯26 Β· β 190) - Mypy static type checker plugin for Pytest. MIT
+asv (π₯25 Β· β 620) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-- [GitHub](https://github.com/dbader/pytest-mypy) (π¨βπ» 15 Β· π 31 Β· π¦ 1.2K Β· π 45 - 22% open Β· β±οΈ 16.06.2021):
-
- ```
- git clone https://github.com/dbader/pytest-mypy
- ```
-- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 290K / month Β· π¦ 270 Β· β±οΈ 21.03.2021):
- ```
- pip install pytest-mypy
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 13K Β· β±οΈ 24.11.2020):
- ```
- conda install -c conda-forge pytest-mypy
- ```
-uiautomator (π₯25 Β· β 1.7K Β· π€) - Python wrapper of Android uiautomator test tool. MIT
-
-- [GitHub](https://github.com/xiaocong/uiautomator) (π¨βπ» 13 Β· π 590 Β· π¦ 190 Β· π 290 - 59% open Β· β±οΈ 16.11.2020):
-
- ```
- git clone https://github.com/xiaocong/uiautomator
- ```
-- [PyPi](https://pypi.org/project/uiautomator) (π₯ 20K / month Β· π¦ 120 Β· β±οΈ 16.11.2020):
- ```
- pip install uiautomator
- ```
-asv (π₯25 Β· β 610) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-
-- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 55 Β· π 130 Β· π¦ 190 Β· π 410 - 26% open Β· β±οΈ 15.08.2021):
+- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 55 Β· π 130 Β· π¦ 200 Β· π 410 - 27% open Β· β±οΈ 15.08.2021):
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (π₯ 23K / month Β· π¦ 88 Β· β±οΈ 16.05.2020):
+- [PyPi](https://pypi.org/project/asv) (π₯ 32K / month Β· π¦ 88 Β· β±οΈ 16.05.2020):
```
pip install asv
```
-- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 510K Β· β±οΈ 07.08.2021):
+- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 540K Β· β±οΈ 08.11.2021):
```
conda install -c conda-forge asv
```
PyHamcrest (π₯25 Β· β 570) - Hamcrest matchers for Python. BSD-3
+PyHamcrest (π₯25 Β· β 580) - Hamcrest matchers for Python. BSD-3
-- [GitHub](https://github.com/hamcrest/PyHamcrest) (π¨βπ» 34 Β· π 86 Β· π 63 - 23% open Β· β±οΈ 11.08.2021):
+- [GitHub](https://github.com/hamcrest/PyHamcrest) (π¨βπ» 35 Β· π 87 Β· π 65 - 24% open Β· β±οΈ 10.10.2021):
```
git clone https://github.com/hamcrest/PyHamcrest
```
-- [PyPi](https://pypi.org/project/pyhamcrest) (π₯ 960K / month Β· π¦ 3.4K Β· β±οΈ 02.03.2020):
+- [PyPi](https://pypi.org/project/pyhamcrest) (π₯ 930K / month Β· π¦ 3.4K Β· β±οΈ 02.03.2020):
```
pip install pyhamcrest
```
@@ -2408,9 +2397,25 @@ This curated list contains 250 awesome open-source projects with a total of 610K
conda install -c conda-forge pyhamcrest
```
pytest-testinfra (π₯24 Β· β 1.9K) - Testinfra test your infrastructures. Apache-2
+pytest-mypy (π₯25 Β· β 190) - Mypy static type checker plugin for Pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 100 Β· π 270 Β· π 310 - 35% open Β· β±οΈ 04.07.2021):
+- [GitHub](https://github.com/dbader/pytest-mypy) (π¨βπ» 15 Β· π 32 Β· π¦ 1.4K Β· π 47 - 19% open Β· β±οΈ 16.06.2021):
+
+ ```
+ git clone https://github.com/dbader/pytest-mypy
+ ```
+- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 450K / month Β· π¦ 270 Β· β±οΈ 21.03.2021):
+ ```
+ pip install pytest-mypy
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 17K Β· β±οΈ 24.11.2020):
+ ```
+ conda install -c conda-forge pytest-mypy
+ ```
+pytest-testinfra (π₯24 Β· β 2K) - Testinfra test your infrastructures. Apache-2
+
+- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 110 Β· π 280 Β· π 320 - 36% open Β· β±οΈ 04.11.2021):
```
git clone https://github.com/pytest-dev/pytest-testinfra
@@ -2420,123 +2425,132 @@ This curated list contains 250 awesome open-source projects with a total of 610K
pip install pytest-testinfra
```
Mamba Test Runner (π₯24 Β· β 470 Β· π€) - The definitive testing tool for Python. Born under the.. MIT
+uiautomator (π₯24 Β· β 1.7K Β· π€) - Python wrapper of Android uiautomator test tool. MIT
-- [GitHub](https://github.com/nestorsalceda/mamba) (π¨βπ» 22 Β· π 64 Β· π 97 - 46% open Β· β±οΈ 16.11.2020):
+- [GitHub](https://github.com/xiaocong/uiautomator) (π¨βπ» 13 Β· π 590 Β· π¦ 200 Β· π 290 - 59% open Β· β±οΈ 16.11.2020):
```
- git clone https://github.com/nestorsalceda/mamba
+ git clone https://github.com/xiaocong/uiautomator
```
-- [PyPi](https://pypi.org/project/mamba) (π₯ 17K / month Β· π¦ 220 Β· β±οΈ 16.11.2020):
+- [PyPi](https://pypi.org/project/uiautomator) (π₯ 32K / month Β· π¦ 120 Β· β±οΈ 16.11.2020):
```
- pip install mamba
+ pip install uiautomator
```
xdoctest (π₯24 Β· β 95) - A rewrite of Python's builtin doctest module (with pytest plugin.. Apache-2
+nox (π₯24 Β· β 660) - Flexible test automation for Python. Apache-2
-- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 5 Β· π 5 Β· π¦ 1.4K Β· π 32 - 46% open Β· β±οΈ 08.08.2021):
-
- ```
- git clone https://github.com/Erotemic/xdoctest
- ```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 89K / month Β· π¦ 52 Β· β±οΈ 08.08.2021):
- ```
- pip install xdoctest
- ```
-nox (π₯23 Β· β 600) - Flexible test automation for Python. Apache-2
-
-- [GitHub](https://github.com/theacodes/nox) (π¨βπ» 60 Β· π 96 Β· π 220 - 15% open Β· β±οΈ 10.07.2021):
+- [GitHub](https://github.com/theacodes/nox) (π¨βπ» 63 Β· π 100 Β· π 240 - 15% open Β· β±οΈ 25.10.2021):
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (π₯ 370K / month Β· π¦ 56 Β· β±οΈ 13.06.2021):
+- [PyPi](https://pypi.org/project/nox) (π₯ 630K / month Β· π¦ 56 Β· β±οΈ 01.10.2021):
```
pip install nox
```
-- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 38K Β· β±οΈ 20.06.2021):
+- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 42K Β· β±οΈ 02.10.2021):
```
conda install -c conda-forge nox
```
pytest-testmon (π₯23 Β· β 490) - Selects tests affected by changed files. Continous.. βοΈAGPL-3.0
+Mamba Test Runner (π₯24 Β· β 480 Β· π€) - The definitive testing tool for Python. Born under the.. MIT
-- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 16 Β· π 28 Β· π 110 - 25% open Β· β±οΈ 12.08.2021):
+- [GitHub](https://github.com/nestorsalceda/mamba) (π¨βπ» 22 Β· π 64 Β· π¦ 380 Β· π 97 - 46% open Β· β±οΈ 16.11.2020):
+
+ ```
+ git clone https://github.com/nestorsalceda/mamba
+ ```
+- [PyPi](https://pypi.org/project/mamba) (π₯ 21K / month Β· π¦ 220 Β· β±οΈ 16.11.2020):
+ ```
+ pip install mamba
+ ```
+pytest-testmon (π₯23 Β· β 500) - Selects tests affected by changed files. Continous.. βοΈAGPL-3.0
+
+- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 16 Β· π 29 Β· π 120 - 24% open Β· β±οΈ 22.10.2021):
```
git clone https://github.com/tarpas/pytest-testmon
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 78K / month Β· π¦ 98 Β· β±οΈ 05.08.2021):
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 100K / month Β· π¦ 98 Β· β±οΈ 22.10.2021):
```
pip install pytest-testmon
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 32K Β· β±οΈ 03.08.2019):
+- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 33K Β· β±οΈ 03.08.2019):
```
conda install -c conda-forge pytest-testmon
```
pytest-randomly (π₯23 Β· β 340) - Pytest plugin to randomly order tests and control random.seed. MIT
+pytest-randomly (π₯23 Β· β 370) - Pytest plugin to randomly order tests and control random.seed. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 16 Β· π 21 Β· π 44 - 11% open Β· β±οΈ 24.08.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 16 Β· π 22 Β· π 46 - 10% open Β· β±οΈ 15.11.2021):
```
git clone https://github.com/pytest-dev/pytest-randomly
```
-- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 290K / month Β· π¦ 210 Β· β±οΈ 13.08.2021):
+- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 380K / month Β· π¦ 210 Β· β±οΈ 10.11.2021):
```
pip install pytest-randomly
```
sixpack (π₯22 Β· β 1.7K Β· π€) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
+pytest-lazy-fixture (π₯22 Β· β 220) - It helps to use fixtures in pytest.mark.parametrize. MIT
-- [GitHub](https://github.com/sixpack/sixpack) (π¨βπ» 56 Β· π 180 Β· π¦ 8 Β· π 210 - 41% open Β· β±οΈ 26.08.2020):
-
- ```
- git clone https://github.com/sixpack/sixpack
- ```
-- [PyPi](https://pypi.org/project/sixpack) (π₯ 260 / month Β· π¦ 4 Β· β±οΈ 22.11.2017):
- ```
- pip install sixpack
- ```
-pytest-lazy-fixture (π₯22 Β· β 200) - It helps to use fixtures in pytest.mark.parametrize. MIT
-
-- [GitHub](https://github.com/TvoroG/pytest-lazy-fixture) (π¨βπ» 8 Β· π 15 Β· π¦ 390 Β· π 34 - 44% open Β· β±οΈ 09.07.2021):
+- [GitHub](https://github.com/TvoroG/pytest-lazy-fixture) (π¨βπ» 8 Β· π 15 Β· π¦ 470 Β· π 35 - 42% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/tvorog/pytest-lazy-fixture
```
-- [PyPi](https://pypi.org/project/pytest-lazy-fixture) (π₯ 200K / month Β· π¦ 62 Β· β±οΈ 01.02.2020):
+- [PyPi](https://pypi.org/project/pytest-lazy-fixture) (π₯ 250K / month Β· π¦ 62 Β· β±οΈ 01.02.2020):
```
pip install pytest-lazy-fixture
```
-- [Conda](https://anaconda.org/conda-forge/pytest-lazy-fixture) (π₯ 270K Β· β±οΈ 01.02.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-lazy-fixture) (π₯ 290K Β· β±οΈ 01.02.2020):
```
conda install -c conda-forge pytest-lazy-fixture
```
pytest-docker (π₯21 Β· β 220) - Docker-based integration tests. MIT
+xdoctest (π₯22 Β· β 120) - A rewrite of Python's builtin doctest module (with pytest plugin.. Apache-2
-- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 11 Β· π 40 Β· π₯ 81 Β· π 31 - 54% open Β· β±οΈ 14.06.2021):
+- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 6 Β· π 6 Β· π¦ 1.7K Β· π 37 - 45% open Β· β±οΈ 06.10.2021):
+
+ ```
+ git clone https://github.com/Erotemic/xdoctest
+ ```
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 96K / month Β· π¦ 52 Β· β±οΈ 06.10.2021):
+ ```
+ pip install xdoctest
+ ```
+pytest-docker (π₯21 Β· β 250) - Docker-based integration tests. MIT
+
+- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 11 Β· π 42 Β· π₯ 82 Β· π 33 - 51% open Β· β±οΈ 14.06.2021):
```
git clone https://github.com/avast/pytest-docker
```
-- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 36K / month Β· π¦ 28 Β· β±οΈ 14.06.2021):
+- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 53K / month Β· π¦ 28 Β· β±οΈ 14.06.2021):
```
pip install pytest-docker
```
Show 7 hidden projects...
+pytest-plugins (π₯14 Β· β 400) - A grab-bag of nifty pytest plugins. MIT
-- nose (π₯31 Β· β 1.3K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
-- pytest-watch (π₯25 Β· β 580 Β· π) - Local continuous test runner with pytest and watchdog. MIT Show 8 hidden projects...
+
+- nose (π₯32 Β· β 1.3K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
+- pytest-sugar (π₯27 Β· β 750 Β· π) - a plugin for py.test that changes the default look and.. BSD-3 MIT BSD-2
- assertpy (π₯21 Β· β 250 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
-- pytest-datadir (π₯20 Β· β 140 Β· π) - pytest plugin for manipulating test data directories and.. MIT MIT βοΈGPL-2.0
-- pytest-play (π₯16 Β· β 63 Β· π) - pytest plugin that let you automate actions and.. Apache-2 MIT
+- pytest-play (π₯16 Β· β 64 Β· π) - pytest plugin that let you automate actions and.. Apache-2
@@ -2546,169 +2560,169 @@ This curated list contains 250 awesome open-source projects with a total of 610K
π Python.org Packaging - An Overview of Packaging for Python.
-packaging (π₯31 Β· β 320) - Core utilities for Python packages. BSD-2
+packaging (π₯31 Β· β 350) - Core utilities for Python packages. BSD-2
-- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 70 Β· π 160 Β· π₯ 130 Β· π¦ 240K Β· π 210 - 26% open Β· β±οΈ 23.07.2021):
+- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 72 Β· π 170 Β· π₯ 170 Β· π¦ 270K Β· π 230 - 28% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/pypa/packaging
```
-- [PyPi](https://pypi.org/project/packaging) (π₯ 68M / month Β· π¦ 29K Β· β±οΈ 03.07.2021):
+- [PyPi](https://pypi.org/project/packaging) (π₯ 83M / month Β· π¦ 29K Β· β±οΈ 29.10.2021):
```
pip install packaging
```
-- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 9.1M Β· β±οΈ 03.07.2021):
+- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 11M Β· β±οΈ 29.10.2021):
```
conda install -c conda-forge packaging
```
pyinstaller (π₯28 Β· β 8.4K Β· π) - Freeze (package) Python programs into stand-alone.. βοΈGPL-2.0
+Nuitka (π₯28 Β· β 6K) - Nuitka is a Python compiler written in Python. It's fully compatible.. Apache-2
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 410 Β· π 1.7K Β· π₯ 720K Β· π 4.3K - 7% open Β· β±οΈ 25.08.2021):
-
- ```
- git clone https://github.com/pyinstaller/pyinstaller
- ```
-- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 550K / month Β· β±οΈ 07.08.2021):
- ```
- pip install pyinstaller
- ```
-- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 260K Β· β±οΈ 09.08.2021):
- ```
- conda install -c conda-forge pyinstaller
- ```
-Nuitka (π₯27 Β· β 5.7K) - Nuitka is a Python compiler written in Python. It's fully compatible.. Apache-2
-
-- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 100 Β· π 330 Β· π 990 - 22% open Β· β±οΈ 26.08.2021):
+- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 100 Β· π 340 Β· π 1.1K - 20% open Β· β±οΈ 16.11.2021):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 21K / month Β· π¦ 54 Β· β±οΈ 25.08.2021):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 27K / month Β· π¦ 54 Β· β±οΈ 15.11.2021):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 310K Β· β±οΈ 25.08.2021):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 320K Β· β±οΈ 15.11.2021):
```
conda install -c conda-forge nuitka
```
pex (π₯26 Β· β 1.9K) - A library and tool for generating .pex (Python EXecutable) files. Apache-2
+pyinstaller (π₯27 Β· β 8.6K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
-- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 100 Β· π 200 Β· π₯ 370K Β· π 720 - 20% open Β· β±οΈ 23.08.2021):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 420 Β· π 1.7K Β· π₯ 720K Β· π 4.3K - 7% open Β· β±οΈ 16.11.2021):
+
+ ```
+ git clone https://github.com/pyinstaller/pyinstaller
+ ```
+- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 650K / month Β· β±οΈ 10.11.2021):
+ ```
+ pip install pyinstaller
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 270K Β· β±οΈ 13.11.2021):
+ ```
+ conda install -c conda-forge pyinstaller
+ ```
+pex (π₯26 Β· β 2K) - A library and tool for generating .pex (Python EXecutable) files. Apache-2
+
+- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 100 Β· π 210 Β· π₯ 480K Β· π 750 - 19% open Β· β±οΈ 10.11.2021):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (π₯ 130K / month Β· π¦ 230 Β· β±οΈ 23.08.2021):
+- [PyPi](https://pypi.org/project/pex) (π₯ 170K / month Β· π¦ 230 Β· β±οΈ 11.11.2021):
```
pip install pex
```
briefcase (π₯25 Β· β 1.2K) - Tools to support converting a Python project into a standalone.. BSD-3
+py2app (π₯26 Β· β 160 Β· π) - py2app is a Python setuptools command which will allow you to make.. MIT
-- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 82 Β· π 190 Β· π 340 - 30% open Β· β±οΈ 10.07.2021):
-
- ```
- git clone https://github.com/beeware/briefcase
- ```
-- [PyPi](https://pypi.org/project/briefcase) (π₯ 2.9K / month Β· π¦ 24 Β· β±οΈ 06.03.2021):
- ```
- pip install briefcase
- ```
-py2exe (π₯24 Β· β 280) - A distutils extension to create standalone Windows programs from Python code. MIT
-
-- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 14 Β· π 42 Β· π₯ 11K Β· π¦ 1.2K Β· π 80 - 13% open Β· β±οΈ 24.04.2021):
-
- ```
- git clone https://github.com/py2exe/py2exe
- ```
-- [PyPi](https://pypi.org/project/py2exe) (π₯ 23K / month Β· π¦ 350 Β· β±οΈ 24.04.2021):
- ```
- pip install py2exe
- ```
-py2app (π₯23 Β· β 140) - py2app is a Python setuptools command which will allow you to make.. MIT
-
-- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 24 Β· π 10 Β· π¦ 3.8K Β· π 350 - 43% open Β· β±οΈ 06.04.2021):
+- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 26 Β· π 16 Β· π¦ 3.8K Β· π 370 - 27% open Β· β±οΈ 05.10.2021):
```
git clone https://github.com/ronaldoussoren/py2app
```
-- [PyPi](https://pypi.org/project/py2app) (π₯ 13K / month Β· π¦ 1.6K Β· β±οΈ 06.04.2021):
+- [PyPi](https://pypi.org/project/py2app) (π₯ 13K / month Β· π¦ 1.6K Β· β±οΈ 27.09.2021):
```
pip install py2app
```
cx_Freeze (π₯22 Β· β 770) - Create standalone executables from Python scripts, with the same.. Python-2.0
+briefcase (π₯24 Β· β 1.3K) - Tools to support converting a Python project into a standalone.. BSD-3
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 90 Β· π 160 Β· π 680 - 9% open Β· β±οΈ 25.08.2021):
+- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 87 Β· π 200 Β· π 360 - 27% open Β· β±οΈ 12.11.2021):
+
+ ```
+ git clone https://github.com/beeware/briefcase
+ ```
+- [PyPi](https://pypi.org/project/briefcase) (π₯ 3.3K / month Β· π¦ 24 Β· β±οΈ 06.03.2021):
+ ```
+ pip install briefcase
+ ```
+py2exe (π₯24 Β· β 320) - A distutils extension to create standalone Windows programs from Python code. MIT
+
+- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 14 Β· π 42 Β· π₯ 6.6K Β· π¦ 1.3K Β· π 90 - 4% open Β· β±οΈ 16.11.2021):
+
+ ```
+ git clone https://github.com/py2exe/py2exe
+ ```
+- [PyPi](https://pypi.org/project/py2exe) (π₯ 24K / month Β· π¦ 350 Β· β±οΈ 16.11.2021):
+ ```
+ pip install py2exe
+ ```
+cx_Freeze (π₯23 Β· β 820) - Create standalone executables from Python scripts, with the same.. Python-2.0
+
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 92 Β· π 170 Β· π 700 - 8% open Β· β±οΈ 07.11.2021):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
-- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 55K / month Β· π¦ 150 Β· β±οΈ 16.12.2017):
+- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 53K / month Β· π¦ 150 Β· β±οΈ 16.12.2017):
```
pip install cx_freeze
```
-- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 90K Β· β±οΈ 15.07.2021):
+- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 100K Β· β±οΈ 10.11.2021):
```
conda install -c conda-forge cx_freeze
```
pynsist (π₯22 Β· β 720) - Build Windows installers for Python applications. MIT
+pynsist (π₯22 Β· β 730) - Build Windows installers for Python applications. MIT
-- [GitHub](https://github.com/takluyver/pynsist) (π¨βπ» 28 Β· π 100 Β· π 160 - 16% open Β· β±οΈ 21.06.2021):
+- [GitHub](https://github.com/takluyver/pynsist) (π¨βπ» 28 Β· π 100 Β· π 160 - 15% open Β· β±οΈ 10.10.2021):
```
git clone https://github.com/takluyver/pynsist
```
-- [PyPi](https://pypi.org/project/pynsist) (π₯ 2.7K / month Β· π¦ 88 Β· β±οΈ 28.03.2021):
+- [PyPi](https://pypi.org/project/pynsist) (π₯ 1.8K / month Β· π¦ 88 Β· β±οΈ 28.03.2021):
```
pip install pynsist
```
shiv (π₯21 Β· β 1.2K) - shiv is a command line utility for building fully self contained Python.. BSD-2
+shiv (π₯20 Β· β 1.3K) - shiv is a command line utility for building fully self contained Python.. BSD-2
-- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 33 Β· π 69 Β· π₯ 140 Β· π 87 - 31% open Β· β±οΈ 28.06.2021):
+- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 34 Β· π 71 Β· π₯ 150 Β· π 90 - 30% open Β· β±οΈ 12.10.2021):
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (π₯ 7K / month Β· π¦ 10 Β· β±οΈ 30.04.2021):
+- [PyPi](https://pypi.org/project/shiv) (π₯ 7.5K / month Β· π¦ 10 Β· β±οΈ 30.04.2021):
```
pip install shiv
```
xar (π₯20 Β· β 1.5K) - executable archive format. BSD-3
+constructor (π₯19 Β· β 330) - tool for creating installers from conda packages. BSD-3
-- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 24 Β· π 45 Β· π¦ 15 Β· π 29 - 27% open Β· β±οΈ 23.08.2021):
-
- ```
- git clone https://github.com/facebookincubator/xar
- ```
-- [PyPi](https://pypi.org/project/xar) (π₯ 260 / month Β· β±οΈ 02.12.2020):
- ```
- pip install xar
- ```
-constructor (π₯20 Β· β 320) - tool for creating installers from conda packages. BSD-3
-
-- [GitHub](https://github.com/conda/constructor) (π¨βπ» 47 Β· π 120 Β· π₯ 220 Β· π¦ 10 Β· π 240 - 17% open Β· β±οΈ 26.08.2021):
+- [GitHub](https://github.com/conda/constructor) (π¨βπ» 47 Β· π 130 Β· π₯ 220 Β· π¦ 10 Β· π 250 - 22% open Β· β±οΈ 26.08.2021):
```
git clone https://github.com/conda/constructor
```
-- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 4.4K Β· β±οΈ 01.04.2021):
+- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 4.7K Β· β±οΈ 01.04.2021):
```
conda install -c anaconda constructor
```
PyOxidizer (π₯16 Β· β 3.1K) - A modern Python application packaging and distribution tool. MPL-2.0
+xar (π₯18 Β· β 1.5K) - executable archive format. BSD-3
-- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 34 Β· π 120 Β· π₯ 550 Β· π 360 - 59% open Β· β±οΈ 21.08.2021):
+- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 29 Β· π 45 Β· π¦ 16 Β· π 29 - 27% open Β· β±οΈ 10.11.2021):
+
+ ```
+ git clone https://github.com/facebookincubator/xar
+ ```
+- [PyPi](https://pypi.org/project/xar) (π₯ 110 / month Β· β±οΈ 02.12.2020):
+ ```
+ pip install xar
+ ```
+PyOxidizer (π₯16 Β· β 3.3K) - A modern Python application packaging and distribution tool. MPL-2.0
+
+- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 37 Β· π 130 Β· π₯ 1.2K Β· π 400 - 60% open Β· β±οΈ 05.11.2021):
```
git clone https://github.com/indygreg/PyOxidizer
@@ -2716,8 +2730,8 @@ This curated list contains 250 awesome open-source projects with a total of 610K
Show 2 hidden projects...
