diff --git a/README.md b/README.md
index 1152a8c..d2b1575 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
-This curated list contains 260 awesome open-source projects with a total of 690K 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 260 awesome open-source projects with a total of 700K 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!
---
@@ -77,7 +77,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
mypy (π₯43 Β· β 13K) - Optional static typing for Python. MIT
-- [GitHub](https://github.com/python/mypy) (π¨βπ» 560 Β· π 2.1K Β· π¦ 72K Β· π 7.7K - 28% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/python/mypy) (π¨βπ» 560 Β· π 2.1K Β· π¦ 73K Β· π 7.7K - 27% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/python/mypy
@@ -86,30 +86,30 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install mypy
```
-- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 1.7M Β· β±οΈ 24.03.2022):
+- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 1.8M Β· β±οΈ 24.03.2022):
```
conda install -c conda-forge mypy
```
pylint (π₯40 Β· β 3.9K) - Its not just a linter that annoys you!. βοΈGPL-2.0
+pylint (π₯40 Β· β 4K) - Its not just a linter that annoys you!. βοΈGPL-2.0
-- [GitHub](https://github.com/PyCQA/pylint) (π¨βπ» 450 Β· π 840 Β· π 4.1K - 18% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/PyCQA/pylint) (π¨βπ» 450 Β· π 850 Β· π 4.2K - 18% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/PyCQA/pylint
```
-- [PyPi](https://pypi.org/project/pylint) (π₯ 11M / month Β· π¦ 21K Β· β±οΈ 20.04.2022):
+- [PyPi](https://pypi.org/project/pylint) (π₯ 11M / month Β· π¦ 21K Β· β±οΈ 02.05.2022):
```
pip install pylint
```
-- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 2.7M Β· β±οΈ 27.04.2022):
+- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 2.7M Β· β±οΈ 03.05.2022):
```
conda install -c conda-forge pylint
```
flake8 (π₯39 Β· β 2K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
-- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 160 Β· π 200 Β· π¦ 250K Β· π 1.4K - 2% open Β· β±οΈ 25.04.2022):
+- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 160 Β· π 200 Β· π¦ 250K Β· π 1.4K - 2% open Β· β±οΈ 02.05.2022):
```
git clone https://github.com/PyCQA/flake8
@@ -118,14 +118,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install flake8
```
-- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 4M Β· β±οΈ 08.03.2022):
+- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 4.1M Β· β±οΈ 08.03.2022):
```
conda install -c conda-forge flake8
```
pycodestyle (π₯37 Β· β 4.6K) - Simple Python style checker in one Python file. βοΈSaxpath
+pycodestyle (π₯36 Β· β 4.6K) - Simple Python style checker in one Python file. βοΈSaxpath
-- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 130 Β· π 610 Β· π¦ 210K Β· π 670 - 16% open Β· β±οΈ 17.04.2022):
+- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 130 Β· π 610 Β· π¦ 210K Β· π 670 - 16% open Β· β±οΈ 02.05.2022):
```
git clone https://github.com/PyCQA/pycodestyle
@@ -141,19 +141,19 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pyright (π₯35 Β· β 7.9K) - Static type checker for Python. MIT
-- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 76 Β· π 450 Β· π¦ 250 Β· π 2.8K - 0% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 76 Β· π 450 Β· π¦ 250 Β· π 2.8K - 0% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/Microsoft/pyright
```
-- [npm](https://www.npmjs.com/package/pyright) (π₯ 250K / month Β· π¦ 3 Β· β±οΈ 27.04.2022):
+- [npm](https://www.npmjs.com/package/pyright) (π₯ 260K / month Β· π¦ 3 Β· β±οΈ 04.05.2022):
```
npm install pyright
```
wemake-python-styleguide (π₯35 Β· β 1.9K) - The strictest and most opinionated python linter ever!. MIT