-- subpar (π₯13 Β· β 490 Β· π) - Subpar is a utility for creating self-contained python.. Apache-2
-- pyship (π₯11 Β· β 13) - pyship - ship Python desktop apps to end users. MIT
+- subpar (π₯14 Β· β 500 Β· π) - Subpar is a utility for creating self-contained python.. Apache-2
+- pyship (π₯10 Β· β 15) - pyship - ship Python desktop apps to end users. MIT
@@ -2725,89 +2739,89 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-setuptools (π₯34 Β· β 1.4K) - Official project repository for the Setuptools build system. MIT
+setuptools (π₯34 Β· β 1.5K) - Official project repository for the Setuptools build system. MIT
-- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 450 Β· π 750 Β· π₯ 110 Β· π¦ 110K Β· π 1.8K - 31% open Β· β±οΈ 21.07.2021):
+- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 470 Β· π 790 Β· π₯ 110 Β· π¦ 120K Β· π 1.9K - 28% open Β· β±οΈ 15.11.2021):
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (π₯ 120M / month Β· π¦ 58K Β· β±οΈ 19.07.2021):
+- [PyPi](https://pypi.org/project/setuptools) (π₯ 170M / month Β· π¦ 58K Β· β±οΈ 16.11.2021):
```
pip install setuptools
```
-- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 25M Β· β±οΈ 16.08.2021):
+- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 29M Β· β±οΈ 16.11.2021):
```
conda install -c conda-forge setuptools
```
invoke (π₯32 Β· β 3.4K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 56 Β· π 290 Β· π¦ 8.5K Β· π 670 - 46% open Β· β±οΈ 12.07.2021):
+- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 56 Β· π 290 Β· π¦ 9.4K Β· π 690 - 48% open Β· β±οΈ 16.10.2021):
```
git clone https://github.com/pyinvoke/invoke
```
-- [PyPi](https://pypi.org/project/invoke) (π₯ 1.8M / month Β· π¦ 4.6K Β· β±οΈ 09.07.2021):
+- [PyPi](https://pypi.org/project/invoke) (π₯ 2.2M / month Β· π¦ 4.6K Β· β±οΈ 09.07.2021):
```
pip install invoke
```
-- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 390K Β· β±οΈ 10.07.2021):
+- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 470K Β· β±οΈ 10.07.2021):
```
conda install -c conda-forge invoke
```
wheel (π₯32 Β· β 250) - The official binary distribution format for Python. MIT
-
-- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 61 Β· π 99 Β· π 330 - 9% open Β· β±οΈ 18.08.2021):
-
- ```
- git clone https://github.com/pypa/wheel
- ```
-- [PyPi](https://pypi.org/project/wheel) (π₯ 94M / month Β· π¦ 63K Β· β±οΈ 09.08.2021):
- ```
- pip install wheel
- ```
-- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 20M Β· β±οΈ 13.08.2021):
- ```
- conda install -c conda-forge wheel
- ```
-buildbot (π₯31 Β· β 4.7K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
-- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 790 Β· π 1.5K Β· π₯ 17K Β· π¦ 250 Β· π 1.4K - 47% open Β· β±οΈ 26.08.2021):
+- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 800 Β· π 1.6K Β· π₯ 18K Β· π¦ 260 Β· π 1.4K - 45% open Β· β±οΈ 11.11.2021):
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (π₯ 57K / month Β· π¦ 890 Β· β±οΈ 31.07.2021):
+- [PyPi](https://pypi.org/project/buildbot) (π₯ 56K / month Β· π¦ 890 Β· β±οΈ 16.10.2021):
```
pip install buildbot
```
-- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 41K Β· β±οΈ 31.07.2021):
+- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 46K Β· β±οΈ 16.10.2021):
```
conda install -c conda-forge buildbot
```
twine (π₯30 Β· β 1.2K) - Utilities for interacting with PyPI. Apache-2
-- [GitHub](https://github.com/pypa/twine) (π¨βπ» 100 Β· π 240 Β· π¦ 45K Β· π 370 - 12% open Β· β±οΈ 01.08.2021):
+- [GitHub](https://github.com/pypa/twine) (π¨βπ» 100 Β· π 250 Β· π¦ 49K Β· π 380 - 9% open Β· β±οΈ 12.11.2021):
```
git clone https://github.com/pypa/twine
```
-- [PyPi](https://pypi.org/project/twine) (π₯ 2.2M / month Β· π¦ 18K Β· β±οΈ 20.07.2021):
+- [PyPi](https://pypi.org/project/twine) (π₯ 2.5M / month Β· π¦ 18K Β· β±οΈ 10.11.2021):
```
pip install twine
```
-- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 320K Β· β±οΈ 20.07.2021):
+- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 370K Β· β±οΈ 10.11.2021):
```
conda install -c conda-forge twine
```
scons (π₯28 Β· β 1.2K) - SCons - a software construction tool. MIT
+wheel (π₯30 Β· β 280 Β· π) - The official binary distribution format for Python. MIT
-- [GitHub](https://github.com/SCons/scons) (π¨βπ» 130 Β· π 240 Β· π₯ 370 Β· π 3.3K - 19% open Β· β±οΈ 25.08.2021):
+- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 62 Β· π 100 Β· π 330 - 9% open Β· β±οΈ 07.10.2021):
+
+ ```
+ git clone https://github.com/pypa/wheel
+ ```
+- [PyPi](https://pypi.org/project/wheel) (π₯ 98M / month Β· π¦ 63K Β· β±οΈ 09.08.2021):
+ ```
+ pip install wheel
+ ```
+- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 23M Β· β±οΈ 13.08.2021):
+ ```
+ conda install -c conda-forge wheel
+ ```
+scons (π₯28 Β· β 1.3K) - SCons - a software construction tool. MIT
+
+- [GitHub](https://github.com/SCons/scons) (π¨βπ» 140 Β· π 250 Β· π₯ 380 Β· π 3.3K - 19% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/SCons/scons
@@ -2816,79 +2830,79 @@ This curated list contains 250 awesome open-source projects with a total of 610K
```
pip install scons
```
-- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 220K Β· β±οΈ 01.08.2021):
+- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 240K Β· β±οΈ 04.11.2021):
```
conda install -c conda-forge scons
```
flit (π₯27 Β· β 1.5K) - Simplified packaging of Python modules. BSD-3
+doit (π₯28 Β· β 1.1K) - task management & automation tool. MIT
-- [GitHub](https://github.com/takluyver/flit) (π¨βπ» 44 Β· π 79 Β· π 260 - 33% open Β· β±οΈ 16.08.2021):
-
- ```
- git clone https://github.com/takluyver/flit
- ```
-- [PyPi](https://pypi.org/project/flit) (π₯ 79K / month Β· π¦ 230 Β· β±οΈ 31.07.2021):
- ```
- pip install flit
- ```
-- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 91K Β· β±οΈ 31.07.2021):
- ```
- conda install -c conda-forge flit
- ```
-doit (π₯27 Β· β 1.1K) - task management & automation tool. MIT
-
-- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 56 Β· π 130 Β· π¦ 780 Β· π 260 - 25% open Β· β±οΈ 06.07.2021):
+- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 59 Β· π 140 Β· π¦ 820 Β· π 260 - 24% open Β· β±οΈ 15.11.2021):
```
git clone https://github.com/pydoit/doit
```
-- [PyPi](https://pypi.org/project/doit) (π₯ 210K / month Β· π¦ 470 Β· β±οΈ 04.09.2020):
+- [PyPi](https://pypi.org/project/doit) (π₯ 230K / month Β· π¦ 470 Β· β±οΈ 04.09.2020):
```
pip install doit
```
-- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 65K Β· β±οΈ 11.10.2020):
+- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 69K Β· β±οΈ 11.10.2020):
```
conda install -c conda-forge doit
```
pybuilder (π₯26 Β· β 1.3K Β· π€) - Software build automation tool for Python. Apache-2
+flit (π₯27 Β· β 1.5K) - Simplified packaging of Python modules. BSD-3
-- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 35 Β· π 230 Β· π 480 - 18% open Β· β±οΈ 18.10.2020):
+- [GitHub](https://github.com/takluyver/flit) (π¨βπ» 48 Β· π 82 Β· π 280 - 34% open Β· β±οΈ 12.11.2021):
+
+ ```
+ git clone https://github.com/takluyver/flit
+ ```
+- [PyPi](https://pypi.org/project/flit) (π₯ 350K / month Β· π¦ 230 Β· β±οΈ 10.10.2021):
+ ```
+ pip install flit
+ ```
+- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 97K Β· β±οΈ 12.10.2021):
+ ```
+ conda install -c conda-forge flit
+ ```
+pybuilder (π₯27 Β· β 1.3K) - Software build automation tool for Python. Apache-2
+
+- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 36 Β· π 240 Β· π 500 - 17% open Β· β±οΈ 08.11.2021):
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (π₯ 17K / month Β· π¦ 110 Β· β±οΈ 07.05.2021):
+- [PyPi](https://pypi.org/project/pybuilder) (π₯ 18K / month Β· π¦ 110 Β· β±οΈ 08.11.2021):
```
pip install pybuilder
```
setuptools_scm (π₯25 Β· β 480) - the blessed package to manage your versions by scm tags. MIT
+setuptools_scm (π₯26 Β· β 520) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 90 Β· π 140 Β· π 340 - 21% open Β· β±οΈ 26.08.2021):
+- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 92 Β· π 150 Β· π 370 - 22% open Β· β±οΈ 12.10.2021):
```
git clone https://github.com/pypa/setuptools_scm
```
-- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 11M / month Β· π¦ 690 Β· β±οΈ 09.08.2018):
+- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 13M / month Β· π¦ 690 Β· β±οΈ 09.08.2018):
```
pip install setuptools_scm
```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 730K Β· β±οΈ 17.03.2021):
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 810K Β· β±οΈ 11.09.2021):
```
conda install -c conda-forge setuptools_scm
```
paver (π₯25 Β· β 440) - Python-based project scripting. BSD-3
+paver (π₯24 Β· β 440) - Python-based project scripting. BSD-3
- [GitHub](https://github.com/paver/paver) (π¨βπ» 45 Β· π 78 Β· π 130 - 28% open Β· β±οΈ 21.06.2021):
```
git clone https://github.com/paver/paver
```
-- [PyPi](https://pypi.org/project/paver) (π₯ 32K / month Β· π¦ 1.9K Β· β±οΈ 31.12.2017):
+- [PyPi](https://pypi.org/project/paver) (π₯ 36K / month Β· π¦ 1.9K Β· β±οΈ 31.12.2017):
```
pip install paver
```
@@ -2897,21 +2911,21 @@ This curated list contains 250 awesome open-source projects with a total of 610K
conda install -c conda-forge paver
```
universal-build (π₯14 Β· β 12) - Universal build utilities for containerized build pipelines. MIT
+universal-build (π₯14 Β· β 13) - Universal build utilities for containerized build pipelines. MIT
-- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 4 Β· π 5 Β· π₯ 16 Β· π¦ 5 Β· β±οΈ 25.08.2021):
+- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 4 Β· π 5 Β· π₯ 16 Β· π¦ 6 Β· β±οΈ 17.11.2021):
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 300 / month Β· β±οΈ 12.12.2020):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 440 / month Β· β±οΈ 12.12.2020):
```
pip install universal-build
```
Show 2 hidden projects...
-- buildout (π₯28 Β· β 520) - Buildout is a deployment automation tool written in and extended.. βοΈZPL-2.1
+- buildout (π₯27 Β· β 520) - Buildout is a deployment automation tool written in and extended.. βοΈZPL-2.1
- pynt (π₯18 Β· β 150 Β· π) - A pynt of Python build. MIT
@@ -2920,130 +2934,130 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-psutil (π₯37 Β· β 7.6K Β· π) - Cross-platform lib for process and system monitoring in Python. BSD-3
+psutil (π₯37 Β· β 7.8K) - Cross-platform lib for process and system monitoring in Python. BSD-3
-- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 160 Β· π 1.1K Β· π¦ 100K Β· π 1.5K - 13% open Β· β±οΈ 20.08.2021):
+- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 170 Β· π 1.2K Β· π¦ 120K Β· π 1.5K - 13% open Β· β±οΈ 14.11.2021):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 27M / month Β· π¦ 25K Β· β±οΈ 19.12.2020):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 36M / month Β· π¦ 25K Β· β±οΈ 19.12.2020):
```
pip install psutil
```
-- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 7.7M Β· β±οΈ 29.06.2021):
+- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 9M Β· β±οΈ 02.11.2021):
```
conda install -c conda-forge psutil
```
Glances (π₯30 Β· β 19K) - Glances an Eye on your system. A top/htop alternative for.. βοΈLGPL-3.0
+Glances (π₯31 Β· β 19K) - Glances an Eye on your system. A top/htop alternative for.. βοΈLGPL-3.0
-- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 140 Β· π 1.2K Β· π₯ 470 Β· π¦ 320 Β· π 1.4K - 14% open Β· β±οΈ 21.08.2021):
+- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 150 Β· π 1.2K Β· π₯ 690 Β· π¦ 340 Β· π 1.4K - 14% open Β· β±οΈ 14.11.2021):
```
git clone https://github.com/nicolargo/glances
```
-- [PyPi](https://pypi.org/project/glances) (π₯ 200K / month Β· π¦ 50 Β· β±οΈ 21.08.2021):
+- [PyPi](https://pypi.org/project/glances) (π₯ 130K / month Β· π¦ 50 Β· β±οΈ 21.08.2021):
```
pip install glances
```
-- [Conda](https://anaconda.org/conda-forge/glances) (π₯ 140K Β· β±οΈ 07.06.2021):
+- [Conda](https://anaconda.org/conda-forge/glances) (π₯ 150K Β· β±οΈ 13.09.2021):
```
conda install -c conda-forge glances
```
py-spy (π₯28 Β· β 7.2K) - Sampling profiler for Python programs. MIT
+py-spy (π₯28 Β· β 7.6K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 28 Β· π 270 Β· π₯ 6.2K Β· π 230 - 32% open Β· β±οΈ 18.08.2021):
+- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 29 Β· π 280 Β· π₯ 7K Β· π 240 - 30% open Β· β±οΈ 13.11.2021):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 700K / month Β· π¦ 50 Β· β±οΈ 31.07.2021):
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 540K / month Β· π¦ 50 Β· β±οΈ 13.11.2021):
```
pip install py-spy
```
line_profiler (π₯28 Β· β 3.5K) - Line-by-line profiling for Python. BSD-3
+Yappi (π₯28 Β· β 740) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT
-- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 25 Β· π 250 Β· π 45 - 73% open Β· β±οΈ 25.06.2021):
-
- ```
- git clone https://github.com/pyutils/line_profiler
- ```
-- [PyPi](https://pypi.org/project/line_profiler) (π₯ 240K / month Β· π¦ 690 Β· β±οΈ 20.12.2017):
- ```
- pip install line_profiler
- ```
-- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 200K Β· β±οΈ 05.06.2021):
- ```
- conda install -c conda-forge line_profiler
- ```
-memory-profiler (π₯27 Β· β 3K) - Monitor Memory usage of Python code. BSD-3
-
-- [GitHub](https://github.com/pythonprofilers/memory_profiler) (π¨βπ» 88 Β· π 310 Β· π 190 - 48% open Β· β±οΈ 12.06.2021):
-
- ```
- git clone https://github.com/pythonprofilers/memory_profiler
- ```
-- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 370K / month Β· π¦ 530 Β· β±οΈ 16.08.2018):
- ```
- pip install memory_profiler
- ```
-Yappi (π₯27 Β· β 690) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT
-
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 25 Β· π 48 Β· π¦ 460 Β· π 48 - 29% open Β· β±οΈ 10.08.2021):
+- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 27 Β· π 50 Β· π¦ 490 Β· π 54 - 29% open Β· β±οΈ 10.11.2021):
```
git clone https://github.com/sumerc/yappi
```
-- [PyPi](https://pypi.org/project/yappi) (π₯ 720K / month Β· π¦ 640 Β· β±οΈ 27.11.2020):
+- [PyPi](https://pypi.org/project/yappi) (π₯ 950K / month Β· π¦ 640 Β· β±οΈ 05.10.2021):
```
pip install yappi
```
-- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 88K Β· β±οΈ 28.11.2020):
+- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 93K Β· β±οΈ 07.11.2021):
```
conda install -c conda-forge yappi
```
Scalene (π₯25 Β· β 4.4K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
+memory-profiler (π₯27 Β· β 3.2K) - Monitor Memory usage of Python code. BSD-3
-- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 19 Β· π 150 Β· π¦ 59 Β· π 140 - 23% open Β· β±οΈ 23.08.2021):
+- [GitHub](https://github.com/pythonprofilers/memory_profiler) (π¨βπ» 90 Β· π 320 Β· π 210 - 50% open Β· β±οΈ 06.11.2021):
+
+ ```
+ git clone https://github.com/pythonprofilers/memory_profiler
+ ```
+- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 420K / month Β· π¦ 530 Β· β±οΈ 16.08.2018):
+ ```
+ pip install memory_profiler
+ ```
+Scalene (π₯26 Β· β 4.7K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
+
+- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 23 Β· π 160 Β· π¦ 73 Β· π 150 - 24% open Β· β±οΈ 17.11.2021):
```
git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (π₯ 4.1K / month Β· β±οΈ 16.07.2021):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 5K / month Β· β±οΈ 21.10.2021):
```
pip install scalene
```
pyinstrument (π₯25 Β· β 3.1K Β· π) - Call stack profiler for Python. Shows you why your code is.. BSD-3
+pyinstrument (π₯26 Β· β 3.6K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
-- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 29 Β· π 120 Β· π¦ 330 Β· π 86 - 17% open Β· β±οΈ 16.08.2021):
+- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 36 Β· π 150 Β· π¦ 420 Β· π 91 - 14% open Β· β±οΈ 14.11.2021):
```
git clone https://github.com/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 210K / month Β· π¦ 140 Β· β±οΈ 16.08.2021):
+- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 250K / month Β· π¦ 140 Β· β±οΈ 14.11.2021):
```
pip install pyinstrument
```
-- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 79K Β· β±οΈ 24.08.2021):
+- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 89K Β· β±οΈ 15.11.2021):
```
conda install -c conda-forge pyinstrument
```
pympler (π₯25 Β· β 800 Β· π€) - Development tool to measure, monitor and analyze the memory.. Apache-2
+line_profiler (π₯26 Β· β 3.5K) - Line-by-line profiling for Python. BSD-3
-- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 26 Β· π 67 Β· π 82 - 42% open Β· β±οΈ 15.10.2020):
+- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 27 Β· π 250 Β· π 48 - 58% open Β· β±οΈ 27.09.2021):
+
+ ```
+ git clone https://github.com/pyutils/line_profiler
+ ```
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 130K / month Β· π¦ 690 Β· β±οΈ 20.12.2017):
+ ```
+ pip install line_profiler
+ ```
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 220K Β· β±οΈ 13.11.2021):
+ ```
+ conda install -c conda-forge line_profiler
+ ```
+pympler (π₯26 Β· β 830) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2
+
+- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 29 Β· π 68 Β· π 83 - 42% open Β· β±οΈ 23.10.2021):
```
git clone https://github.com/pympler/pympler
```
-- [PyPi](https://pypi.org/project/pympler) (π₯ 330K / month Β· π¦ 480 Β· β±οΈ 14.10.2020):
+- [PyPi](https://pypi.org/project/pympler) (π₯ 570K / month Β· π¦ 480 Β· β±οΈ 14.10.2020):
```
pip install pympler
```
@@ -3052,59 +3066,59 @@ This curated list contains 250 awesome open-source projects with a total of 610K
conda install -c conda-forge pympler
```
Bpytop (π₯23 Β· β 7.2K) - Linux/OSX/FreeBSD resource monitor. Apache-2
+Bpytop (π₯23 Β· β 7.8K) - Linux/OSX/FreeBSD resource monitor. Apache-2
-- [GitHub](https://github.com/aristocratos/bpytop) (π¨βπ» 30 Β· π 280 Β· π 260 - 19% open Β· β±οΈ 07.06.2021):
+- [GitHub](https://github.com/aristocratos/bpytop) (π¨βπ» 30 Β· π 300 Β· π 270 - 19% open Β· β±οΈ 18.09.2021):
```
git clone https://github.com/aristocratos/bpytop
```
-- [PyPi](https://pypi.org/project/bpytop) (π₯ 8.6K / month Β· β±οΈ 07.06.2021):
+- [PyPi](https://pypi.org/project/bpytop) (π₯ 9.6K / month Β· β±οΈ 07.06.2021):
```
pip install bpytop
```
vprof (π₯22 Β· β 3.8K) - Visual profiler for Python. BSD-2
+vprof (π₯22 Β· β 3.8K Β· π€) - Visual profiler for Python. BSD-2
-- [GitHub](https://github.com/nvdv/vprof) (π¨βπ» 17 Β· π 160 Β· π¦ 76 Β· π 80 - 30% open Β· β±οΈ 20.02.2021):
+- [GitHub](https://github.com/nvdv/vprof) (π¨βπ» 17 Β· π 170 Β· π¦ 84 Β· π 81 - 30% open Β· β±οΈ 20.02.2021):
```
git clone https://github.com/nvdv/vprof
```
-- [PyPi](https://pypi.org/project/vprof) (π₯ 2.5K / month Β· π¦ 18 Β· β±οΈ 29.02.2020):
+- [PyPi](https://pypi.org/project/vprof) (π₯ 3.8K / month Β· π¦ 18 Β· β±οΈ 29.02.2020):
```
pip install vprof
```
Profiling (π₯21 Β· β 3K Β· π€) - Was an interactive continuous Python profiler. BSD-3
+heartrate (π₯21 Β· β 1.3K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
-- [GitHub](https://github.com/what-studio/profiling) (π¨βπ» 18 Β· π 110 Β· π¦ 38 Β· π 35 - 42% open Β· β±οΈ 24.08.2020):
-
- ```
- git clone https://github.com/what-studio/profiling
- ```
-- [PyPi](https://pypi.org/project/profiling) (π₯ 3.2K / month Β· π¦ 5 Β· β±οΈ 28.06.2017):
- ```
- pip install profiling
- ```
-heartrate (π₯18 Β· β 1.3K) - Simple real time visualisation of the execution of a Python program. MIT
-
-- [GitHub](https://github.com/alexmojaki/heartrate) (π¨βπ» 2 Β· π 110 Β· π¦ 24 Β· π 6 - 66% open Β· β±οΈ 06.07.2021):
+- [GitHub](https://github.com/alexmojaki/heartrate) (π¨βπ» 3 Β· π 120 Β· π¦ 26 Β· π 7 - 57% open Β· β±οΈ 13.11.2021):
```
git clone https://github.com/alexmojaki/heartrate
```
-- [PyPi](https://pypi.org/project/heartrate) (π₯ 280 / month Β· β±οΈ 14.08.2019):
+- [PyPi](https://pypi.org/project/heartrate) (π₯ 1.3K / month Β· β±οΈ 13.11.2021):
```
pip install heartrate
```
pyheat (π₯19 Β· β 680) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
+
+- [GitHub](https://github.com/csurfer/pyheat) (π¨βπ» 5 Β· π 37 Β· π¦ 32 Β· π 12 - 25% open Β· β±οΈ 18.09.2021):
+
+ ```
+ git clone https://github.com/csurfer/pyheat
+ ```
+- [PyPi](https://pypi.org/project/py-heat) (π₯ 3.5K / month Β· π¦ 10 Β· β±οΈ 06.12.2018):
+ ```
+ pip install py-heat
+ ```
+Show 4 hidden projects...
-- Diamond (π₯26 Β· β 1.6K Β· π) - Diamond is a python daemon that collects system metrics and publishes.. MIT
-- memory_profiler (π₯22 Β· β 65 Β· π) - Monitor Memory usage of Python code. BSD-3
-- pyheat (π₯17 Β· β 510 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
+- Diamond (π₯27 Β· β 1.6K Β· π) - Diamond is a python daemon that collects system metrics and publishes.. MIT
+- memory_profiler (π₯22 Β· β 66 Β· π) - Monitor Memory usage of Python code. BSD-3
+- Profiling (π₯21 Β· β 3K Β· π) - Was an interactive continuous Python profiler. BSD-3
- livepython (π₯12 Β· β 2.5K Β· π) - Visually trace Python code in real-time. MIT
@@ -3113,53 +3127,53 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-typed_ast (π₯29 Β· β 190) - Modified fork of CPython's ast module that parses `# type:`.. Apache-2
+typed_ast (π₯30 Β· β 190) - Modified fork of CPython's ast module that parses `# type:`.. Apache-2
-- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 21 Β· π 48 Β· π 80 - 6% open Β· β±οΈ 12.04.2021):
+- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 23 Β· π 50 Β· π 84 - 4% open Β· β±οΈ 12.11.2021):
```
git clone https://github.com/python/typed_ast
```
-- [PyPi](https://pypi.org/project/typed_ast) (π₯ 15M / month Β· π¦ 10K Β· β±οΈ 11.04.2021):
+- [PyPi](https://pypi.org/project/typed_ast) (π₯ 13M / month Β· π¦ 10K Β· β±οΈ 12.11.2021):
```
pip install typed_ast
```
gast (π₯28 Β· β 110) - Python AST that abstracts the underlying Python version. BSD-3
+astor (π₯28 Β· β 610) - Python AST read/write. BSD-3
-- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 22 Β· π¦ 64K Β· β±οΈ 06.08.2021):
-
- ```
- git clone https://github.com/serge-sans-paille/gast
- ```
-- [PyPi](https://pypi.org/project/gast) (π₯ 9.2M / month Β· π¦ 3.4K Β· β±οΈ 02.08.2021):
- ```
- pip install gast
- ```
-- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 1.2M Β· β±οΈ 29.06.2021):
- ```
- conda install -c conda-forge gast
- ```
-astor (π₯27 Β· β 600) - Python AST read/write. BSD-3
-
-- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 31 Β· π 84 Β· π 110 - 32% open Β· β±οΈ 15.03.2021):
+- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 31 Β· π 84 Β· π 110 - 31% open Β· β±οΈ 27.10.2021):
```
git clone https://github.com/berkerpeksag/astor
```
-- [PyPi](https://pypi.org/project/astor) (π₯ 4.1M / month Β· π¦ 3.8K Β· β±οΈ 10.12.2019):
+- [PyPi](https://pypi.org/project/astor) (π₯ 4.7M / month Β· π¦ 3.8K Β· β±οΈ 10.12.2019):
```
pip install astor
```
-- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 1.3M Β· β±οΈ 01.07.2020):
+- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 1.4M Β· β±οΈ 01.07.2020):
```
conda install -c conda-forge astor
```
asteval (π₯24 Β· β 120) - minimalistic evaluator of python expression using ast module. MIT
+gast (π₯28 Β· β 120) - Python AST that abstracts the underlying Python version. BSD-3
-- [GitHub](https://github.com/newville/asteval) (π¨βπ» 19 Β· π 32 Β· π¦ 610 Β· π 52 - 11% open Β· β±οΈ 26.07.2021):
+- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 24 Β· π¦ 70K Β· π 26 - 3% open Β· β±οΈ 13.11.2021):
+
+ ```
+ git clone https://github.com/serge-sans-paille/gast
+ ```
+- [PyPi](https://pypi.org/project/gast) (π₯ 9.9M / month Β· π¦ 3.4K Β· β±οΈ 13.11.2021):
+ ```
+ pip install gast
+ ```
+- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 1.3M Β· β±οΈ 15.11.2021):
+ ```
+ conda install -c conda-forge gast
+ ```
+asteval (π₯25 Β· β 130) - minimalistic evaluator of python expression using ast module. MIT
+
+- [GitHub](https://github.com/newville/asteval) (π¨βπ» 19 Β· π 32 Β· π¦ 670 Β· π 52 - 11% open Β· β±οΈ 25.09.2021):
```
git clone https://github.com/newville/asteval
@@ -3168,14 +3182,14 @@ This curated list contains 250 awesome open-source projects with a total of 610K
```
pip install asteval
```
-- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 140K Β· β±οΈ 27.02.2021):
+- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 150K Β· β±οΈ 27.02.2021):
```
conda install -c conda-forge asteval
```
Show 1 hidden projects...
-- astunparse (π₯28 Β· β 170 Β· π) - An AST unparser for Python. BSD-3
+- astunparse (π₯27 Β· β 170 Β· π) - An AST unparser for Python. BSD-3
@@ -3183,18 +3197,18 @@ This curated list contains 250 awesome open-source projects with a total of 610K
-pre-commit (π₯32 Β· β 6.4K) - A framework for managing and maintaining multi-language pre-commit.. MIT
+pre-commit (π₯32 Β· β 6.8K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 120 Β· π 470 Β· π₯ 11K Β· π 1.2K - 1% open Β· β±οΈ 23.08.2021):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 130 Β· π 500 Β· π₯ 18K Β· π 1.3K - 1% open Β· β±οΈ 01.11.2021):
```
git clone https://github.com/pre-commit/pre-commit
```
-- [PyPi](https://pypi.org/project/pre-commit) (π₯ 3.3M / month Β· π¦ 2.1K Β· β±οΈ 06.08.2021):
+- [PyPi](https://pypi.org/project/pre-commit) (π₯ 4M / month Β· π¦ 2.1K Β· β±οΈ 03.09.2021):
```
pip install pre-commit
```
-- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 680K Β· β±οΈ 19.08.2021):
+- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 830K Β· β±οΈ 04.11.2021):
```
conda install -c conda-forge pre-commit
```
diff --git a/history/2021-11-17_changes.md b/history/2021-11-17_changes.md
new file mode 100644
index 0000000..1a77801
--- /dev/null
+++ b/history/2021-11-17_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._
+
+- prospector (π₯29 Β· β 1.5K Β· π) - Inspects Python source files and provides information about.. βοΈGPL-2.0
+- py2app (π₯26 Β· β 160 Β· π) - py2app is a Python setuptools command which will allow you to make.. MIT
+- mkdocs-awesome-pages-plugin (π₯22 Β· β 190 Β· π) - An MkDocs plugin that simplifies configuring page.. MIT MIT
+- mkdocs-print-site-plugin (π₯19 Β· β 27 Β· π) - MkDocs Plugin that adds an additional page that.. MIT MIT
+- flake8 (π₯33 Β· β 1.6K Β· π) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
+- pycodestyle (π₯31 Β· β 4.4K Β· π) - Simple Python style checker in one Python file. βοΈSaxpath
+- wheel (π₯30 Β· β 280 Β· π) - The official binary distribution format for Python. MIT
+- mamba (π₯21 Β· β 2.4K Β· π) - The Fast Cross-Platform Package Manager. BSD-3
+
diff --git a/history/2021-11-17_projects.csv b/history/2021-11-17_projects.csv
new file mode 100644
index 0000000..4c2482a
--- /dev/null
+++ b/history/2021-11-17_projects.csv
@@ -0,0 +1,255 @@
+,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,open_issue_count,labels,conda_id,pypi_id,commit_count,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,dockerhub_id,github_release_downloads,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,cargo_id,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,conda_forge,updated_github_id
+0,Python.org Packaging,https://packaging.python.org/overview/,True,An Overview of Packaging for Python.,packaging,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-web-python - Testing,https://github.com/ml-tooling/best-of-web-python,True,Testing libraries & tools for python web frameworks.,testing,0,True,ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000000,2021-11-17 17:48:39.000000,2021-11-17 17:41:52.000000,92.0,2.0,1366.0,2021-09-01 14:02:45.000000,2021.08.26,22.0,7.0,4.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,unittest,https://docs.python.org/3/library/unittest.html,True,Unittest is a test framework included in the Python standard library.,testing,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,38,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000000,2021-11-17 16:01:19.000000,2021-11-17 16:00:02.000000,1592.0,4817.0,4247.0,2021-11-10 17:23:23.000000,4.3.0,159.0,692.0,924.0,['sphinx'],conda-forge/sphinx,sphinx,18429.0,271871.0,167335.0,https://pypi.org/project/sphinx,2021-11-10 17:23:23.000000,104536.0,4018646.0,4087740.0,https://anaconda.org/conda-forge/sphinx,2021-11-10 20:31:12.931000,4352981.0,1.0,,,,,,,,,,,,,,,
+4,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,37,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000000,2021-11-16 10:09:57.000000,2021-09-20 16:15:31.000000,1034.0,537.0,20060.0,2021-09-20 15:24:06.000000,4.62.3,124.0,107.0,329.0,,conda-forge/tqdm,tqdm,1889.0,249791.0,223553.0,https://pypi.org/project/tqdm,2021-09-20 15:11:15.000000,26238.0,28174835.0,28308554.0,https://anaconda.org/conda-forge/tqdm,2021-09-20 17:51:38.361000,8680583.0,1.0,tqdm/tqdm,8024.0,https://hub.docker.com/r/tqdm/tqdm,2021-10-30 01:39:15.438974,2.0,3938.0,,,,,,,,,
+5,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,37,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000000,2021-11-15 19:40:09.000000,2021-11-14 18:03:48.000000,1163.0,1312.0,7850.0,2020-12-19 01:19:27.000000,5.8.0,83.0,172.0,199.0,,conda-forge/psutil,psutil,5725.0,143588.0,118922.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000000,24666.0,35972926.0,36106909.0,https://anaconda.org/conda-forge/psutil,2021-11-02 05:28:15.453000,8976887.0,1.0,,,,,,,,,,,,,,,
+6,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,37,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000000,2021-11-17 12:44:08.000000,2021-11-17 12:44:08.000000,459.0,1241.0,5006.0,2021-11-17 00:47:47.000000,0.18.1,31.0,149.0,27.0,,conda-forge/jedi,jedi,8256.0,177946.0,162040.0,https://pypi.org/project/jedi,2021-11-17 00:47:47.000000,15906.0,18756192.0,18869115.0,https://anaconda.org/conda-forge/jedi,2021-11-02 03:53:34.223000,6888361.0,1.0,,,,,,,,,,,,,,,
+7,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,36,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000000,2021-11-16 23:55:42.000000,2021-11-16 21:07:44.000000,1835.0,1500.0,13175.0,2021-10-12 21:59:03.000000,1.2.3,48.0,207.0,111.0,['mkdocs'],conda-forge/mkdocs,mkdocs,1608.0,22260.0,16318.0,https://pypi.org/project/mkdocs,2021-10-12 21:46:30.000000,5942.0,780208.0,782555.0,https://anaconda.org/conda-forge/mkdocs,2021-10-13 01:18:18.279000,157304.0,1.0,,,,,,,,,,,,,,,
+8,mypy,https://github.com/python/mypy,,Optional static typing for Python.,linters,36,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000000,2021-11-17 17:37:24.000000,2021-11-17 11:21:39.000000,1909.0,4996.0,11823.0,,,83.0,508.0,1956.0,,conda-forge/mypy,mypy,9882.0,56279.0,50195.0,https://pypi.org/project/mypy,2021-06-22 18:39:23.000000,6084.0,7987205.0,8017585.0,https://anaconda.org/conda-forge/mypy,2021-11-09 21:16:30.936000,1458279.0,1.0,,,,,,,,,,,,,,,
+9,pytest,https://github.com/pytest-dev/pytest,,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",testing,36,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000000,2021-11-17 15:07:35.000000,2021-11-13 13:57:37.000000,1862.0,4013.0,7945.0,2021-08-30 17:39:28.000000,6.2.5,148.0,754.0,726.0,['pytest'],conda-forge/pytest,pytest,,531471.0,400887.0,https://pypi.org/project/pytest,2021-08-30 17:39:00.000000,130584.0,33600617.0,33762223.0,https://anaconda.org/conda-forge/pytest,2021-11-02 14:19:16.940000,10342788.0,1.0,,,,,,,,,,,,,,,
+10,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,35,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000000,2021-11-17 09:50:28.000000,2021-11-12 17:47:16.000000,2436.0,5108.0,7537.0,2021-10-22 15:57:09.000000,21.3.1,113.0,644.0,911.0,,conda-forge/pip,pip,,83137.0,64471.0,https://pypi.org/project/pip,2021-10-22 15:57:09.000000,18666.0,95252145.0,95678772.0,https://anaconda.org/conda-forge/pip,2021-10-22 18:02:50.098000,27304162.0,1.0,,,,,,,,,,,,,,,
+11,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,35,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000000,2021-11-16 11:02:13.000000,2021-11-16 11:01:32.000000,1796.0,3473.0,6453.0,2021-10-15 08:56:42.000000,4.1.2,69.0,150.0,227.0,,conda-forge/robotframework,robotframework,13106.0,5886.0,4478.0,https://pypi.org/project/robotframework,2021-10-15 08:57:24.000000,1408.0,811540.0,813008.0,https://anaconda.org/conda-forge/robotframework,2021-10-15 13:26:14.612000,67270.0,1.0,,514.0,,,,,,,,,,,,,
+12,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,35,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000000,2021-11-17 11:00:30.000000,2021-10-11 16:52:26.000000,385.0,1137.0,2488.0,2021-10-07 07:28:06.000000,4.0.0a9,124.0,251.0,135.0,['pytest'],conda-forge/tox,tox,2052.0,87135.0,50735.0,https://pypi.org/project/tox,2021-09-16 09:44:58.000000,36400.0,3747069.0,3754641.0,https://anaconda.org/conda-forge/tox,2021-11-04 10:19:57.583000,378614.0,1.0,,,,,,,,,,,,,,,
+13,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,34,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000000,2021-11-17 02:38:57.000000,2021-11-17 02:30:19.000000,1511.0,1384.0,23591.0,2021-11-17 02:31:34.000000,21.11b0,35.0,281.0,347.0,,conda-forge/black,black,,101483.0,95255.0,https://pypi.org/project/black,2021-11-17 02:32:14.000000,6228.0,9632136.0,9691407.0,https://anaconda.org/conda-forge/black,2021-11-02 16:45:32.799000,2465676.0,1.0,,18094.0,,,,,,,,,,,,,
+14,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,34,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000000,2021-11-17 08:01:58.000000,2021-11-17 08:01:57.000000,1678.0,2955.0,22463.0,2021-11-15 01:40:53.000000,2021.11.15,302.0,394.0,579.0,,conda-forge/pipenv,pipenv,,25208.0,22934.0,https://pypi.org/project/pipenv,2021-11-15 01:40:53.000000,2274.0,4065580.0,4067373.0,https://anaconda.org/conda-forge/pipenv,2021-11-15 10:50:46.748000,44833.0,1.0,,,,,,,-3.0,,,,,,,,
+15,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,34,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000000,2021-11-03 13:22:29.000000,2021-10-30 04:18:06.000000,253.0,340.0,3940.0,2021-10-24 07:01:21.000000,1.6.0,68.0,51.0,92.0,,conda-forge/autopep8,autopep8,2730.0,106430.0,96246.0,https://pypi.org/project/autopep8,2021-10-24 06:47:35.000000,10184.0,2496743.0,2505463.0,https://anaconda.org/conda-forge/autopep8,2021-10-26 17:07:50.178000,566817.0,1.0,,,,,,,,,,,,,,,
+16,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,34,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000000,2021-11-16 11:52:20.000000,2021-11-15 23:59:43.000000,786.0,1339.0,1475.0,2021-11-16 02:31:59.000000,59.1.1,451.0,468.0,528.0,,conda-forge/setuptools,setuptools,,182539.0,124609.0,https://pypi.org/project/setuptools,2021-11-16 02:31:50.000000,57930.0,166357313.0,166811255.0,https://anaconda.org/conda-forge/setuptools,2021-11-16 05:35:10.625000,29052261.0,1.0,,113.0,,,,,,,,,,,,,
+17,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,34,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000000,2021-11-15 20:32:02.000000,2021-10-10 09:31:18.000000,155.0,199.0,1141.0,2021-10-04 01:48:57.000000,3.0.0,43.0,72.0,106.0,['pytest'],conda-forge/pytest-cov,pytest-cov,860.0,148154.0,104760.0,https://pypi.org/project/pytest-cov,2021-10-04 01:48:57.000000,43394.0,11007665.0,11067184.0,https://anaconda.org/conda-forge/pytest-cov,2021-10-04 14:17:04.977000,4047328.0,1.0,,,,,,,,,,,,,,,
+18,rich,https://github.com/willmcgugan/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,33,True,willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000000,2021-11-17 16:21:37.000000,2021-11-16 15:11:29.000000,997.0,569.0,30979.0,2021-11-16 15:15:03.000000,10.14.0,138.0,134.0,31.0,,conda-forge/rich,rich,2436.0,8522.0,8522.0,https://pypi.org/project/rich,2021-11-16 15:12:25.000000,0.0,2627181.0,2657231.0,https://anaconda.org/conda-forge/rich,2021-11-17 01:07:33.057000,480813.0,1.0,,,,,,,,,,,,,,,
+19,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,33,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000000,2021-11-17 16:05:19.000000,2021-11-17 01:47:53.000000,1421.0,2177.0,17100.0,2021-10-04 18:05:17.000000,1.1.11,141.0,314.0,1337.0,,conda-forge/poetry,poetry,1968.0,64.0,,https://pypi.org/project/poetry,2021-10-04 18:05:17.000000,64.0,4214635.0,4434010.0,https://anaconda.org/conda-forge/poetry,2021-11-16 18:20:49.130000,322140.0,2.0,,9258800.0,,,,,,,,,,,,,
+20,hypothesis,https://github.com/HypothesisWorks/hypothesis,,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",testing,33,True,HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000000,2021-11-16 13:56:25.849000,2021-11-16 12:06:19.000000,476.0,1114.0,5497.0,2021-11-16 10:58:11.000000,hypothesis-python-6.24.5,890.0,254.0,67.0,,conda-forge/hypothesis,hypothesis,11084.0,13065.0,10449.0,https://pypi.org/project/hypothesis,2021-11-16 10:57:53.000000,2616.0,2284798.0,2362811.0,https://anaconda.org/conda-forge/hypothesis,2021-11-16 13:56:25.849000,4992859.0,1.0,,,,,,,,,,,,,,,
+21,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,33,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000000,2021-11-15 17:08:53.000000,2021-11-12 05:03:34.000000,469.0,659.0,5314.0,2021-10-12 16:00:05.000000,6.4.0,97.0,163.0,127.0,,conda-forge/pip-tools,pip-tools,1670.0,3252.0,,https://pypi.org/project/pip-tools,2021-10-12 16:00:05.000000,3252.0,3614952.0,3615988.0,https://anaconda.org/conda-forge/pip-tools,2021-10-12 21:23:33.029000,19691.0,2.0,,,,,,,,,,,,,,,
+22,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,33,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000000,2021-11-17 05:10:46.000000,2021-11-17 05:10:46.000000,428.0,990.0,4308.0,2021-11-09 05:43:22.000000,5.10.1,132.0,251.0,32.0,,conda-forge/isort,isort,,228027.0,203809.0,https://pypi.org/project/isort,2021-11-09 05:42:44.000000,24218.0,17108211.0,17148515.0,https://anaconda.org/conda-forge/isort,2021-11-09 08:52:00.919000,2579489.0,2.0,,,,,,,,,,,,,,,
+23,sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,,Sphinx theme for readthedocs.org.,documentation,33,True,readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000000,2021-11-10 13:42:35.000000,2021-10-19 23:03:00.000000,1612.0,535.0,3879.0,2018-10-05 13:20:49.000000,0.4.2,23.0,108.0,190.0,['sphinx'],conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,1347.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000000,23474.0,1915271.0,1946011.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-09-17 07:30:33.268000,1936629.0,1.0,,,,,,,,,,,,,,,
+24,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,33,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000000,2021-11-15 05:51:09.000000,2021-11-15 05:51:08.000000,177.0,1286.0,1639.0,2021-10-11 12:42:47.000000,4.0.1,81.0,159.0,39.0,,conda-forge/flake8,flake8,,278054.0,206764.0,https://pypi.org/project/flake8,2021-10-11 12:42:47.000000,71290.0,14386741.0,14437804.0,https://anaconda.org/conda-forge/flake8,2021-11-02 21:24:52.298000,3319100.0,1.0,,,,,,,-3.0,,,,,,,,
+25,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,33,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000000,2021-10-20 13:56:41.000000,2021-10-06 20:38:45.000000,158.0,358.0,1088.0,2021-10-06 20:39:49.000000,2.4.0,31.0,78.0,83.0,,conda-forge/pyflakes,pyflakes,516.0,132763.0,106265.0,https://pypi.org/project/pyflakes,2021-10-06 20:39:49.000000,26498.0,14545371.0,14596644.0,https://anaconda.org/conda-forge/pyflakes,2021-10-07 19:30:05.408000,3332773.0,1.0,,,,,,,,,,,,,,,
+26,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,Technical documentation that just works.,documentation,32,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000000,2021-11-16 09:18:35.000000,2021-11-15 07:24:08.000000,1864.0,1171.0,7982.0,2021-11-13 13:34:43.000000,8.0.0b1,222.0,134.0,15.0,['mkdocs'],conda-forge/mkdocs-material,mkdocs-material,3732.0,11168.0,9666.0,https://pypi.org/project/mkdocs-material,2021-11-13 13:35:19.000000,1502.0,744520.0,746927.0,https://anaconda.org/conda-forge/mkdocs-material,2021-10-30 19:27:02.909000,72235.0,2.0,,,,,,,,,,,,,,,
+27,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,32,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000000,2021-11-16 20:01:50.000000,2021-11-01 20:05:53.000000,497.0,1249.0,6840.0,2021-09-03 00:45:09.000000,2.15.0,163.0,126.0,25.0,,conda-forge/pre-commit,pre-commit,2102.0,2136.0,,https://pypi.org/project/pre-commit,2021-09-03 00:33:45.000000,2136.0,3958512.0,3989692.0,https://anaconda.org/conda-forge/pre-commit,2021-11-04 17:44:26.308000,831997.0,1.0,,18328.0,,,,,,,,,,,,,