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 160 Β· π 330 Β· π¦ 1.3K Β· π 1K - 8% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 170 Β· π 330 Β· π¦ 1.3K Β· π 1K - 8% open Β· β±οΈ 02.05.2022):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
@@ -181,19 +181,19 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pyre-check (π₯33 Β· β 5.9K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 200 Β· π 380 Β· π 320 - 30% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 200 Β· π 380 Β· π 320 - 30% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pyre-check) (π₯ 38K / month Β· π¦ 32 Β· β±οΈ 23.04.2022):
+- [PyPi](https://pypi.org/project/pyre-check) (π₯ 39K / month Β· π¦ 32 Β· β±οΈ 23.04.2022):
```
pip install pyre-check
```
pytype (π₯33 Β· β 3.7K) - A static type analyzer for Python code. Apache-2
-- [GitHub](https://github.com/google/pytype) (π¨βπ» 73 Β· π 240 Β· π 520 - 19% open Β· β±οΈ 26.04.2022):
+- [GitHub](https://github.com/google/pytype) (π¨βπ» 73 Β· π 240 Β· π 520 - 18% open Β· β±οΈ 02.05.2022):
```
git clone https://github.com/google/pytype
@@ -207,7 +207,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge pytype
```
pydocstyle (π₯32 Β· β 880) - docstring style checker. MIT
+pydocstyle (π₯32 Β· β 890) - docstring style checker. MIT
- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 81 Β· π 160 Β· π₯ 56 Β· π¦ 26K Β· π 290 - 28% open Β· β±οΈ 05.04.2022):
@@ -218,12 +218,44 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install pydocstyle
```
-- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 620K Β· β±οΈ 18.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 630K Β· β±οΈ 18.05.2021):
```
conda install -c conda-forge pydocstyle
```
parso (π₯32 Β· β 490) - A Python Parser. MIT
+pylint-django (π₯31 Β· β 510) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0 
+
+- [GitHub](https://github.com/PyCQA/pylint-django) (π¨βπ» 64 Β· π 110 Β· π₯ 210 Β· π¦ 17K Β· π 200 - 19% open Β· β±οΈ 12.04.2022):
+
+ ```
+ git clone https://github.com/PyCQA/pylint-django
+ ```
+- [PyPi](https://pypi.org/project/pylint-django) (π₯ 730K / month Β· π¦ 1.2K Β· β±οΈ 25.03.2022):
+ ```
+ pip install pylint-django
+ ```
+- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 91K Β· β±οΈ 07.04.2022):
+ ```
+ conda install -c conda-forge pylint-django
+ ```
+flake8-bugbear (π₯30 Β· β 730) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
+
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 54 Β· π 60 Β· π¦ 8.1K Β· π 130 - 29% open Β· β±οΈ 02.05.2022):
+
+ ```
+ git clone https://github.com/PyCQA/flake8-bugbear
+ ```
+- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 1.4M / month Β· π¦ 920 Β· β±οΈ 25.04.2022):
+ ```
+ pip install flake8-bugbear
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 570K Β· β±οΈ 26.04.2022):
+ ```
+ conda install -c conda-forge flake8-bugbear
+ ```
+parso (π₯30 Β· β 490 Β· π) - A Python Parser. MIT
- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 44 Β· π 83 Β· π¦ 190K Β· π 100 - 6% open Β· β±οΈ 14.02.2022):
@@ -234,43 +266,11 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install parso
```
-- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 7.2M Β· β±οΈ 01.12.2021):
+- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 7.3M Β· β±οΈ 01.12.2021):
```
conda install -c conda-forge parso
```
pylint-django (π₯31 Β· β 510) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0
-
-- [GitHub](https://github.com/PyCQA/pylint-django) (π¨βπ» 64 Β· π 110 Β· π₯ 210 Β· π¦ 17K Β· π 200 - 19% open Β· β±οΈ 12.04.2022):
-
- ```
- git clone https://github.com/PyCQA/pylint-django
- ```
-- [PyPi](https://pypi.org/project/pylint-django) (π₯ 750K / month Β· π¦ 1.2K Β· β±οΈ 25.03.2022):
- ```
- pip install pylint-django
- ```
-- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 91K Β· β±οΈ 07.04.2022):
- ```
- conda install -c conda-forge pylint-django
- ```
-flake8-bugbear (π₯30 Β· β 720) - A plugin for Flake8 finding likely bugs and design problems.. MIT