+28,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,32,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000000,2021-11-16 21:44:52.000000,2021-11-16 09:57:17.000000,1089.0,6165.0,4395.0,2021-06-30 04:55:46.000000,4.10.3,100.0,371.0,2055.0,,conda-forge/conda,conda,15775.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000000,2104.0,75058.0,441144.0,https://anaconda.org/conda-forge/conda,2021-11-03 05:49:25.112000,23063444.0,2.0,,,,,,,,,,,,,,,
+29,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,32,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000000,2021-11-15 18:11:47.000000,2021-11-01 21:39:26.000000,912.0,1116.0,4000.0,2021-11-01 08:01:30.000000,20.10.0,173.0,220.0,65.0,,conda-forge/virtualenv,virtualenv,,34422.0,,https://pypi.org/project/virtualenv,2021-11-01 08:01:30.000000,34422.0,23517021.0,23540170.0,https://anaconda.org/conda-forge/virtualenv,2021-11-02 07:32:46.596000,1296393.0,2.0,,,,,,,,,,,,,,,
+30,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,32,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000000,2021-11-17 15:22:56.000000,2021-11-13 01:35:32.000000,380.0,371.0,3701.0,2021-11-12 12:25:41.000000,1.7.1,32.0,137.0,187.0,,conda-forge/bandit,bandit,1181.0,11436.0,9082.0,https://pypi.org/project/bandit,2021-11-12 12:25:41.000000,2354.0,2125408.0,2128623.0,https://anaconda.org/conda-forge/bandit,2021-11-13 09:57:40.313000,96370.0,1.0,,121.0,,,,,,,,,,,,,
+31,invoke,https://github.com/pyinvoke/invoke,,Pythonic task management & command execution.,build-tools,32,True,pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000000,2021-11-09 09:27:42.000000,2021-10-16 04:43:50.000000,294.0,359.0,3444.0,2021-07-09 21:42:28.000000,1.6.0,52.0,56.0,334.0,,conda-forge/invoke,invoke,3523.0,14012.0,9410.0,https://pypi.org/project/invoke,2021-07-09 21:42:28.000000,4602.0,2191518.0,2198468.0,https://anaconda.org/conda-forge/invoke,2021-07-10 12:55:00.642000,465654.0,1.0,,,,,,,,,,,,,,,
+32,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,32,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000000,2021-10-25 05:23:45.000000,2016-03-04 01:16:26.000000,359.0,462.0,1341.0,2015-06-02 09:12:36.000000,1.3.7,14.0,95.0,447.0,,conda-forge/nose,nose,1004.0,203425.0,116951.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000000,86474.0,4493049.0,4522634.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277000,1952649.0,2.0,,,,,,,,,,,,,,,
+33,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,32,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000000,2021-07-27 23:18:51.000000,2021-07-27 23:18:45.000000,162.0,46.0,1114.0,2021-07-27 23:09:33.000000,2.0.2,20.0,46.0,23.0,,conda-forge/python-json-logger,python-json-logger,196.0,19310.0,18392.0,https://pypi.org/project/python-json-logger,2021-07-27 23:09:33.000000,918.0,4347423.0,4365657.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855000,1002900.0,1.0,,,,,,,,,,,,,,,
+34,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,32,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000000,2021-11-17 15:09:50.069000,2021-11-17 13:37:34.000000,247.0,398.0,1083.0,2021-11-17 13:10:28.000000,1.5.0,136.0,109.0,198.0,,conda-forge/sentry-sdk,sentry-sdk,1315.0,16601.0,15615.0,https://pypi.org/project/sentry-sdk,2021-11-17 13:10:25.000000,986.0,11117077.0,11120363.0,https://anaconda.org/conda-forge/sentry-sdk,2021-11-17 15:09:50.069000,113978.0,1.0,,4476.0,,,,,,,,,,,,,
+35,Glances,https://github.com/nicolargo/glances,,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",profiling,31,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000000,2021-11-14 14:56:55.000000,2021-11-14 11:23:26.000000,1237.0,1208.0,19462.0,2021-08-14 15:24:27.000000,3.2.3,59.0,149.0,206.0,,conda-forge/glances,glances,4138.0,395.0,345.0,https://pypi.org/project/glances,2021-08-21 06:39:00.000000,50.0,125500.0,127674.0,https://anaconda.org/conda-forge/glances,2021-09-13 17:25:17.813000,147255.0,1.0,,693.0,,,,,,,,,,,,,
+36,loguru,https://github.com/Delgan/loguru,,Python logging made (stupidly) simple.,logging,31,True,Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000000,2021-11-02 13:32:36.476000,2021-09-09 07:14:10.000000,455.0,402.0,10263.0,2020-09-20 07:56:32.000000,0.5.3,17.0,30.0,78.0,,conda-forge/loguru,loguru,562.0,12155.0,11813.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000000,342.0,2069859.0,2079057.0,https://anaconda.org/conda-forge/loguru,2021-11-02 13:32:36.476000,303552.0,2.0,,,,,,,,,,,,,,,
+37,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,31,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000000,2021-11-16 09:51:57.000000,2021-09-14 17:41:07.000000,781.0,197.0,5730.0,2021-07-07 17:05:04.000000,0.9.53,50.0,51.0,342.0,,conda-forge/pyautogui,pyautogui,402.0,11879.0,11271.0,https://pypi.org/project/pyautogui,2021-07-07 17:05:04.000000,608.0,505019.0,507893.0,https://anaconda.org/conda-forge/pyautogui,2021-11-11 10:15:02.687000,137980.0,2.0,,,,,,,,,,,,,,,
+38,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,31,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000000,2021-11-11 12:51:57.000000,2021-11-11 12:51:57.000000,1557.0,749.0,4713.0,2021-10-16 08:31:36.000000,3.4.0,114.0,802.0,628.0,,conda-forge/buildbot,buildbot,22378.0,1150.0,258.0,https://pypi.org/project/buildbot,2021-10-16 08:31:36.000000,892.0,55971.0,58051.0,https://anaconda.org/conda-forge/buildbot,2021-10-16 13:45:45.804000,45619.0,2.0,,18026.0,,,,,,,,,,,,,
+39,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,31,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000000,2021-11-09 14:45:31.000000,2021-11-09 14:45:31.000000,614.0,552.0,4448.0,2021-10-11 00:56:25.000000,2.8.0,13.0,128.0,113.0,,conda-forge/pycodestyle,pycodestyle,,193761.0,172531.0,https://pypi.org/project/pycodestyle,2021-10-11 00:56:25.000000,21230.0,20475245.0,20528932.0,https://anaconda.org/conda-forge/pycodestyle,2021-10-11 20:03:59.620000,3489713.0,1.0,,,,,,,-3.0,,,,,,,,
+40,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,31,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000000,2021-11-17 17:43:40.000000,2021-11-17 13:13:34.000000,763.0,3032.0,3680.0,2021-09-16 20:55:08.000000,2.11.1,119.0,426.0,713.0,,conda-forge/pylint,pylint,,37734.0,,https://pypi.org/project/pylint,2021-09-16 20:55:08.000000,37734.0,9487095.0,9525612.0,https://anaconda.org/conda-forge/pylint,2021-09-17 15:38:30.268000,2426582.0,1.0,,,,,,,,,,,,,,,
+41,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,31,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000000,2021-11-12 00:40:23.000000,2021-08-25 15:42:15.000000,215.0,168.0,3054.0,2021-01-20 07:45:20.000000,1.1.0,56.0,97.0,90.0,,conda-forge/freezegun,freezegun,541.0,8352.0,,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000000,8352.0,3640537.0,3644727.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014000,284936.0,2.0,,,,,,,,,,,,,,,
+42,ipdb,https://github.com/gotcha/ipdb,,Integration of IPython pdb.,debugging,31,True,gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000000,2021-09-09 11:02:01.000000,2021-09-09 11:02:01.000000,133.0,111.0,1491.0,2021-06-02 11:43:46.000000,0.13.9,41.0,49.0,57.0,,conda-forge/ipdb,ipdb,352.0,45838.0,28940.0,https://pypi.org/project/ipdb,2021-06-02 11:43:46.000000,16898.0,1716292.0,1719663.0,https://anaconda.org/conda-forge/ipdb,2021-06-24 04:21:01.798000,215784.0,1.0,,,,,,,,,,,,,,,
+43,rope,https://github.com/python-rope/rope,,a python refactoring library.,refactoring,31,True,python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000000,2021-11-15 02:49:25.000000,2021-11-14 15:03:08.000000,146.0,161.0,1227.0,2021-11-11 10:23:05.000000,0.21.1,23.0,67.0,71.0,,conda-forge/rope,rope,2221.0,35621.0,32689.0,https://pypi.org/project/rope,2021-11-11 10:23:05.000000,2932.0,548522.0,559379.0,https://anaconda.org/conda-forge/rope,2021-11-11 16:46:46.109000,597170.0,1.0,,,,,,,,,,,,,,,
+44,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,31,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376000,2021-11-11 14:45:38.000000,2021-03-04 09:33:31.000000,82.0,59.0,1020.0,2021-02-22 07:34:12.000000,0.8.9,25.0,67.0,47.0,,conda-forge/tabulate,tabulate,502.0,63955.0,55853.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000000,8102.0,32542607.0,32567391.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132000,1635748.0,2.0,,,,,,,,,,,,,,,
+45,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,31,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000000,2021-10-27 20:54:21.000000,2021-10-15 23:55:22.000000,89.0,100.0,815.0,2021-10-15 23:29:49.000000,0.16.0,21.0,26.0,78.0,['pytest'],conda-forge/pytest-asyncio,pytest-asyncio,181.0,19471.0,17443.0,https://pypi.org/project/pytest-asyncio,2021-10-15 23:29:49.000000,2028.0,6805768.0,6818415.0,https://anaconda.org/conda-forge/pytest-asyncio,2021-10-18 14:13:21.673000,682979.0,2.0,,,,,,,,,,,,,,,
+46,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,31,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000000,2021-11-02 10:28:36.000000,2021-11-02 10:28:36.000000,155.0,250.0,792.0,2021-09-21 12:25:02.000000,2.4.0,57.0,76.0,204.0,['pytest'],conda-forge/pytest-xdist,pytest-xdist,934.0,7342.0,,https://pypi.org/project/pytest-xdist,2021-09-21 12:25:02.000000,7342.0,5119912.0,5151597.0,https://anaconda.org/conda-forge/pytest-xdist,2021-09-21 18:12:10.477000,2027841.0,2.0,,,,,,,,,,,,,,,
+47,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,31,True,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000000,2021-11-03 09:17:41.000000,2021-09-24 20:53:41.000000,176.0,53.0,627.0,2018-10-03 01:39:17.000000,0.7.12,24.0,28.0,85.0,['sphinx'],conda-forge/alabaster,alabaster,351.0,69105.0,54207.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000000,14898.0,3695872.0,3745770.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017000,3193498.0,2.0,,,,,,,,,,,,,,,
+48,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,31,True,TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000000,2021-11-11 21:00:03.000000,2021-11-11 20:58:33.000000,185.0,143.0,465.0,2021-11-11 21:00:03.000000,3.3.1,42.0,63.0,5.0,['pytest'],,coveralls,444.0,36510.0,19502.0,https://pypi.org/project/coveralls,2021-11-11 21:00:03.000000,17008.0,527672.0,527672.0,,,,2.0,,,,,,,,,,,,,,,
+49,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,31,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000000,2021-09-15 20:32:18.000000,2021-09-15 20:32:18.000000,75.0,95.0,458.0,2021-03-30 20:43:51.000000,0.8.2,25.0,43.0,8.0,,conda-forge/parso,parso,1094.0,170919.0,159555.0,https://pypi.org/project/parso,2021-03-30 20:43:51.000000,11364.0,18835936.0,18954775.0,https://anaconda.org/conda-forge/parso,2021-03-31 00:05:02.064000,5585467.0,1.0,,,,,,,,,,,,,,,
+50,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,31,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000000,2021-11-17 08:44:14.000000,2021-11-17 08:44:14.000000,171.0,163.0,349.0,2021-10-29 11:27:01.000000,21.2,38.0,72.0,66.0,,conda-forge/packaging,packaging,,303094.0,273894.0,https://pypi.org/project/packaging,2021-10-29 11:25:26.000000,29200.0,82865586.0,83031449.0,https://anaconda.org/conda-forge/packaging,2021-10-29 20:39:28.792000,10780743.0,1.0,,169.0,,,,,,,,,,,,,
+51,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,30,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000000,2021-11-05 18:47:19.000000,2021-11-05 18:47:19.000000,6124.0,97.0,18701.0,2020-07-01 21:59:00.000000,1.1.0,13.0,68.0,58.0,['sphinx'],conda-forge/numpydoc,numpydoc,,36146.0,28798.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000000,7348.0,249930.0,264999.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384000,874034.0,2.0,,,,,,,,,,,,,,,
+52,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,30,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000000,2021-11-08 10:33:00.000000,2021-11-08 10:32:15.000000,823.0,385.0,12168.0,2020-04-23 19:07:36.000000,0.30.0,67.0,132.0,333.0,,conda-forge/yapf,yapf,,29244.0,25838.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000000,3406.0,1715971.0,1729691.0,https://anaconda.org/conda-forge/yapf,2021-04-19 00:01:27.357000,891840.0,3.0,,,,,,,,,,,,,,,
+53,pipreqs,https://github.com/bndr/pipreqs,,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,dependency-managers,30,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000000,2021-10-23 09:23:42.000000,2021-10-23 09:17:21.000000,250.0,91.0,3786.0,2021-10-23 09:23:42.000000,0.4.11,39.0,51.0,94.0,,conda-forge/pipreqs,pipreqs,311.0,8079.0,7551.0,https://pypi.org/project/pipreqs,2021-10-23 09:15:35.000000,528.0,170318.0,170683.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131000,22654.0,3.0,,,,,,,,,,,,,,,
+54,factory_boy,https://github.com/FactoryBoy/factory_boy,,A test fixtures replacement for Python.,testing,30,True,FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000000,2021-10-26 21:47:41.376000,2021-10-19 08:01:13.000000,331.0,351.0,2691.0,2018-05-05 15:05:40.000000,2.11.1,36.0,117.0,157.0,,conda-forge/factory_boy,factory_boy,892.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000000,4256.0,2005540.0,2006926.0,https://anaconda.org/conda-forge/factory_boy,2021-10-26 21:47:41.376000,85958.0,2.0,,,,,,,,,,,,,,,
+55,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,30,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000000,2021-11-17 07:12:30.000000,2021-11-17 07:12:30.000000,312.0,900.0,1683.0,2021-06-21 19:33:18.000000,0.15.3,52.0,156.0,92.0,,,wemake-python-styleguide,1925.0,817.0,803.0,https://pypi.org/project/wemake-python-styleguide,2021-06-21 16:28:55.000000,14.0,135243.0,135243.0,,,,2.0,,,,,,,,,,,,,,,
+56,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,30,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000000,2021-07-19 14:00:45.000000,2019-10-16 17:48:40.000000,157.0,125.0,1409.0,2019-01-16 20:35:25.000000,1.4.3,41.0,76.0,56.0,,conda-forge/logbook,logbook,1194.0,4853.0,2789.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000000,2064.0,1036981.0,1038638.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145000,52939.0,2.0,,273.0,,,,,,,,,,,,,
+57,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,30,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000000,2021-11-12 12:07:03.000000,2021-11-12 12:07:03.000000,247.0,343.0,1184.0,2021-11-10 11:57:53.000000,3.6.0,45.0,104.0,38.0,,conda-forge/twine,twine,,66733.0,49229.0,https://pypi.org/project/twine,2021-11-10 11:40:36.000000,17504.0,2508486.0,2514282.0,https://anaconda.org/conda-forge/twine,2021-11-10 13:42:00.615000,365177.0,2.0,,,,,,,,,,,,,,,
+58,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,30,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000000,2021-11-10 15:43:12.000000,2021-10-10 13:58:44.000000,152.0,195.0,826.0,2021-05-17 20:37:45.000000,6.1.1,17.0,74.0,79.0,,conda-forge/pydocstyle,pydocstyle,714.0,24370.0,20450.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000000,3920.0,2055091.0,2062341.0,https://anaconda.org/conda-forge/pydocstyle,2021-05-18 22:35:13.379000,464058.0,2.0,,56.0,,,,,,,,,,,,,
+59,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,30,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580000,2021-10-08 03:15:32.000000,2021-10-07 22:22:38.000000,101.0,296.0,276.0,2021-08-09 20:48:33.000000,0.37.0,65.0,62.0,30.0,,conda-forge/wheel,wheel,,62544.0,,https://pypi.org/project/wheel,2021-08-09 20:48:33.000000,62544.0,98124871.0,98484741.0,https://anaconda.org/conda-forge/wheel,2021-08-13 19:04:03.566000,23031692.0,2.0,,,,,,,-2.0,,,,,,,,
+60,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,30,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000000,2021-11-12 00:01:38.000000,2021-11-12 00:01:26.000000,50.0,80.0,193.0,2021-11-12 00:00:24.000000,1.5.0,30.0,23.0,4.0,,,typed_ast,186.0,10362.0,,https://pypi.org/project/typed_ast,2021-11-12 00:00:24.000000,10362.0,12735830.0,12735830.0,,,,1.0,,,,,,,,,,,,,,,
+61,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,29,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000000,2021-09-14 17:19:37.000000,2021-09-11 09:46:36.000000,915.0,94.0,14772.0,2021-09-11 09:50:56.000000,1.0.0,55.0,26.0,18.0,,conda-forge/pysnooper,pysnooper,300.0,562.0,516.0,https://pypi.org/project/pysnooper,2021-09-11 09:50:56.000000,46.0,88510.0,89920.0,https://anaconda.org/conda-forge/pysnooper,2021-05-19 12:14:49.747000,42315.0,1.0,,,,,,,,,,,,,,,
+62,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,29,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000000,2021-11-14 22:05:38.000000,2021-11-14 22:05:37.000000,144.0,231.0,1539.0,2021-09-17 10:01:35.000000,1.5.1,100.0,78.0,52.0,,conda-forge/prospector,prospector,1112.0,1138.0,,https://pypi.org/project/prospector,2021-09-17 10:01:35.000000,1138.0,543128.0,543556.0,https://anaconda.org/conda-forge/prospector,2021-11-05 14:49:56.765000,27022.0,1.0,,,,,,,3.0,,,,,,,,
+63,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,29,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000000,2021-11-01 22:02:17.000000,2021-11-01 22:02:16.000000,98.0,91.0,1207.0,2021-05-18 11:53:27.000000,3.6.1,52.0,54.0,14.0,['pytest'],conda-forge/pytest-mock,pytest-mock,,27013.0,20833.0,https://pypi.org/project/pytest-mock,2021-05-06 19:21:18.000000,6180.0,5177042.0,5197313.0,https://anaconda.org/conda-forge/pytest-mock,2021-05-07 01:15:17.653000,1297389.0,2.0,,,,,,,,,,,,,,,
+64,progressbar2,https://github.com/WoLpH/python-progressbar,,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,logging,29,True,WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000000,2021-10-15 12:20:53.000000,2021-10-15 12:20:35.000000,100.0,187.0,731.0,2021-10-15 12:20:50.000000,3.55.0,98.0,40.0,6.0,,conda-forge/progressbar2,progressbar2,892.0,15475.0,13279.0,https://pypi.org/project/progressbar2,2021-10-15 12:20:50.000000,2196.0,2263544.0,2269510.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844000,362075.0,2.0,,1629.0,,,,,,,,,,,,,
+65,flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in..,linters,29,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000000,2021-11-15 14:45:52.000000,2021-10-29 18:28:02.000000,53.0,61.0,633.0,2021-09-29 14:41:52.000000,21.9.2,36.0,43.0,43.0,['flake8'],conda-forge/flake8-bugbear,flake8-bugbear,179.0,6723.0,5683.0,https://pypi.org/project/flake8-bugbear,2021-09-29 14:41:52.000000,1040.0,1257809.0,1277218.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-09-29 17:18:12.400000,524049.0,2.0,,,,,,,,,,,,,,,
+66,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,29,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000000,2021-11-17 06:49:15.000000,2021-11-07 11:45:49.000000,145.0,353.0,561.0,2021-09-14 23:59:31.000000,4.31.0,60.0,98.0,121.0,,conda-forge/breathe,breathe,1556.0,7378.0,5370.0,https://pypi.org/project/breathe,2021-09-14 23:57:53.000000,2008.0,177239.0,181164.0,https://anaconda.org/conda-forge/breathe,2021-09-15 02:02:02.185000,238206.0,2.0,,146.0,,,,,,,,,,,,,
+67,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,29,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000000,2021-11-02 19:08:46.000000,2021-01-23 03:26:17.000000,177.0,180.0,454.0,2020-12-13 15:24:58.000000,3.1.1,44.0,43.0,91.0,['pytest'],conda-forge/pytest-html,pytest-html,376.0,14483.0,13499.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000000,984.0,1607216.0,1610658.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698000,185887.0,2.0,,,,,,,,,,,,,,,
+68,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,29,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000000,2021-10-07 10:15:47.000000,2021-10-07 08:43:54.000000,66.0,,222.0,2021-04-21 10:37:50.000000,4.1.0,37.0,182.0,,['flake8'],,hacking,1053.0,8690.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000000,8690.0,629747.0,629747.0,,,,2.0,,,,,,,,,,,,,,,
+69,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,28,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000000,2021-11-17 01:24:31.000000,2021-11-13 00:48:25.000000,283.0,164.0,7607.0,2021-11-13 01:54:19.000000,0.3.11,34.0,29.0,71.0,,,py-spy,429.0,50.0,,https://pypi.org/project/py-spy,2021-11-13 01:54:19.000000,50.0,543295.0,543544.0,,,,2.0,,6998.0,,,,,,py-spy,,,,,,,
+70,Nuitka,https://github.com/Nuitka/Nuitka,,"Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,..",packaging,28,True,Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000000,2021-11-17 17:34:49.000000,2021-11-16 09:32:09.000000,344.0,848.0,6008.0,2021-09-27 16:10:00.000000,0.6.17,165.0,104.0,216.0,,conda-forge/nuitka,nuitka,8155.0,54.0,,https://pypi.org/project/nuitka,2021-11-15 15:28:46.000000,54.0,26533.0,31321.0,https://anaconda.org/conda-forge/nuitka,2021-11-15 23:06:14.617000,320854.0,1.0,,,,,,,,,,,,,,,
+71,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,28,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000000,2021-11-17 15:12:37.000000,2021-11-17 05:04:59.000000,220.0,358.0,3509.0,2021-11-12 21:24:35.000000,2021.11.12,116.0,70.0,98.0,,conda-forge/pytype,pytype,4861.0,88.0,,https://pypi.org/project/pytype,2021-11-12 21:24:35.000000,88.0,149871.0,153350.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617000,62622.0,2.0,,,,,,,,,,,,,,,
+72,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,28,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000000,2021-11-17 12:01:41.000000,2021-11-17 12:01:32.000000,280.0,296.0,3415.0,2021-11-05 21:30:41.000000,5.1.0,32.0,109.0,4.0,,,mimesis,2082.0,84.0,,https://pypi.org/project/mimesis,2021-11-05 21:30:41.000000,84.0,80213.0,80215.0,,,,2.0,,184.0,,,,,,,,,,,,,
+73,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,28,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000000,2021-11-17 01:15:16.000000,2021-11-01 21:52:52.000000,188.0,146.0,2246.0,2021-11-01 21:53:28.000000,2021.2.2,72.0,80.0,139.0,,conda-forge/pudb,pudb,,4070.0,2644.0,https://pypi.org/project/pudb,2021-11-01 21:53:28.000000,1426.0,165382.0,167116.0,https://anaconda.org/conda-forge/pudb,2021-08-21 21:47:40.449000,111039.0,2.0,,,,,,,,,,,,,,,
+74,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,28,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000000,2021-11-16 23:39:50.000000,2021-11-06 20:58:46.000000,404.0,116.0,1331.0,,,8.0,80.0,56.0,,conda-forge/pyelftools,pyelftools,578.0,3581.0,2697.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000000,884.0,796976.0,798120.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901000,77850.0,2.0,,,,,,,,,,,,,,,
+75,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,28,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579000,2021-11-17 17:38:11.000000,2021-11-17 17:34:40.000000,253.0,2658.0,1281.0,2021-08-05 19:31:22.000000,4.2.0,14.0,138.0,656.0,,conda-forge/scons,scons,7610.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000000,50.0,196565.0,200902.0,https://anaconda.org/conda-forge/scons,2021-11-04 19:40:19.123000,242309.0,2.0,,382.0,,,,,,,,,,,,,
+76,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,28,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000000,2021-10-12 16:51:48.000000,2021-08-08 13:24:47.000000,97.0,136.0,1262.0,2021-06-08 16:35:34.000000,5.0.1,53.0,49.0,20.0,,conda-forge/radon,radon,521.0,3192.0,2094.0,https://pypi.org/project/radon,2021-08-08 13:25:20.000000,1098.0,440751.0,441480.0,https://anaconda.org/conda-forge/radon,2021-09-07 09:02:03.415000,35762.0,2.0,,,,,,,,,,,,,,,
+77,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,28,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000000,2021-11-02 13:56:48.000000,2021-04-28 19:57:23.000000,97.0,72.0,1144.0,2021-01-15 19:34:46.000000,1.10.3,38.0,35.0,46.0,,conda-forge/safety,safety,372.0,3568.0,3024.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000000,544.0,727980.0,733684.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958000,24866.0,2.0,,97522.0,,,,,,,,,,,,,
+78,doit,https://github.com/pydoit/doit,,task management & automation tool.,build-tools,28,True,pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000000,2021-11-16 20:14:14.000000,2021-11-15 05:41:58.000000,138.0,194.0,1125.0,2020-09-04 06:38:01.000000,0.33.1,43.0,59.0,64.0,,conda-forge/doit,doit,1382.0,1285.0,819.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000000,466.0,234404.0,235864.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103000,68658.0,2.0,,,,,,,,,,,,,,,
+79,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,28,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000000,2021-11-10 14:55:51.000000,2021-11-10 14:55:51.000000,50.0,38.0,743.0,2021-10-05 13:05:13.000000,1.3.3,18.0,27.0,16.0,,conda-forge/yappi,yappi,653.0,1131.0,491.0,https://pypi.org/project/yappi,2021-10-05 13:05:13.000000,640.0,954035.0,955794.0,https://anaconda.org/conda-forge/yappi,2021-11-07 16:26:03.838000,93251.0,2.0,,,,,,,,,,,,,,,
+80,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,28,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000000,2021-11-09 08:26:36.253000,2021-11-08 16:54:56.000000,76.0,69.0,717.0,2021-11-08 16:58:17.000000,6.6.0,63.0,30.0,,,conda-forge/colorlog,colorlog,,15885.0,12219.0,https://pypi.org/project/colorlog,2021-11-08 16:56:43.000000,3666.0,5155150.0,5161759.0,https://anaconda.org/conda-forge/colorlog,2021-11-09 08:26:36.253000,442856.0,2.0,,,,,,,,,,,,,,,
+81,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,28,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000000,2021-10-27 00:10:12.000000,2021-10-27 00:10:12.000000,84.0,75.0,612.0,2019-12-10 01:50:33.000000,0.8.1,14.0,31.0,34.0,,conda-forge/astor,astor,262.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000000,3756.0,4671309.0,4696498.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971000,1385447.0,2.0,,,,,,,,,,,,,,,
+82,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,28,True,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000000,2021-10-02 23:08:01.000000,2021-10-02 23:08:01.000000,206.0,81.0,576.0,2021-09-12 03:26:49.000000,0.8.0,57.0,38.0,56.0,['sphinx'],,sphinx-bootstrap-theme,396.0,976.0,,https://pypi.org/project/sphinx-bootstrap-theme,2021-09-12 03:26:49.000000,976.0,72050.0,72050.0,,,,2.0,,,,,,,,,,,,,,,
+83,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,28,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000000,2021-11-11 17:21:48.000000,2021-11-11 17:21:48.000000,101.0,150.0,487.0,2021-04-09 06:40:49.000000,2.4.3,49.0,60.0,34.0,['pylint'],conda-forge/pylint-django,pylint-django,549.0,17728.0,15482.0,https://pypi.org/project/pylint-django,2021-04-09 06:39:56.000000,2246.0,694783.0,696176.0,https://anaconda.org/conda-forge/pylint-django,2021-09-27 16:49:16.482000,87298.0,2.0,,203.0,,,,,,,,,,,,,
+84,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,28,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000000,2021-04-02 23:49:37.000000,2021-04-02 23:49:37.000000,41.0,34.0,440.0,2017-01-26 22:13:14.000000,0.6.1,11.0,21.0,6.0,,conda-forge/mccabe,mccabe,142.0,258313.0,227303.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000000,31010.0,19144879.0,19199969.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536000,3580908.0,2.0,,,,,,,,,,,,,,,
+85,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,28,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000000,2021-10-26 05:16:28.000000,2021-10-04 22:40:52.000000,100.0,38.0,399.0,2021-10-04 22:43:34.000000,1.4.4,28.0,36.0,15.0,,conda-forge/ddt,ddt,222.0,6315.0,3831.0,https://pypi.org/project/ddt,2021-10-04 22:43:34.000000,2484.0,275878.0,277041.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932000,65128.0,2.0,,,,,,,,,,,,,,,
+86,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,28,True,serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000000,2021-11-15 08:20:52.503000,2021-11-13 21:38:20.000000,24.0,25.0,117.0,2021-11-13 21:39:31.000000,0.5.3,20.0,10.0,1.0,,conda-forge/gast,gast,92.0,73681.0,70293.0,https://pypi.org/project/gast,2021-11-13 21:39:31.000000,3388.0,9926943.0,9958509.0,https://anaconda.org/conda-forge/gast,2021-11-15 08:20:52.503000,1325772.0,2.0,,,,,,,,,,,,,,,
+87,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,27,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000000,2021-11-16 22:03:47.000000,2021-11-16 00:19:16.000000,1736.0,4005.0,8586.0,2021-11-10 11:31:07.000000,4.7,33.0,415.0,327.0,,conda-forge/pyinstaller,pyinstaller,8019.0,0.0,,https://pypi.org/project/pyinstaller,2021-11-10 11:29:41.000000,0.0,648443.0,660091.0,https://anaconda.org/conda-forge/pyinstaller,2021-11-13 17:34:17.088000,274951.0,2.0,,720565.0,,,,,,,,,,,,,
+88,coala,https://github.com/coala/coala,,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",linters,27,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000000,2021-11-05 18:08:14.000000,2021-06-11 17:11:55.000000,1356.0,2371.0,3271.0,2017-05-30 10:07:57.000000,0.11.1,730.0,482.0,835.0,,,coala-bears,4487.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000000,208.0,3748.0,3749.0,,,,2.0,,147.0,,,,,,,,,,,,,
+89,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,27,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000000,2021-11-06 12:19:30.000000,2021-11-06 12:19:30.000000,321.0,101.0,3174.0,2018-08-16 03:16:49.000000,0.54.0,52.0,90.0,105.0,,,memory_profiler,644.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,534.0,419586.0,419586.0,,,,2.0,,,,,,,,,,,,,,,
+90,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,27,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000000,2021-11-17 11:12:12.000000,2021-11-17 11:12:05.000000,146.0,170.0,1780.0,2021-10-12 13:33:16.000000,21.2.0,24.0,79.0,28.0,,conda-forge/structlog,structlog,,1206.0,,https://pypi.org/project/structlog,2021-10-12 13:29:37.000000,1206.0,2551794.0,2554094.0,https://anaconda.org/conda-forge/structlog,2021-10-13 12:54:53.102000,147228.0,3.0,,,,,,,,,,,,,,,
+91,Diamond,https://github.com/python-diamond/Diamond,,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,profiling,27,False,python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000000,2021-11-04 23:56:58.000000,2018-03-15 16:54:31.000000,593.0,129.0,1634.0,2016-11-25 22:13:29.000000,4.0.515,36.0,343.0,232.0,,,diamond,3219.0,128.0,66.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000000,62.0,53262.0,53262.0,,,,2.0,,,,,,,,,,,,,,,
+92,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,27,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000000,2021-11-14 20:01:08.000000,2021-11-12 10:33:58.000000,82.0,184.0,1540.0,2021-10-10 09:45:49.000000,3.4.0,41.0,48.0,96.0,,conda-forge/flit,flit,970.0,226.0,,https://pypi.org/project/flit,2021-10-10 09:45:49.000000,226.0,347540.0,349249.0,https://anaconda.org/conda-forge/flit,2021-10-12 17:00:40.913000,97458.0,3.0,,,,,,,,,,,,,,,
+93,pybuilder,https://github.com/pybuilder/pybuilder,,Software build automation tool for Python.,build-tools,27,True,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000000,2021-11-08 14:01:49.000000,2021-11-08 13:47:19.000000,239.0,412.0,1342.0,2021-10-14 07:45:09.000000,0.13.3,650.0,36.0,89.0,,,pybuilder,1378.0,110.0,,https://pypi.org/project/pybuilder,2021-11-08 14:01:49.000000,110.0,18410.0,18410.0,,,,3.0,,,,,,,,,,,,,,,
+94,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,27,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000000,2021-11-17 04:43:49.000000,2021-11-17 04:40:41.000000,153.0,593.0,1238.0,2021-11-17 03:58:17.000000,7.0.3,229.0,17.0,16.0,,,pyarmor,3298.0,319.0,309.0,https://pypi.org/project/pyarmor,2021-11-17 03:58:17.000000,10.0,78703.0,78703.0,,,,2.0,,18.0,,,,,,,,,,,,,
+95,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,27,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000000,2021-11-15 20:31:37.000000,2021-11-14 17:17:30.000000,154.0,136.0,907.0,2021-10-25 16:25:47.000000,5.0.0,91.0,44.0,126.0,['pytest'],conda-forge/pytest-bdd,pytest-bdd,684.0,268.0,,https://pypi.org/project/pytest-bdd,2021-10-25 16:25:47.000000,268.0,247912.0,249261.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114000,40483.0,2.0,,,,,,,,,,,,,,,
+96,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,27,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000000,2021-10-16 20:16:40.000000,2021-09-28 22:57:23.000000,46.0,115.0,830.0,2021-07-09 22:22:20.000000,0.10.3,26.0,40.0,64.0,,conda-forge/pdbpp,pdbpp,697.0,3417.0,2389.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000000,1028.0,184258.0,185541.0,https://anaconda.org/conda-forge/pdbpp,2021-07-11 15:21:48.419000,65433.0,2.0,,,,,,,,,,,,,,,
+97,pytest-sugar,https://github.com/Teemu/pytest-sugar,,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",testing,27,False,Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000000,2020-10-24 19:01:48.000000,2020-10-24 18:04:51.000000,55.0,68.0,752.0,2020-07-06 18:40:33.000000,0.9.4,25.0,36.0,35.0,['pytest'],conda-forge/pytest-sugar,pytest-sugar,344.0,13116.0,8536.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000000,4580.0,564619.0,566920.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029000,117397.0,2.0,,,,,,,,,,,,,,,
+98,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,27,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000000,2021-11-15 15:05:28.000000,2021-10-12 11:29:16.000000,134.0,200.0,698.0,2021-01-27 21:57:28.000000,0.10.0,26.0,71.0,55.0,,conda-forge/nose2,nose2,1004.0,6155.0,4217.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000000,1938.0,417719.0,418671.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004000,40013.0,2.0,,,,,,,,,,,,,,,
+99,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,27,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000000,2021-10-15 06:22:53.000000,2021-10-15 06:22:03.000000,173.0,206.0,524.0,2021-03-08 07:25:44.000000,2.13.4,105.0,89.0,139.0,,,zc.buildout,1629.0,1974.0,,https://pypi.org/project/zc.buildout,2021-10-15 06:18:57.000000,1974.0,122995.0,122995.0,,,,3.0,,,,,,,,,,,,,,,
+100,autoflake,https://github.com/myint/autoflake,,Removes unused imports and unused variables as reported by pyflakes.,refactoring,27,True,myint/autoflake,https://github.com/myint/autoflake,MIT,2012-12-27 03:40:17.000000,2021-09-01 03:13:36.000000,2020-12-27 17:36:40.000000,49.0,33.0,452.0,2019-08-04 15:14:24.000000,1.3.1,36.0,17.0,33.0,,conda-forge/autoflake,autoflake,439.0,3837.0,3257.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000000,580.0,584019.0,590874.0,https://anaconda.org/conda-forge/autoflake,2021-05-26 15:10:21.374000,212508.0,2.0,,,,,,,,,,,,,,,
+101,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,27,True,xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000000,2021-06-11 10:22:42.000000,2021-06-11 10:22:09.000000,36.0,49.0,436.0,2021-06-11 10:22:42.000000,15.0.1,63.0,16.0,25.0,,,coloredlogs,273.0,11566.0,9470.0,https://pypi.org/project/coloredlogs,2021-06-11 10:22:42.000000,2096.0,2160020.0,2160020.0,,,,3.0,,,,,,,,,,,,,,,
+102,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,27,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000000,2021-11-15 16:01:31.000000,2021-10-18 03:34:23.000000,31.0,92.0,366.0,2021-10-18 03:40:35.000000,1.8.1,48.0,22.0,47.0,,conda-forge/darglint,darglint,504.0,1194.0,1174.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000000,20.0,238830.0,239814.0,https://anaconda.org/conda-forge/darglint,2021-11-05 17:11:34.449000,25596.0,2.0,,,,,,,,,,,,,,,
+103,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,27,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000000,2021-07-27 09:28:31.000000,2019-12-22 18:11:19.000000,40.0,21.0,172.0,2019-12-22 18:12:11.000000,1.6.3,11.0,10.0,18.0,,conda-forge/astunparse,astunparse,86.0,31884.0,31702.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000000,182.0,5038173.0,5047988.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426000,520216.0,3.0,,,,,,,,,,,,,,,
+104,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,27,True,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000000,2021-10-19 22:36:39.426000,2021-10-19 07:06:59.000000,34.0,40.0,133.0,2021-10-19 07:07:05.000000,3.3.1,39.0,30.0,3.0,['flake8'],conda-forge/flake8-quotes,flake8-quotes,104.0,5239.0,3835.0,https://pypi.org/project/flake8-quotes,2021-10-19 07:07:05.000000,1404.0,663543.0,672875.0,https://anaconda.org/conda-forge/flake8-quotes,2021-10-19 22:36:39.426000,578611.0,2.0,,,,,,,,,,,,,,,
+105,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,27,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000000,2021-10-15 12:09:32.000000,2021-10-15 12:09:32.000000,40.0,40.0,112.0,2021-10-14 11:43:49.000000,4.1.1,33.0,29.0,13.0,['flake8'],conda-forge/flake8-isort,flake8-isort,272.0,5014.0,4086.0,https://pypi.org/project/flake8-isort,2021-10-14 11:43:49.000000,928.0,529760.0,530324.0,https://anaconda.org/conda-forge/flake8-isort,2021-10-14 14:17:41.684000,14102.0,2.0,,,,,,,,,,,,,,,
+106,pyenv,https://github.com/pyenv/pyenv,,Simple Python version management.,virtual-envs,26,True,pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000000,2021-11-16 16:17:00.000000,2021-11-16 16:17:00.000000,2234.0,1328.0,25249.0,2021-10-27 08:16:21.000000,2.2.0,51.0,346.0,30.0,,,pyenv,2766.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000000,1.0,6989.0,6989.0,,,,2.0,,,,,,,,,,,,,,,
+107,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,26,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000000,2021-11-16 22:38:16.000000,2021-11-16 22:38:13.000000,4568.0,4447.0,21673.0,2021-10-01 07:03:02.000000,1.5.10,73.0,110.0,51.0,,,sqlmap,9876.0,8.0,,https://pypi.org/project/sqlmap,2021-11-01 20:50:33.000000,8.0,5960.0,5960.0,,,,3.0,,,,,,,,,,,,,,,
+108,gdbgui,https://github.com/cs01/gdbgui,,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",debugging,26,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000000,2021-10-14 04:52:09.000000,2021-09-06 05:46:27.000000,481.0,164.0,8289.0,2021-09-06 05:59:07.000000,0.15.0.1,93.0,38.0,111.0,,,gdbgui,427.0,123.0,121.0,https://pypi.org/project/gdbgui,2021-09-06 05:54:12.000000,2.0,167022.0,167388.0,,,,3.0,,5871.0,,,,,,,,,,,,,
+109,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,26,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000000,2021-11-17 16:33:09.000000,2021-11-15 18:19:36.000000,463.0,482.0,5429.0,2021-10-29 07:57:14.000000,1.16.1,64.0,21.0,31.0,,,playwright,,525.0,525.0,https://pypi.org/project/playwright,2021-10-29 07:57:14.000000,0.0,139130.0,139130.0,,,,3.0,,,,,,,,,,,,,,,
+110,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,26,True,plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000000,2021-11-17 03:32:42.000000,2021-11-17 00:26:36.000000,163.0,114.0,4714.0,2021-10-21 20:35:42.000000,1.3.16,115.0,23.0,36.0,,,scalene,2018.0,73.0,73.0,https://pypi.org/project/scalene,2021-10-21 20:35:42.000000,0.0,5006.0,5006.0,,,,2.0,,,,,,,,,,,,,,,
+111,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,26,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000000,2021-11-15 12:40:54.294000,2021-11-14 19:17:40.000000,150.0,78.0,3582.0,2021-11-14 19:24:48.000000,4.1.1,36.0,36.0,13.0,,conda-forge/pyinstrument,pyinstrument,,551.0,415.0,https://pypi.org/project/pyinstrument,2021-11-14 19:24:48.000000,136.0,252967.0,254396.0,https://anaconda.org/conda-forge/pyinstrument,2021-11-15 12:40:54.294000,88617.0,2.0,,,,,,,,,,,,,,,
+112,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,26,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151000,2021-11-13 04:18:41.049000,2021-09-27 19:50:57.000000,250.0,20.0,3527.0,2021-09-24 04:49:37.000000,3.3.1,8.0,27.0,28.0,,conda-forge/line_profiler,line_profiler,,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000000,692.0,132421.0,135700.0,https://anaconda.org/conda-forge/line_profiler,2021-11-13 04:18:41.049000,216445.0,2.0,,,,,,,,,,,,,,,
+113,detect-secrets,https://github.com/Yelp/detect-secrets,,An enterprise friendly way of detecting and preventing secrets in code.,security,26,True,Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000000,2021-11-15 18:55:16.000000,2021-11-15 18:55:16.000000,244.0,152.0,2050.0,2021-04-14 21:25:44.000000,1.1.0,34.0,53.0,83.0,,,detect-secrets,1100.0,34.0,,https://pypi.org/project/detect-secrets,2021-04-14 21:25:44.000000,34.0,210999.0,210999.0,,,,3.0,,,,,,,,,,,,,,,