-
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 53 Β· π 60 Β· π¦ 8K Β· π 130 - 30% open Β· β±οΈ 25.04.2022):
-
- ```
- git clone https://github.com/PyCQA/flake8-bugbear
- ```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 1.4M / month Β· π¦ 920 Β· β±οΈ 25.04.2022):
- ```
- pip install flake8-bugbear
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 560K Β· β±οΈ 26.04.2022):
- ```
- conda install -c conda-forge flake8-bugbear
- ```
-coala (π₯28 Β· β 3.3K Β· π€) - 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):
@@ -278,14 +278,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/coala/coala
```
-- [PyPi](https://pypi.org/project/coala-bears) (π₯ 3.5K / month Β· π¦ 100 Β· β±οΈ 10.11.2017):
+- [PyPi](https://pypi.org/project/coala-bears) (π₯ 5K / month Β· π¦ 100 Β· β±οΈ 10.11.2017):
```
pip install coala-bears
```
pylama (π₯28 Β· β 880) - Code audit tool for python. MIT
-- [GitHub](https://github.com/klen/pylama) (π¨βπ» 48 Β· π 91 Β· π¦ 3.7K Β· π 130 - 29% open Β· β±οΈ 11.03.2022):
+- [GitHub](https://github.com/klen/pylama) (π¨βπ» 48 Β· π 91 Β· π¦ 3.8K Β· π 130 - 29% open Β· β±οΈ 11.03.2022):
```
git clone https://github.com/klen/pylama
@@ -302,35 +302,35 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/openstack/hacking
```
-- [PyPi](https://pypi.org/project/hacking) (π₯ 270K / month Β· π¦ 4.4K Β· β±οΈ 21.04.2021):
+- [PyPi](https://pypi.org/project/hacking) (π₯ 260K / month Β· π¦ 4.4K Β· β±οΈ 21.04.2021):
```
pip install hacking
```
mypy-protobuf (π₯27 Β· β 450) - open source tools to generate mypy stubs from protobufs. Apache-2
-- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (π¨βπ» 32 Β· π 64 Β· π 110 - 5% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (π¨βπ» 32 Β· π 64 Β· π 110 - 5% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/dropbox/mypy-protobuf
```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 810K / month Β· π¦ 50 Β· β±οΈ 23.01.2022):
+- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 800K / month Β· π¦ 50 Β· β±οΈ 23.01.2022):
```
pip install mypy-protobuf
```
-- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 34K Β· β±οΈ 24.01.2022):
+- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 35K Β· β±οΈ 24.01.2022):
```
conda install -c conda-forge mypy-protobuf
```
check-manifest (π₯27 Β· β 260) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
-- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 21 Β· π 34 Β· π¦ 7.4K Β· π 92 - 20% open Β· β±οΈ 20.04.2022):
+- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 21 Β· π 34 Β· π¦ 7.5K Β· π 92 - 20% open Β· β±οΈ 20.04.2022):
```
git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/check-manifest) (π₯ 180K / month Β· π¦ 2.6K Β· β±οΈ 13.03.2022):
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 170K / month Β· π¦ 2.6K Β· β±οΈ 13.03.2022):
```
pip install check-manifest
```
@@ -341,12 +341,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
beartype (π₯26 Β· β 1.1K) - Unbearably fast O(1) runtime type-checking in pure Python. MIT
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 9 Β· π 22 Β· π 99 - 18% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 9 Β· π 22 Β· π 100 - 18% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 98K / month Β· π¦ 30 Β· β±οΈ 15.03.2022):
+- [PyPi](https://pypi.org/project/beartype) (π₯ 96K / month Β· π¦ 30 Β· β±οΈ 15.03.2022):
```
pip install beartype
```
@@ -355,14 +355,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge beartype
```
darglint (π₯26 Β· β 410) - A python documentation linter which checks that the docstring description.. MIT
+darglint (π₯26 Β· β 410 Β· π€) - A python documentation linter which checks that the docstring.. MIT
-- [GitHub](https://github.com/terrencepreilly/darglint) (π¨βπ» 22 Β· π 37 Β· π¦ 2.3K Β· π 140 - 34% open Β· β±οΈ 18.10.2021):