+114,notifiers,https://github.com/liiight/notifiers,,The easy way to send notifications.,logging,26,True,liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000000,2021-11-01 17:11:03.000000,2021-09-22 08:42:01.000000,77.0,54.0,2020.0,2021-08-23 20:42:56.000000,1.3.0,26.0,16.0,38.0,,,notifiers,426.0,196.0,190.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000000,6.0,279069.0,279069.0,,,,3.0,,,,,,,,,,,,,,,
+115,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,26,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000000,2021-11-11 16:38:58.000000,2021-11-10 18:40:34.000000,209.0,610.0,1990.0,2021-11-11 03:58:38.000000,2.1.55,144.0,101.0,144.0,,,pex,,230.0,,https://pypi.org/project/pex,2021-11-11 03:58:20.000000,230.0,169693.0,178540.0,,,,2.0,,477778.0,,,,,,,,,,,,,
+116,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,26,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647000,2021-10-27 20:37:28.000000,2021-10-27 20:37:28.000000,90.0,135.0,1944.0,2021-01-16 17:51:40.000000,2.3,42.0,29.0,14.0,,conda-forge/vulture,vulture,682.0,1619.0,1259.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000000,360.0,176343.0,177135.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062000,49937.0,2.0,,,,,,,,,,,,,,,
+117,pympler,https://github.com/pympler/pympler,,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",profiling,26,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000000,2021-10-23 22:36:46.000000,2021-10-23 22:00:52.000000,68.0,48.0,832.0,2016-03-31 11:48:42.000000,0.4.3,15.0,29.0,35.0,,conda-forge/pympler,pympler,468.0,478.0,,https://pypi.org/project/pympler,2020-10-14 20:27:50.000000,478.0,573257.0,576351.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935000,173286.0,2.0,,,,,,,,,,,,,,,
+118,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,26,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000000,2021-06-14 13:01:06.000000,2021-06-14 13:01:06.000000,86.0,78.0,820.0,2021-04-17 19:47:26.000000,3.4.1,41.0,34.0,76.0,['pytest'],conda-forge/pytest-benchmark,pytest-benchmark,986.0,3045.0,2315.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000000,730.0,466590.0,481854.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860000,1038011.0,3.0,,,,,,,,,,,,,,,
+119,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,26,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000000,2021-11-13 12:35:52.000000,2021-10-11 21:20:03.000000,64.0,139.0,760.0,2021-10-10 23:43:14.000000,2.13.0,42.0,18.0,32.0,,conda-forge/typeguard,typeguard,257.0,158.0,,https://pypi.org/project/typeguard,2021-10-10 23:43:14.000000,158.0,10814018.0,10815857.0,https://anaconda.org/conda-forge/typeguard,2021-10-11 07:35:51.312000,62528.0,3.0,,,,,,,,,,,,,,,
+120,pdoc3,https://github.com/pdoc3/pdoc,,Auto-generate API documentation for Python projects.,documentation,26,True,pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000000,2021-11-08 07:00:59.000000,2021-09-24 14:45:57.000000,118.0,183.0,741.0,2021-08-03 14:51:19.000000,0.10.0,34.0,56.0,87.0,,,pdoc3,569.0,1224.0,1134.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000000,90.0,231592.0,231592.0,,,,2.0,,,,,,,,,,,,,,,
+121,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,26,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000000,2021-11-16 09:45:01.000000,2021-10-12 06:04:37.000000,148.0,286.0,519.0,2021-09-11 19:20:03.000000,6.3.2,47.0,92.0,81.0,,conda-forge/setuptools_scm,setuptools_scm,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000000,694.0,12654287.0,12666220.0,https://anaconda.org/conda-forge/setuptools_scm,2021-09-11 22:03:30.037000,811509.0,3.0,,,,,,,,,,,,,,,
+122,sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,26,True,agronholm/sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000000,2021-11-17 10:31:34.000000,2021-10-08 05:38:23.000000,71.0,70.0,372.0,2020-10-12 20:37:53.000000,1.11.1,28.0,30.0,56.0,['sphinx'],conda-forge/sphinx-autodoc-typehints,sphinx-autodoc-typehints,178.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000000,1380.0,324049.0,329099.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666000,242430.0,2.0,,,,,,,,,,,,,,,
+123,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,26,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000000,2021-10-20 14:00:58.000000,2021-10-20 14:00:57.000000,53.0,69.0,344.0,2021-08-08 02:45:08.000000,0.12.1,23.0,31.0,12.0,,conda-forge/pep8-naming,pep8-naming,,11205.0,8177.0,https://pypi.org/project/pep8-naming,2021-08-08 02:45:08.000000,3028.0,1241925.0,1244902.0,https://anaconda.org/conda-forge/pep8-naming,2021-08-08 04:41:02.577000,205467.0,2.0,,,,,,,,,,,,,,,
+124,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,26,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000000,2021-11-01 07:09:25.000000,2021-09-10 23:10:55.000000,23.0,23.0,323.0,2021-09-10 23:05:20.000000,1.5.0,14.0,11.0,8.0,,,interrogate,172.0,1044.0,1044.0,https://pypi.org/project/interrogate,2021-09-10 23:05:20.000000,0.0,93913.0,93913.0,,,,2.0,,,,,,,,,,,,,,,
+125,wasabi,https://github.com/ines/wasabi,,A lightweight console printing and formatting toolkit.,logging,26,True,ines/wasabi,https://github.com/ines/wasabi,MIT,2018-11-17 14:40:55.000000,2021-08-06 12:46:34.000000,2021-01-31 03:56:30.000000,18.0,3.0,309.0,2021-01-31 04:00:51.000000,0.8.2,34.0,4.0,3.0,,conda-forge/wasabi,wasabi,203.0,14916.0,14502.0,https://pypi.org/project/wasabi,2021-01-31 04:00:51.000000,414.0,3648199.0,3662901.0,https://anaconda.org/conda-forge/wasabi,2021-02-01 05:11:04.383000,485198.0,3.0,,,,,,,,,,,,,,,
+126,py2app,https://github.com/ronaldoussoren/py2app,,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,packaging,26,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000000,2021-10-29 16:01:57.000000,2021-10-05 18:21:10.000000,16.0,271.0,160.0,2021-09-27 15:32:37.000000,0.26.1,42.0,26.0,103.0,,,py2app,695.0,5463.0,3821.0,https://pypi.org/project/py2app,2021-09-27 15:32:37.000000,1642.0,12514.0,12514.0,,,,2.0,,,,,,,3.0,,,,,,,,
+127,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,25,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000000,2021-11-17 06:08:05.000000,2021-11-17 06:08:01.000000,389.0,2069.0,7370.0,2021-11-13 01:00:30.000000,1.1.187,268.0,65.0,16.0,,,,,156.0,152.0,,,,,153372.0,,,,3.0,,,,,,,,,pyright,https://www.npmjs.com/package/pyright,2021-11-13 00:56:06.176000,4.0,153372.0,,
+128,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,25,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000000,2021-11-17 14:50:06.000000,2021-11-17 14:50:04.000000,366.0,204.0,5667.0,2021-10-29 20:10:20.000000,0.9.8,66.0,179.0,78.0,,,pyre-check,,46.0,,https://pypi.org/project/pyre-check,2021-10-29 20:10:20.000000,46.0,28148.0,28148.0,,,,3.0,,,,,,,,,,,,,,,
+129,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,25,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000000,2021-11-16 10:16:44.000000,2021-11-16 01:13:55.000000,85.0,237.0,1265.0,2021-11-16 01:14:15.000000,2.29.1,121.0,21.0,10.0,,conda-forge/pyupgrade,pyupgrade,792.0,10.0,,https://pypi.org/project/pyupgrade,2021-11-16 01:14:15.000000,10.0,110702.0,118790.0,https://anaconda.org/conda-forge/pyupgrade,2021-11-16 02:58:30.868000,275000.0,2.0,,,,,,,,,,,,,,,
+130,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,25,True,CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000000,2021-07-24 08:50:12.000000,2021-07-16 01:00:57.000000,75.0,165.0,716.0,2021-07-16 01:03:10.000000,3.3.0,141.0,37.0,6.0,,conda-forge/green,green,1048.0,971.0,613.0,https://pypi.org/project/green,2021-07-16 01:03:10.000000,358.0,18956.0,20742.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157000,89335.0,3.0,,,,,,,,,,,,,,,
+131,asv,https://github.com/airspeed-velocity/asv,,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,testing,25,True,airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000000,2021-11-08 20:30:28.394000,2021-08-15 10:06:12.000000,130.0,301.0,616.0,2020-05-16 12:35:26.000000,0.4.2,16.0,55.0,113.0,,conda-forge/asv,asv,1894.0,288.0,200.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000000,88.0,31627.0,40976.0,https://anaconda.org/conda-forge/asv,2021-11-08 20:30:28.394000,542293.0,3.0,,,,,,,,,,,,,,,
+132,pytest-watch,https://github.com/joeyespo/pytest-watch,,Local continuous test runner with pytest and watchdog.,testing,25,False,joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000000,2021-08-21 18:28:52.305000,2019-06-15 20:36:43.000000,48.0,41.0,606.0,2018-05-20 19:52:16.000000,4.2.0,17.0,16.0,39.0,['pytest'],conda-forge/pytest-watch,pytest-watch,183.0,3875.0,3093.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000000,782.0,259280.0,260411.0,https://anaconda.org/conda-forge/pytest-watch,2021-08-21 18:28:52.305000,52050.0,3.0,,,,,,,,,,,,,,,
+133,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,25,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000000,2021-10-10 15:26:11.000000,2021-10-10 15:26:11.000000,87.0,49.0,582.0,2020-03-02 14:42:32.000000,2.0.2,22.0,35.0,16.0,,conda-forge/pyhamcrest,pyhamcrest,,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000000,3392.0,929710.0,935496.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195000,381876.0,3.0,,,,,,,,,,,,,,,
+134,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,25,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000000,2021-10-16 09:35:31.000000,2021-10-16 09:35:29.000000,31.0,72.0,244.0,,,41.0,20.0,16.0,,conda-forge/check-manifest,check-manifest,527.0,8678.0,6874.0,https://pypi.org/project/check-manifest,2021-09-22 09:08:46.000000,1804.0,203050.0,204057.0,https://anaconda.org/conda-forge/check-manifest,2021-09-22 11:40:52.389000,35254.0,3.0,,,,,,,,,,,,,,,
+135,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,25,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000000,2021-06-16 15:01:08.000000,2021-06-16 15:01:08.000000,32.0,38.0,193.0,2021-03-21 15:51:09.000000,0.8.1,17.0,15.0,9.0,['pytest'],conda-forge/pytest-mypy,pytest-mypy,222.0,1621.0,1355.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000000,266.0,446621.0,447438.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057000,17162.0,3.0,,,,,,,,,,,,,,,
+136,asteval,https://github.com/newville/asteval,,minimalistic evaluator of python expression using ast module.,ast,25,True,newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000000,2021-09-25 04:16:51.000000,2021-09-25 04:16:29.000000,32.0,46.0,126.0,2021-06-22 12:00:47.000000,0.9.25,25.0,19.0,6.0,,conda-forge/asteval,asteval,417.0,908.0,670.0,https://pypi.org/project/asteval,2021-06-22 12:00:47.000000,238.0,151515.0,153951.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922000,148603.0,3.0,,,,,,,,,,,,,,,
+137,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,24,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000000,2021-11-15 14:02:08.000000,2021-11-04 14:14:40.000000,283.0,199.0,1969.0,2021-06-20 21:23:39.000000,6.4.0,5.0,106.0,116.0,['pytest'],,pytest-testinfra,678.0,0.0,,https://pypi.org/project/pytest-testinfra,2021-06-20 21:23:39.000000,0.0,115643.0,115643.0,,,,3.0,,,,,,,,,,,,,,,
+138,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,24,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000000,2021-07-18 13:18:20.000000,2020-11-16 01:36:32.000000,594.0,117.0,1737.0,2020-11-16 03:43:07.000000,1.0.2,41.0,13.0,171.0,,,uiautomator,316.0,320.0,198.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000000,122.0,32367.0,32367.0,,,,3.0,,,,,,,,,,,,,,,
+139,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,24,True,dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000000,2021-01-11 21:31:40.000000,2021-01-11 21:31:39.000000,104.0,161.0,1728.0,2020-04-28 06:31:17.000000,.0.8.3,30.0,37.0,108.0,,,dephell,2145.0,326.0,318.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000000,8.0,12480.0,12485.0,,,,3.0,,163.0,,,,,,,,,,,,,
+140,briefcase,https://github.com/beeware/briefcase,,Tools to support converting a Python project into a standalone native application.,packaging,24,True,beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000000,2021-11-17 09:28:15.000000,2021-11-12 00:24:42.000000,205.0,256.0,1253.0,2021-03-06 05:36:18.000000,0.3.5,35.0,87.0,99.0,,,briefcase,1215.0,24.0,,https://pypi.org/project/briefcase,2021-03-06 05:37:12.000000,24.0,3269.0,3269.0,,,,2.0,,,,,,,,,,,,,,,
+141,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,24,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000000,2021-03-18 20:44:50.000000,2021-01-01 18:48:26.000000,33.0,15.0,1149.0,2020-10-31 13:10:42.000000,0.2.5,14.0,6.0,11.0,,,stackprinter,159.0,85.0,81.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000000,4.0,458336.0,458336.0,,,,3.0,,,,,,,,,,,,,,,
+142,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,24,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000000,2021-10-29 15:14:31.000000,2021-10-29 15:09:15.000000,119.0,186.0,1076.0,2021-10-29 15:14:31.000000,8.0.1,72.0,31.0,6.0,,,pdoc,,733.0,445.0,https://pypi.org/project/pdoc,2021-10-29 15:14:31.000000,288.0,93722.0,93722.0,,,,3.0,,,,,,,,,,,,,,,
+143,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,24,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000000,2021-08-25 23:21:58.000000,2019-04-10 18:20:19.000000,79.0,53.0,821.0,2019-04-10 18:20:47.000000,7.7.1,99.0,41.0,72.0,,,pylama,689.0,3799.0,2795.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000000,1004.0,86604.0,86604.0,,,,3.0,,,,,,,,,,,,,,,
+144,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,24,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000000,2021-10-27 13:04:45.000000,2021-10-25 18:55:18.000000,100.0,202.0,657.0,2021-10-01 13:11:23.000000,2021.10.1,21.0,63.0,36.0,['pytest'],conda-forge/nox,nox,,56.0,,https://pypi.org/project/nox,2021-10-01 13:11:23.000000,56.0,633973.0,635109.0,https://anaconda.org/conda-forge/nox,2021-10-02 18:40:08.510000,42047.0,3.0,,,,,,,,,,,,,,,
+145,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,24,True,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000000,2021-10-21 18:03:56.000000,2020-11-16 12:31:58.000000,64.0,52.0,477.0,2020-11-16 12:36:24.000000,0.11.2,21.0,22.0,45.0,,,mamba,468.0,598.0,378.0,https://pypi.org/project/mamba,2020-11-16 12:35:41.000000,220.0,21119.0,21119.0,,,,3.0,,,,,,,,,,,,,,,
+146,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,24,True,paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000000,2021-06-21 14:55:20.000000,2021-06-21 14:55:20.000000,78.0,93.0,445.0,2017-12-31 01:13:41.000000,1.3.4,28.0,45.0,37.0,,conda-forge/paver,paver,534.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000000,1908.0,36436.0,36826.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122000,23410.0,3.0,,,,,,,,,,,,,,,
+147,py2exe,https://github.com/py2exe/py2exe,,A distutils extension to create standalone Windows programs from Python code.,packaging,24,True,py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000000,2021-11-16 21:28:10.000000,2021-11-16 21:13:22.000000,42.0,86.0,317.0,2021-11-16 21:26:10.000000,0.11.0.1,12.0,14.0,4.0,,,py2exe,1005.0,1673.0,1327.0,https://pypi.org/project/py2exe,2021-11-16 21:28:10.000000,346.0,24367.0,24572.0,,,,2.0,,6562.0,,,,,,,,,,,,,
+148,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,24,False,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000000,2021-03-12 04:22:24.000000,2020-08-04 12:21:12.000000,61.0,85.0,247.0,2019-03-04 08:39:11.000000,0.18.1,34.0,40.0,13.0,['flake8'],conda-forge/flake8-import-order,flake8-import-order,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000000,1892.0,360997.0,364345.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199000,200897.0,3.0,,,,,,,,,,,,,,,
+149,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,24,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000000,2021-08-19 05:41:14.000000,2020-12-27 18:10:35.000000,32.0,22.0,238.0,2019-11-10 16:23:03.000000,1.3.1,48.0,15.0,27.0,,,docformatter,441.0,865.0,755.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000000,110.0,91262.0,91262.0,,,,3.0,,,,,,,,,,,,,,,
+150,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,24,True,bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000000,2021-09-24 20:54:13.000000,2021-09-24 20:54:11.000000,36.0,43.0,160.0,2020-01-11 00:29:49.000000,1.6.3,32.0,10.0,33.0,['sphinx'],,releases,522.0,1096.0,390.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000000,706.0,10219.0,10219.0,,,,3.0,,,,,,,,,,,,,,,
+151,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,24,True,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000000,2021-10-13 19:25:52.000000,2021-10-13 19:25:45.000000,23.0,26.0,128.0,2021-10-13 19:25:39.000000,2.1.0,20.0,12.0,5.0,['flake8'],,flake8-commas,176.0,550.0,,https://pypi.org/project/flake8-commas,2021-10-13 19:25:39.000000,550.0,247436.0,247436.0,,,,3.0,,,,,,,,,,,,,,,
+152,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,23,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000000,2021-10-15 06:13:20.000000,2021-09-18 13:43:42.000000,303.0,216.0,7783.0,2021-06-07 14:44:29.000000,1.0.67,52.0,30.0,51.0,,,bpytop,399.0,0.0,,https://pypi.org/project/bpytop,2021-06-07 14:44:29.000000,0.0,9598.0,9598.0,,,,3.0,,,,,,,,,,,,,,,
+153,pipx,https://github.com/pypa/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,23,True,pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000000,2021-11-16 13:09:01.000000,2021-11-11 16:58:36.000000,186.0,338.0,4280.0,2021-09-26 09:07:51.000000,0.16.5,46.0,64.0,92.0,,,pipx,,4.0,,https://pypi.org/project/pipx,2021-08-05 07:45:12.000000,4.0,113779.0,113779.0,,,,3.0,,,,,,,,,,,,,,,
+154,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,23,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000000,2021-10-19 01:43:50.000000,2021-10-19 01:43:50.000000,195.0,41.0,4062.0,2021-01-29 16:48:55.000000,0.3.3,16.0,15.0,29.0,,,better-exceptions,99.0,74.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000000,74.0,27381.0,27381.0,,,,3.0,,,,,,,,,,,,,,,
+155,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,23,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872000,2021-11-17 17:47:34.225000,2021-01-04 03:14:37.000000,350.0,38.0,3734.0,2021-11-17 15:34:55.000000,3.18.1,172.0,16.0,20.0,,conda-forge/rebound,rebound,166.0,36.0,22.0,https://pypi.org/project/rebound,2021-11-17 15:34:55.000000,14.0,1732.0,4678.0,https://anaconda.org/conda-forge/rebound,2021-11-17 17:47:34.225000,158892.0,3.0,,175.0,,,,,,,,,,,,,
+156,cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",packaging,23,True,marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000000,2021-11-16 22:34:08.000000,2021-11-07 20:53:24.000000,169.0,639.0,821.0,2021-11-07 20:54:49.000000,6.8.2,33.0,92.0,63.0,,conda-forge/cx_freeze,cx_freeze,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000000,153.0,52982.0,55909.0,https://anaconda.org/conda-forge/cx_freeze,2021-11-10 18:36:00.115000,99534.0,3.0,,,,,,,,,,,,,,,
+157,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,23,False,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000000,2020-12-13 18:51:56.000000,2019-08-11 17:42:44.000000,66.0,46.0,618.0,2019-03-17 19:03:54.000000,0.9.2,15.0,34.0,80.0,,,redbaron,1669.0,504.0,332.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000000,172.0,38199.0,38199.0,,,,2.0,,,,,,,,,,,,,,,
+158,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,23,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000000,2021-11-10 20:51:57.000000,2021-11-10 20:51:55.000000,89.0,48.0,596.0,2021-11-03 13:04:54.000000,2.4.0,18.0,38.0,22.0,,conda-forge/prettytable,prettytable,365.0,0.0,,https://pypi.org/project/prettytable,2021-11-03 13:04:54.000000,0.0,4144327.0,4149386.0,https://anaconda.org/conda-forge/prettytable,2021-11-03 16:22:13.588000,328868.0,3.0,,,,,,,,,,,,,,,
+159,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,23,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000000,2021-10-22 07:06:32.000000,2021-10-22 07:00:49.000000,29.0,88.0,504.0,2021-10-22 07:01:51.000000,1.2.2,39.0,16.0,28.0,['pytest'],conda-forge/pytest-testmon,pytest-testmon,287.0,98.0,,https://pypi.org/project/pytest-testmon,2021-10-22 07:01:51.000000,98.0,99912.0,100640.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063000,32797.0,3.0,,,,,,,,,,,,,,,
+160,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,23,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000000,2021-11-09 01:48:33.000000,2021-11-09 01:48:29.000000,62.0,90.0,402.0,2021-10-12 20:17:02.000000,3.0.0,36.0,29.0,5.0,,,mypy-protobuf,,24.0,,https://pypi.org/project/mypy-protobuf,2021-10-12 20:17:02.000000,24.0,1139074.0,1139074.0,,,,3.0,,,,,,,,,,,,,,,
+161,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,23,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000000,2021-11-15 21:17:27.000000,2021-11-15 21:17:26.000000,22.0,41.0,373.0,2021-11-10 23:04:22.000000,3.10.2,27.0,16.0,5.0,,,pytest-randomly,,214.0,,https://pypi.org/project/pytest-randomly,2021-11-10 23:04:22.000000,214.0,380249.0,380249.0,,,,3.0,,,,,,,,,,,,,,,
+162,sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,documentation,23,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000000,2021-06-24 02:56:51.000000,2021-03-14 13:43:08.000000,51.0,44.0,361.0,2021-03-14 13:46:47.000000,2021.3.14,15.0,17.0,13.0,['sphinx'],conda-forge/sphinx-autobuild,sphinx-autobuild,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000000,4682.0,204481.0,205888.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297000,77404.0,3.0,,,,,,,,,,,,,,,
+163,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,23,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000000,2021-11-15 18:57:23.000000,2021-11-15 18:57:23.000000,15.0,33.0,313.0,2021-10-11 13:39:20.000000,3.7.0,30.0,12.0,7.0,['flake8'],conda-forge/flake8-comprehensions,flake8-comprehensions,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-10-11 13:39:20.000000,714.0,586527.0,594105.0,https://anaconda.org/conda-forge/flake8-comprehensions,2021-10-12 17:53:54.156000,454719.0,3.0,,,,,,,,,,,,,,,
+164,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,23,False,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000000,2021-10-05 07:57:09.000000,2020-02-10 02:47:14.000000,51.0,29.0,266.0,2019-02-25 23:55:38.000000,0.8,19.0,31.0,47.0,,,baron,1489.0,293.0,181.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000000,112.0,38497.0,38497.0,,,,2.0,,,,,,,,,,,,,,,
+165,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,23,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000000,2021-11-11 08:07:30.000000,2021-11-11 08:07:28.000000,7.0,27.0,206.0,2021-10-19 12:43:12.000000,1.2.0,12.0,13.0,1.0,['flake8'],,flake8-eradicate,328.0,72.0,,https://pypi.org/project/flake8-eradicate,2021-10-19 12:43:12.000000,72.0,245227.0,245227.0,,,,3.0,,,,,,,,,,,,,,,
+166,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,23,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000000,2021-11-08 16:46:48.000000,2021-11-08 16:46:47.000000,8.0,14.0,98.0,2021-07-16 22:59:22.000000,0.2.3,11.0,5.0,7.0,['flake8'],conda-forge/flake8-black,flake8-black,98.0,1529.0,1493.0,https://pypi.org/project/flake8-black,2021-07-16 22:59:22.000000,36.0,228761.0,234567.0,https://anaconda.org/conda-forge/flake8-black,2021-07-17 00:37:54.092000,168381.0,3.0,,,,,,,,,,,,,,,
+167,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,22,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000000,2021-08-31 15:45:27.000000,2021-08-31 15:45:26.000000,110.0,56.0,5516.0,2021-06-22 20:52:25.000000,2.1.1,15.0,16.0,26.0,,,icecream,213.0,6.0,,https://pypi.org/project/icecream,2021-06-22 20:47:50.000000,6.0,112939.0,112939.0,,,,3.0,,,,,,,,,,,,,,,
+168,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,22,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000000,2021-02-20 07:50:28.000000,2021-02-20 07:47:40.000000,167.0,56.0,3788.0,2018-06-24 14:16:36.000000,0.37.6,24.0,17.0,25.0,,,vprof,619.0,102.0,84.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000000,18.0,3801.0,3801.0,,,,3.0,,,,,,,,,,,,,,,
+169,MonkeyType,https://github.com/Instagram/MonkeyType,,A system for Python that generates static type annotations by collecting runtime types.,refactoring,22,True,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000000,2021-10-03 07:01:51.000000,2021-09-15 00:20:06.000000,126.0,112.0,3571.0,2021-05-21 22:24:36.000000,21.5.0,21.0,37.0,37.0,,conda-forge/monkeytype,monkeytype,,189.0,155.0,https://pypi.org/project/monkeytype,2021-05-21 22:24:36.000000,34.0,36917.0,37719.0,https://anaconda.org/conda-forge/monkeytype,2021-05-22 12:13:35.937000,36924.0,3.0,,,,,,,,,,,,,,,
+170,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",logging,22,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000000,2021-11-06 05:27:06.000000,2021-11-06 05:27:01.000000,113.0,66.0,2834.0,2021-10-19 01:28:57.000000,2.1.0,21.0,1.0,25.0,,conda-forge/alive-progress,alive-progress,,481.0,481.0,https://pypi.org/project/alive-progress,2021-10-19 01:28:57.000000,0.0,25597.0,26115.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990000,10893.0,3.0,,,,,,,,,,,,,,,
+171,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,22,False,python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000000,2020-12-25 03:47:37.000000,2020-03-08 21:43:06.000000,224.0,76.0,2057.0,2018-11-01 16:02:57.000000,0.42,15.0,22.0,21.0,,,python-taint,1576.0,77.0,55.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000000,22.0,2520.0,2521.0,,,,3.0,,68.0,,,,,,,,,,,,,
+172,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,22,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000000,2021-03-29 17:53:40.000000,2019-12-20 19:59:49.000000,143.0,28.0,758.0,2018-07-25 01:42:48.000000,0.6.0,11.0,36.0,29.0,,,pycco,222.0,461.0,237.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000000,224.0,1930.0,1930.0,,,,3.0,,,,,,,,,,,,,,,
+173,pynsist,https://github.com/takluyver/pynsist,,Build Windows installers for Python applications.,packaging,22,True,takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000000,2021-11-10 21:05:09.000000,2021-10-10 14:31:59.000000,101.0,132.0,730.0,2020-07-03 08:11:24.000000,2.5.1,21.0,28.0,25.0,,,pynsist,547.0,88.0,,https://pypi.org/project/pynsist,2021-03-28 16:28:58.000000,88.0,1825.0,1825.0,,,,3.0,,,,,,,,,,,,,,,
+174,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,22,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000000,2021-11-11 16:57:18.000000,2021-11-11 16:24:42.000000,24.0,19.0,654.0,2021-11-11 16:57:18.000000,0.4.1,12.0,21.0,18.0,,,snoop,418.0,8.0,,https://pypi.org/project/snoop,2021-11-11 16:57:18.000000,8.0,29358.0,29358.0,,,,3.0,,,,,,,,,,,,,,,
+175,python-hunter,https://github.com/ionelmc/python-hunter,,Hunter is a flexible code tracing toolkit.,debugging,22,True,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000000,2021-10-13 15:22:29.000000,2021-10-13 15:22:29.000000,35.0,50.0,652.0,2021-06-23 20:47:14.000000,3.3.8,45.0,9.0,37.0,,,hunter,959.0,104.0,70.0,https://pypi.org/project/hunter,2021-06-23 20:47:14.000000,34.0,6057.0,6057.0,,,,3.0,,,,,,,,,,,,,,,
+176,mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,22,True,mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000000,2021-10-31 13:05:20.000000,2021-10-31 13:05:19.000000,56.0,156.0,534.0,2021-10-04 10:44:56.000000,0.16.2,40.0,25.0,50.0,['mkdocs'],conda-forge/mkdocstrings,mkdocstrings,464.0,0.0,,https://pypi.org/project/mkdocstrings,2021-10-04 10:44:56.000000,0.0,89044.0,89812.0,https://anaconda.org/conda-forge/mkdocstrings,2021-10-04 21:04:52.323000,9989.0,3.0,,,,,,,,,,,,,,,
+177,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,22,True,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000000,2021-11-17 16:12:56.000000,2021-11-17 16:10:48.000000,15.0,20.0,224.0,2020-02-01 18:04:00.000000,0.6.3,12.0,8.0,15.0,['pytest'],conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,95.0,531.0,469.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000000,62.0,248176.0,253481.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818000,291796.0,3.0,,,,,,,,,,,,,,,
+178,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,22,True,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000000,2021-10-05 01:44:06.000000,2021-10-05 01:31:10.000000,34.0,44.0,217.0,2021-10-05 01:33:27.000000,0.5.10,24.0,11.0,41.0,['mkdocs'],,mkdocs-pdf-export-plugin,72.0,180.0,176.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000000,4.0,14864.0,14864.0,,,,3.0,,,,,,,,,,,,,,,
+179,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,22,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000000,2021-09-03 15:36:06.000000,2021-09-03 15:36:04.000000,15.0,25.0,196.0,2021-05-26 07:12:42.000000,0.7.3,20.0,8.0,6.0,,conda-forge/xenon,xenon,108.0,396.0,272.0,https://pypi.org/project/xenon,2021-09-03 15:34:36.000000,124.0,63641.0,63922.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883000,13779.0,3.0,,,,,,,,,,,,,,,
+180,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,22,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000000,2021-10-19 18:23:27.000000,2021-10-19 18:12:13.000000,20.0,37.0,188.0,2021-10-19 18:17:32.000000,2.6.0,18.0,3.0,11.0,['mkdocs'],,mkdocs-awesome-pages-plugin,58.0,638.0,548.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2021-10-19 18:15:43.000000,90.0,44231.0,44231.0,,,,3.0,,,,,,,3.0,,,,,,,,
+181,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,22,True,predictive-analytics-lab/data-science-types,https://github.com/predictive-analytics-lab/data-science-types,Apache-2.0,2019-09-20 11:45:49.000000,2021-02-16 17:29:01.000000,2021-02-16 17:29:00.000000,57.0,23.0,187.0,2021-02-16 16:47:31.000000,0.2.23,26.0,44.0,39.0,,,data-science-types,446.0,144.0,144.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000000,0.0,53639.0,53639.0,,,,3.0,,,,,,,,,,,,,,,
+182,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Python's builtin doctest module (with pytest plugin integration) with AST instead of REGEX.,testing,22,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000000,2021-10-07 17:48:21.000000,2021-10-06 11:53:11.000000,6.0,20.0,123.0,2021-10-06 11:58:58.000000,0.15.10,62.0,6.0,17.0,,,xdoctest,,1736.0,1684.0,https://pypi.org/project/xdoctest,2021-10-06 11:58:58.000000,52.0,96067.0,96067.0,,,,3.0,,,,,,,,,,,,,,conda-forge/xdoctest,
+183,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,22,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000000,2021-09-21 08:08:53.000000,2021-09-20 15:48:57.000000,17.0,32.0,74.0,2020-05-14 10:45:01.000000,1.5.3,23.0,15.0,2.0,['flake8'],conda-forge/flake8-builtins,flake8-builtins,221.0,3423.0,2911.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000000,512.0,422330.0,424496.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836000,129966.0,3.0,,,,,,,,,,,,,,,
+184,memory_profiler,https://github.com/fabianp/memory_profiler,,Monitor Memory usage of Python code.,profiling,22,False,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632000,2020-10-20 18:00:58.207000,2018-06-28 13:35:12.000000,13.0,,66.0,2018-08-16 03:16:49.000000,0.54.0,52.0,61.0,,,conda-forge/memory_profiler,memory_profiler,500.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,534.0,419586.0,421713.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207000,140399.0,3.0,,,,,,,,,,,,,,,
+185,Profiling,https://github.com/what-studio/profiling,,Was an interactive continuous Python profiler.,profiling,21,False,what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000000,2020-08-24 01:31:58.000000,2020-08-24 01:31:58.000000,113.0,20.0,2992.0,2017-06-28 06:10:16.000000,0.1.3,3.0,18.0,15.0,,,profiling,433.0,45.0,40.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000000,5.0,2425.0,2425.0,,,,3.0,,,,,,,,,,,,,,,
+186,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,21,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000000,2021-11-17 16:04:22.000000,2021-11-17 14:31:56.000000,126.0,443.0,2392.0,,,79.0,62.0,204.0,,conda-forge/mamba,,1534.0,,,,,,,48271.0,https://anaconda.org/conda-forge/mamba,2021-10-14 03:28:02.158000,1544693.0,3.0,,,,,,,-4.0,,,,,,,,
+187,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,21,False,sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000000,2021-08-03 05:52:12.000000,2020-08-26 00:32:16.000000,185.0,125.0,1714.0,2017-11-22 14:27:35.000000,2.7.0,37.0,56.0,88.0,,,sixpack,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000000,4.0,262.0,262.0,,,,3.0,,,,,,,,,,,,,,,
+188,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,21,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000000,2021-09-01 18:41:17.000000,2021-09-01 18:41:12.000000,88.0,34.0,1341.0,2020-09-17 01:55:39.000000,0.9.0,8.0,26.0,46.0,,conda-forge/bowler,bowler,,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000000,10.0,37417.0,37724.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246000,11072.0,3.0,,,,,,,,,,,,,,,
+189,heartrate,https://github.com/alexmojaki/heartrate,,Simple real time visualisation of the execution of a Python program.,profiling,21,True,alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000000,2021-11-13 14:58:19.000000,2021-11-13 14:58:04.000000,115.0,3.0,1318.0,2021-11-13 14:58:19.000000,0.2.2,4.0,3.0,4.0,,,heartrate,27.0,26.0,26.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000000,0.0,1315.0,1315.0,,,,3.0,,,,,,,3.0,,,,,,,,
+190,pyannotate,https://github.com/dropbox/pyannotate,,Auto-generate PEP-484 annotations.,refactoring,21,True,dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000000,2021-10-12 20:53:52.000000,2021-10-12 20:53:49.000000,54.0,33.0,1245.0,2019-09-16 15:37:03.000000,1.2.0,9.0,17.0,26.0,,,pyannotate,95.0,92.0,66.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000000,26.0,3072.0,3072.0,,,,3.0,,,,,,,,,,,,,,,
+191,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,21,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000000,2021-10-14 21:11:19.000000,2021-07-01 09:03:43.000000,45.0,52.0,830.0,2020-09-02 06:33:11.000000,1.19.0,46.0,16.0,28.0,,,wily,703.0,16.0,,https://pypi.org/project/wily,2021-07-01 08:25:50.000000,16.0,9868.0,9868.0,,,,3.0,,,,,,,,,,,,,,,
+192,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,21,True,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000000,2021-09-15 11:45:37.000000,2021-09-15 11:45:37.000000,16.0,15.0,315.0,2021-04-08 20:14:54.000000,1.8.0,22.0,11.0,5.0,,,manhole,485.0,143.0,77.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000000,66.0,32890.0,32890.0,,,,3.0,,,,,,,,,,,,,,,
+193,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,21,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000000,2021-11-16 09:57:38.000000,2021-10-25 20:48:29.000000,18.0,34.0,285.0,2021-08-27 20:23:14.000000,1.11.0,20.0,12.0,3.0,,conda-forge/blacken-docs,blacken-docs,201.0,22.0,,https://pypi.org/project/blacken-docs,2021-08-27 20:23:14.000000,22.0,12560.0,13716.0,https://anaconda.org/conda-forge/blacken-docs,2021-08-27 23:27:48.536000,18497.0,3.0,,,,,,,,,,,,,,,
+194,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,21,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000000,2021-10-20 17:40:15.000000,2021-06-14 12:23:20.000000,42.0,16.0,249.0,2021-06-14 12:12:56.000000,0.10.3,15.0,11.0,17.0,['pytest'],,pytest-docker,60.0,28.0,,https://pypi.org/project/pytest-docker,2021-06-14 12:09:30.000000,28.0,53169.0,53172.0,,,,3.0,,82.0,,,,,,,,,,,,,
+195,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,21,False,ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332000,2020-07-19 15:23:26.710000,2019-10-30 17:50:10.000000,47.0,,248.0,,,13.0,10.0,,,conda-forge/assertpy,assertpy,279.0,124.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000000,124.0,170602.0,170873.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710000,13026.0,3.0,,,,,,,,,,,,,,,
+196,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,21,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000000,2021-11-01 21:21:40.000000,2021-11-01 21:21:39.000000,14.0,34.0,199.0,2021-10-19 01:10:13.000000,2.2.0,31.0,9.0,1.0,,,add-trailing-comma,285.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-10-19 01:10:13.000000,14.0,14630.0,14630.0,,,,3.0,,,,,,,,,,,,,,,
+197,pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,pytest plugin for manipulating test data directories and files.,testing,21,False,gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000000,2020-11-22 23:34:25.000000,2019-10-22 13:19:39.000000,17.0,11.0,151.0,2019-10-22 13:04:22.000000,1.3.1,9.0,7.0,5.0,['pytest'],conda-forge/pytest-datadir,pytest-datadir,71.0,519.0,441.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000000,78.0,95322.0,96862.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374000,93972.0,3.0,,,,,,,,,,,,,,,
+198,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,21,False,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000000,2021-10-11 22:05:26.000000,2020-10-07 04:18:32.000000,29.0,16.0,112.0,2019-12-23 17:05:52.000000,0.5.4,22.0,16.0,18.0,['sphinx'],,sphinx-markdown-builder,99.0,240.0,198.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000000,42.0,25922.0,25922.0,,,,3.0,,,,,,,,,,,,,,,clayrisser/sphinx-markdown-builder
+199,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,21,True,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000000,2021-10-14 20:37:00.000000,2021-10-14 20:29:54.000000,19.0,37.0,99.0,2021-07-03 02:09:02.000000,0.9.3,28.0,6.0,26.0,['mkdocs'],,mkdocs-with-pdf,188.0,73.0,73.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000000,,10938.0,10938.0,,,,3.0,,,,,,,,,,,,,,,
+200,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,21,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000000,2021-08-29 14:44:21.000000,2021-03-21 11:36:52.000000,18.0,3.0,94.0,2019-12-31 16:44:58.000000,0.2.1,10.0,14.0,9.0,,conda-forge/dodgy,dodgy,70.0,1966.0,1442.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000000,524.0,184218.0,184634.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579000,26214.0,3.0,,,,,,,,,,,,,,,
+201,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,21,True,dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000000,2021-10-27 13:22:05.000000,2021-10-27 13:11:03.000000,6.0,14.0,77.0,2021-10-27 13:15:42.000000,0.12.0,14.0,8.0,19.0,,,dlint,214.0,18.0,,https://pypi.org/project/dlint,2021-10-27 13:15:42.000000,18.0,101094.0,101094.0,,,,3.0,,,,,,,,,,,,,,,
+202,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,20,False,lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000000,2021-06-04 01:31:20.000000,2017-03-13 17:42:17.000000,189.0,15.0,2576.0,,,13.0,20.0,40.0,,,pyrasite,274.0,42.0,36.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000000,6.0,16138.0,16138.0,,,,3.0,,,,,,,,,,,,,,,
+203,Birdseye,https://github.com/alexmojaki/birdseye,,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,debugging,20,True,alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000000,2021-11-11 16:04:25.000000,2021-11-11 16:04:02.000000,70.0,32.0,1436.0,2021-11-11 16:04:25.000000,0.9.3,38.0,10.0,18.0,,,birdseye,412.0,0.0,,https://pypi.org/project/birdseye,2021-11-11 16:04:25.000000,0.0,1213.0,1213.0,,,,3.0,,,,,,,,,,,,,,,
+204,shiv,https://github.com/linkedin/shiv,,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",packaging,20,True,linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000000,2021-11-12 16:58:06.000000,2021-10-12 13:53:24.000000,71.0,63.0,1266.0,2021-04-27 16:06:42.000000,0.5.1,56.0,34.0,27.0,,,shiv,,10.0,,https://pypi.org/project/shiv,2021-04-30 16:25:28.000000,10.0,7451.0,7456.0,,,,3.0,,152.0,,,,,,,,,,,,,
+205,python-devtools,https://github.com/samuelcolvin/python-devtools,,Dev tools for python.,logging,20,True,samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000000,2021-09-29 08:43:45.000000,2021-09-08 10:38:28.000000,15.0,34.0,426.0,2021-09-29 08:43:45.000000,0.8.0,12.0,7.0,2.0,,,python-devtools,98.0,483.0,482.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000000,1.0,553.0,553.0,,,,3.0,,,,,,,,,,,,,,,
+206,Fixit,https://github.com/Instagram/Fixit,,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",linters,20,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000000,2021-10-12 21:33:55.000000,2021-08-05 20:47:45.000000,39.0,25.0,282.0,2021-07-31 16:17:24.000000,0.1.4,6.0,27.0,32.0,,,fixit,,12.0,12.0,https://pypi.org/project/fixit,2021-07-30 20:35:02.000000,0.0,5279.0,5279.0,,,,3.0,,,,,,,,,,,,,,,
+207,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,20,False,ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000000,2020-06-19 16:51:36.000000,2020-06-19 16:51:00.000000,15.0,3.0,103.0,2017-08-31 23:17:01.000000,17.8.0,6.0,8.0,19.0,['flake8'],,flake8-mypy,50.0,976.0,778.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000000,198.0,34838.0,34838.0,,,,3.0,,,,,,,,,,,,,,,
+208,flake8-bandit,https://github.com/tylerwince/flake8-bandit,,Automated security testing using bandit and flake8.,linters,20,False,tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000000,2020-12-29 20:50:06.000000,2020-08-29 05:51:08.000000,16.0,8.0,66.0,2019-10-08 03:58:31.000000,2.1.2,11.0,5.0,4.0,['flake8'],,flake8-bandit,44.0,156.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000000,156.0,547523.0,547523.0,,,,3.0,,,,,,,,,,,,,,,
+209,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,20,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000000,2021-04-21 16:21:07.000000,2019-08-07 13:44:00.000000,12.0,3.0,62.0,2013-06-22 15:34:37.000000,0.1.5,10.0,5.0,10.0,,,unify,69.0,390.0,336.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000000,54.0,71223.0,71223.0,,,,3.0,,,,,,,,,,,,,,,
+210,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,20,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000000,2021-03-10 19:35:23.000000,2021-03-10 19:35:23.000000,9.0,5.0,59.0,,,5.0,7.0,5.0,['pylint'],conda-forge/pylint-flask,pylint-flask,40.0,6185.0,5479.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000000,706.0,204264.0,205106.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934000,53073.0,3.0,,,,,,,,,,,,,,,
+211,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,19,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000000,2021-08-19 17:32:41.000000,2021-08-19 17:32:35.000000,65.0,31.0,2197.0,2021-08-19 17:31:53.000000,1.2.24,47.0,5.0,,,,pretty_errors,129.0,0.0,,https://pypi.org/project/pretty_errors,2021-08-19 17:31:53.000000,0.0,17735.0,17735.0,,,,3.0,,,,,,,,,,,,,,,
+212,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,19,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000000,2021-11-11 20:47:37.000000,2021-11-09 00:16:31.000000,35.0,68.0,930.0,2021-07-02 13:17:04.000000,0.3.1,26.0,27.0,43.0,,,pyflow,344.0,0.0,,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000000,0.0,180.0,313.0,,,,3.0,,3606.0,,,,,,,,,,,,,
+213,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,19,True,csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000000,2021-09-18 20:16:24.000000,2021-09-18 20:16:24.000000,37.0,9.0,682.0,2018-12-06 03:59:34.000000,0.0.6,6.0,5.0,3.0,,,py-heat,55.0,42.0,32.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000000,10.0,3533.0,3533.0,,,,3.0,,,,,,,,,,,,,,,
+214,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,19,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000000,2021-10-30 20:12:27.000000,2019-05-10 19:18:48.000000,23.0,40.0,371.0,2019-05-10 19:21:38.000000,0.0.19,18.0,3.0,2.0,,,vex,200.0,37.0,21.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000000,16.0,607.0,607.0,,,,3.0,,,,,,,,,,,,,,,
+215,constructor,https://github.com/conda/constructor,,tool for creating installers from conda packages.,packaging,19,True,conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000000,2021-11-11 15:49:59.000000,2021-08-26 12:18:15.000000,130.0,194.0,332.0,2021-03-31 20:21:51.000000,3.2.1,37.0,47.0,57.0,,constructor,,951.0,10.0,10.0,,,,,76.0,https://anaconda.org/anaconda/constructor,2021-04-01 17:48:58.348000,4749.0,3.0,,220.0,,,,,,,,,,,,,
+216,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings on multiple projects.,linters,19,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000000,2021-11-15 19:13:34.000000,2021-11-10 10:54:21.000000,13.0,57.0,192.0,2021-11-08 00:58:03.000000,0.29.0,45.0,13.0,32.0,['flake8'],,nitpick,591.0,0.0,,https://pypi.org/project/nitpick,2021-11-08 00:58:00.000000,0.0,11918.0,11918.0,,,,3.0,,4.0,,,,,,,,,,,,,
+217,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,19,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000000,2021-07-26 20:00:21.000000,2020-10-01 09:23:01.000000,19.0,13.0,118.0,2020-10-01 09:33:03.000000,2.0.0,16.0,7.0,6.0,,,eradicate,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000000,156.0,249934.0,249934.0,,,,3.0,,,,,,,,,,,,,,,
+218,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,19,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000000,2021-11-05 15:32:59.000000,2021-03-03 04:44:57.000000,15.0,29.0,117.0,2020-02-01 05:12:09.000000,0.2.2,6.0,10.0,21.0,['flake8'],conda-forge/pandas-vet,pandas-vet,179.0,54.0,54.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000000,0.0,5405.0,5652.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445000,7644.0,3.0,,39.0,,,,,,,,,,,,,
+219,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,19,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000000,2021-11-15 20:27:50.000000,2021-09-14 09:30:18.000000,13.0,66.0,116.0,2021-09-14 09:33:27.000000,0.9.2,33.0,13.0,10.0,,,unimport,400.0,15.0,15.0,https://pypi.org/project/unimport,2021-09-14 09:33:27.000000,,4615.0,4615.0,,,,3.0,,,,,,,,,,,,,,,
+220,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,19,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000000,2021-10-29 14:54:42.000000,2019-05-24 17:17:56.000000,7.0,3.0,84.0,2014-09-07 13:57:37.000000,0.5.7,23.0,3.0,3.0,,,pyformat,199.0,129.0,107.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000000,22.0,24135.0,24135.0,,,,3.0,,,,,,,,,,,,,,,
+221,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,19,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000000,2020-10-16 02:02:54.000000,2020-10-16 01:58:36.000000,5.0,9.0,38.0,2020-10-16 02:02:42.000000,0.3.1,8.0,6.0,2.0,['mkdocs'],,mkdocs-git-revision-date-plugin,24.0,387.0,369.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000000,18.0,20611.0,20611.0,,,,3.0,,,,,,,,,,,,,,,
+222,mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",documentation,19,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000000,2021-10-20 08:33:55.000000,2021-10-20 08:29:42.000000,6.0,54.0,27.0,2021-10-20 08:33:49.000000,2.0.3,27.0,1.0,1.0,['mkdocs'],,mkdocs-print-site-plugin,185.0,55.0,55.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-10-20 08:33:49.000000,0.0,4681.0,4681.0,,,,3.0,,,,,,,3.0,,,,,,,,
+223,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,19,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000000,2021-11-15 05:53:09.000000,2021-11-15 05:05:03.000000,5.0,11.0,12.0,2021-11-15 05:07:43.000000,3.1.0,28.0,4.0,1.0,"['flake8', 'pylint']",,yala,193.0,56.0,38.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000000,18.0,1249.0,1249.0,,,,3.0,,,,,,,,,,,,,,,
+224,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,18,True,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000000,2021-11-14 09:00:13.000000,2021-11-13 23:30:56.000000,305.0,195.0,4591.0,2019-02-14 00:27:42.000000,1.1.5,7.0,46.0,135.0,,,,478.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
+225,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,18,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000000,2019-11-25 09:19:01.000000,2019-11-25 09:19:00.000000,111.0,15.0,2097.0,2019-03-09 13:53:12.000000,1.0.0,20.0,18.0,7.0,,,fake2db,242.0,17.0,16.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000000,1.0,333.0,333.0,,,,3.0,,,,,,,,,,,,,,,
+226,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,18,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000000,2021-11-10 22:22:47.000000,2021-11-10 22:22:45.000000,45.0,21.0,1480.0,2020-12-02 20:41:20.000000,20.12.2,3.0,29.0,8.0,,,xar,,16.0,16.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000000,,113.0,113.0,,,,3.0,,,,,,,,,,,,,,,
+227,flakehell,https://github.com/life4/flakehell,,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",linters,18,True,life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000000,2021-01-11 21:35:41.000000,2021-01-11 21:35:40.000000,32.0,,224.0,2021-01-11 18:40:32.000000,0.9.0,28.0,16.0,4.0,['flake8'],,flakehell,368.0,0.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000000,0.0,41213.0,41215.0,,,,3.0,,57.0,,,,,,,,,,,,,
+228,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,18,True,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000000,2021-10-01 21:06:28.000000,2021-10-01 21:06:26.000000,37.0,23.0,217.0,2016-09-18 21:57:32.000000,1.1.0,9.0,16.0,23.0,,,imhotep,358.0,11.0,7.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000000,4.0,37.0,37.0,,,,3.0,,,,,,,,,,,,,,,
+229,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,18,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000000,2020-04-13 11:49:33.000000,2019-10-04 19:05:46.000000,18.0,13.0,152.0,2018-06-24 06:23:48.000000,0.8.2,7.0,9.0,5.0,,,pynt,128.0,127.0,73.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000000,54.0,5700.0,5700.0,,,,3.0,,,,,,,,,,,,,,,
+230,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,17,True,timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000000,2021-06-13 08:00:00.000000,2021-06-13 07:59:39.000000,58.0,29.0,768.0,2021-06-13 08:00:00.000000,1.7.0,28.0,16.0,21.0,,,portray,,8.0,,https://pypi.org/project/portray,2021-06-13 08:00:00.000000,8.0,7465.0,7465.0,,,,3.0,,,,,,,,,,,,,,,
+231,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,17,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000000,2021-11-17 07:09:36.000000,2021-11-17 07:06:26.000000,15.0,42.0,529.0,2021-11-06 06:22:43.000000,0.9.1,16.0,9.0,11.0,,conda-forge/beartype,beartype,,0.0,,https://pypi.org/project/beartype,2021-11-06 06:22:43.000000,0.0,44059.0,44555.0,https://anaconda.org/conda-forge/beartype,2021-11-06 11:46:27.962000,8435.0,3.0,,,,,,,,,,,,,,,
+232,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,17,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000000,2021-07-28 15:57:26.000000,2017-02-13 18:07:04.000000,15.0,1.0,293.0,2017-02-13 18:07:58.000000,0.0.8,8.0,2.0,14.0,,,pycycle,26.0,54.0,47.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000000,7.0,2146.0,2146.0,,,,3.0,,,,,,,,,,,,,,,
+233,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,17,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000000,2021-07-15 00:42:03.000000,2021-07-15 00:42:02.000000,11.0,6.0,225.0,2020-11-27 21:20:22.000000,0.3.1,11.0,5.0,8.0,,,bellybutton,33.0,13.0,13.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000000,0.0,5868.0,5868.0,,,,3.0,,,,,,,,,,,,,,,
+234,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,17,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000000,2021-10-12 23:24:38.000000,2021-10-12 23:24:38.000000,17.0,8.0,113.0,2021-10-04 10:16:29.000000,21.10.0,10.0,8.0,6.0,,conda-forge/retype,retype,,34.0,,https://pypi.org/project/retype,2021-10-04 10:16:29.000000,34.0,995.0,1324.0,https://anaconda.org/conda-forge/retype,2021-10-04 14:22:07.653000,15163.0,3.0,,,,,,,,,,,,,,,
+235,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,17,True,elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000000,2020-12-23 02:17:37.000000,2020-12-23 02:11:17.000000,14.0,5.0,93.0,2020-12-23 02:19:02.000000,0.69.1,15.0,6.0,3.0,,,massedit,178.0,10.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000000,10.0,1603.0,1603.0,,,,3.0,,17.0,,,,,,,,,,,,,
+236,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,17,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000000,2021-08-20 18:28:32.000000,2021-08-20 18:28:32.000000,11.0,3.0,48.0,2021-07-27 09:00:22.000000,0.4.8,18.0,7.0,3.0,,,lazydocs,,51.0,51.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000000,0.0,1108.0,1108.0,,,,3.0,,,,,,,,,,,,,,,
+237,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,16,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000000,2021-11-05 05:36:21.000000,2021-11-05 05:35:41.000000,127.0,161.0,3279.0,2021-10-26 00:49:29.000000,pyoxidizer/0.18.0,10.0,37.0,244.0,,,,,,,,,,,54.0,,,,3.0,,1196.0,,,,,,,,,,,,,
+238,tbvaccine,https://github.com/skorokithakis/tbvaccine,,A small utility to pretty-print Python tracebacks.,logging,16,False,skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000000,2020-03-01 19:24:46.000000,2020-03-01 19:24:44.000000,12.0,13.0,362.0,2018-12-14 18:07:29.000000,0.3.1,12.0,12.0,7.0,,,tbvaccine,80.0,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000000,,1964.0,1964.0,,,,3.0,,,,,,,,,,,,,,,
+239,pep8ify,https://github.com/spulec/pep8ify,,A library that modifies python source code to conform to pep8.,refactoring,16,False,spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000000,2019-03-08 03:06:14.000000,2014-10-24 20:36:38.000000,12.0,12.0,116.0,2014-10-24 20:36:57.000000,0.0.13,13.0,6.0,6.0,,,pep8ify,154.0,53.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000000,19.0,139.0,139.0,,,,3.0,,,,,,,,,,,,,,,
+240,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,16,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000000,2021-08-21 14:47:42.000000,2021-08-21 14:47:42.000000,7.0,15.0,104.0,2021-08-21 09:01:26.000000,0.3.0,3.0,4.0,5.0,,,com2ann,31.0,7.0,7.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000000,0.0,1784.0,1784.0,,,,3.0,,,,,,,,,,,,,,,
+241,pytest-play,https://github.com/pytest-dev/pytest-play,,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,testing,16,False,pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000000,2019-08-20 15:57:27.000000,2019-06-12 11:57:28.000000,3.0,24.0,64.0,2019-06-12 11:59:29.000000,2.3.1,23.0,3.0,5.0,['pytest'],,pytest-play,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000000,4.0,608.0,608.0,,,,3.0,,,,,,,,,,,,,,,
+242,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,16,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000000,2021-10-02 23:56:14.000000,2021-10-02 23:50:49.000000,10.0,38.0,61.0,2021-10-02 23:56:27.000000,8.6.0,24.0,11.0,4.0,,,pip-run,,0.0,,https://pypi.org/project/pip-run,2021-10-02 23:56:14.000000,0.0,8455.0,8455.0,,,,3.0,,,,,,,,,,,,,,,
+243,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,15,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000000,2021-11-10 20:28:36.000000,2021-11-10 20:28:36.000000,163.0,169.0,1500.0,,,,58.0,23.0,,,,414.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
+244,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,15,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000000,2021-09-14 16:38:07.000000,2020-11-30 22:18:53.000000,21.0,1.0,184.0,2018-12-12 19:47:05.000000,0.7.0,10.0,17.0,8.0,"['flake8', 'mypy']",,linty-fresh,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000000,,35.0,35.0,,,,3.0,,,,,,,,,,,,,,,
+245,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,14,True,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000000,2021-08-27 04:13:02.000000,2021-08-27 04:13:02.000000,318.0,64.0,2943.0,,,,33.0,5.0,,,,138.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
+246,subpar,https://github.com/google/subpar,,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,packaging,14,False,google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000000,2021-09-30 08:05:27.000000,2019-08-15 01:37:08.000000,62.0,30.0,499.0,2019-05-14 20:14:05.000000,2.0.0,5.0,14.0,33.0,,,,93.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
+247,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,14,True,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000000,2021-11-10 20:55:25.000000,2021-10-06 10:33:35.000000,60.0,53.0,398.0,,,,48.0,45.0,,,,750.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
+248,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,14,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000000,2021-06-01 22:15:42.000000,2019-06-27 03:42:48.000000,11.0,10.0,129.0,2018-11-08 03:05:43.000000,0.7.1,25.0,5.0,7.0,,,pipenv-pipes,285.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000000,,153.0,153.0,,,,3.0,,,,,,,,,,,,,,,
+249,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,14,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000000,2021-08-01 15:51:53.000000,2021-08-01 15:51:53.000000,8.0,22.0,39.0,2021-02-11 10:24:35.000000,0.4.0,6.0,5.0,3.0,['mkdocs'],,mkdocs-versioning,133.0,,,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000000,,4711.0,4711.0,,,,3.0,,,,,,,,,,,,,,,
+250,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,14,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000000,2021-11-17 17:00:05.000000,2021-11-17 17:00:05.000000,5.0,3.0,13.0,2021-11-17 16:59:34.000000,0.6.18,40.0,4.0,,,,universal-build,,6.0,6.0,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000000,0.0,435.0,436.0,,,,3.0,,16.0,,,,,,,,,,,,,
+251,livepython,https://github.com/agermanidis/livepython,,Visually trace Python code in real-time.,profiling,12,False,agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000000,2019-01-22 17:39:55.000000,2017-11-14 21:27:52.000000,164.0,15.0,2458.0,,,,3.0,10.0,,,,20.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
+252,cohesion,https://github.com/mschwager/cohesion,,A tool for measuring Python class cohesion.,code-metrics,12,False,mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000000,2019-08-05 17:14:04.000000,2019-08-05 17:14:01.000000,2.0,11.0,146.0,2019-07-10 16:08:05.000000,1.0.0,9.0,2.0,3.0,,,cohesion,78.0,6.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000000,6.0,1609.0,1609.0,,,,3.0,,,,,,,,,,,,,,,
+253,pyship,https://github.com/jamesabel/pyship,,pyship - ship Python desktop apps to end users.,packaging,10,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000000,2021-06-09 04:34:00.000000,2021-06-09 04:33:22.000000,,,15.0,2021-06-09 04:34:00.000000,0.1.5,17.0,,4.0,,,pyship,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000000,,63.0,63.0,,,,3.0,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index a196064..1a77801 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._
-- psutil (π₯37 Β· β 7.6K Β· π) - Cross-platform lib for process and system monitoring in Python. BSD-3
-- mkdocs (π₯36 Β· β 13K Β· π) - Project documentation with Markdown. BSD-2 BSD-2
-- flake8-quotes (π₯27 Β· β 130 Β· π) - Flake8 extension for checking quotes in python. MIT MIT
+- prospector (π₯29 Β· β 1.5K Β· π) - Inspects Python source files and provides information about.. βοΈGPL-2.0
+- py2app (π₯26 Β· β 160 Β· π) - py2app is a Python setuptools command which will allow you to make.. MIT
+- mkdocs-awesome-pages-plugin (π₯22 Β· β 190 Β· π) - An MkDocs plugin that simplifies configuring page.. MIT MIT
+- mkdocs-print-site-plugin (π₯19 Β· β 27 Β· π) - MkDocs Plugin that adds an additional page that.. MIT βοΈGPL-2.0
-- pyre-check (π₯25 Β· β 5.5K Β· π) - Performant type-checking for python. MIT
-- pyinstrument (π₯25 Β· β 3.1K Β· π) - Call stack profiler for Python. Shows you why your code is.. BSD-3
-- mypy-protobuf (π₯21 Β· β 380 Β· π) - open source tools to generate mypy stubs from protobufs. Apache-2
-- mkdocs-versioning (π₯15 Β· β 40 Β· π) - A tool that allows for versioning sites built with.. MIT MIT
+- flake8 (π₯33 Β· β 1.6K Β· π) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
+- pycodestyle (π₯31 Β· β 4.4K Β· π) - Simple Python style checker in one Python file. βοΈSaxpath
+- wheel (π₯30 Β· β 280 Β· π) - The official binary distribution format for Python. MIT
+- mamba (π₯21 Β· β 2.4K Β· π) - The Fast Cross-Platform Package Manager. BSD-3