+- [GitHub](https://github.com/terrencepreilly/darglint) (π¨βπ» 22 Β· π 36 Β· π¦ 2.3K Β· π 140 - 35% open Β· β±οΈ 18.10.2021):
```
git clone https://github.com/terrencepreilly/darglint
```
-- [PyPi](https://pypi.org/project/darglint) (π₯ 320K / month Β· π¦ 53 Β· β±οΈ 18.10.2021):
+- [PyPi](https://pypi.org/project/darglint) (π₯ 310K / month Β· π¦ 53 Β· β±οΈ 18.10.2021):
```
pip install darglint
```
@@ -373,12 +373,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
flake8-comprehensions (π₯26 Β· β 350) - A flake8 plugin to help you write better.. MIT
-- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 12 Β· π 16 Β· π 43 - 18% open Β· β±οΈ 27.04.2022):
+- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 12 Β· π 16 Β· π 43 - 18% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 720K / month Β· π¦ 530 Β· β±οΈ 10.01.2022):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 690K / month Β· π¦ 530 Β· β±οΈ 10.01.2022):
```
pip install flake8-comprehensions
```
@@ -394,7 +394,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/gforcada/flake8-isort
```
-- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 630K / month Β· π¦ 610 Β· β±οΈ 14.10.2021):
+- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 600K / month Β· π¦ 610 Β· β±οΈ 14.10.2021):
```
pip install flake8-isort
```
@@ -403,7 +403,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge flake8-isort
```
flake8-quotes (π₯25 Β· β 140) - Flake8 extension for checking quotes in python. MIT
+flake8-quotes (π₯25 Β· β 140 Β· π€) - Flake8 extension for checking quotes in python. MIT
- [GitHub](https://github.com/zheller/flake8-quotes) (π¨βπ» 30 Β· π 33 Β· π¦ 4.9K Β· π 44 - 6% open Β· β±οΈ 19.10.2021):
@@ -419,14 +419,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge flake8-quotes
```
flake8-eradicate (π₯24 Β· β 240) - Flake8 plugin to find commented out or dead code. MIT
+flake8-eradicate (π₯24 Β· β 250) - Flake8 plugin to find commented out or dead code. MIT
-- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 14 Β· π 9 Β· π 29 - 3% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 14 Β· π 10 Β· π 30 - 6% open Β· β±οΈ 02.05.2022):
```
git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 350K / month Β· π¦ 88 Β· β±οΈ 26.04.2022):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 340K / month Β· π¦ 88 Β· β±οΈ 26.04.2022):
```
pip install flake8-eradicate
```
@@ -442,23 +442,23 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/peterjc/flake8-black
```
-- [PyPi](https://pypi.org/project/flake8-black) (π₯ 470K / month Β· π¦ 150 Β· β±οΈ 25.02.2022):
+- [PyPi](https://pypi.org/project/flake8-black) (π₯ 450K / month Β· π¦ 150 Β· β±οΈ 25.02.2022):
```
pip install flake8-black
```
-- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 230K Β· β±οΈ 25.02.2022):
+- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 240K Β· β±οΈ 25.02.2022):
```
conda install -c conda-forge flake8-black
```
flake8-commas (π₯23 Β· β 130) - Flake8 extension for enforcing trailing commas in python. MIT
+flake8-commas (π₯23 Β· β 130 Β· π€) - Flake8 extension for enforcing trailing commas in python. MIT
- [GitHub](https://github.com/PyCQA/flake8-commas) (π¨βπ» 12 Β· π 23 Β· π¦ 2.9K 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₯ 310K / month Β· π¦ 330 Β· β±οΈ 13.10.2021):
+- [PyPi](https://pypi.org/project/flake8-commas) (π₯ 300K / month Β· π¦ 330 Β· β±οΈ 13.10.2021):
```
pip install flake8-commas
```
@@ -470,23 +470,11 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/tylerwince/flake8-bandit
```
-- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 590K / month Β· π¦ 130 Β· β±οΈ 11.03.2022):
+- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 580K / month Β· π¦ 130 Β· β±οΈ 11.03.2022):
```
pip install flake8-bandit
```
Fixit (π₯22 Β· β 300) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT
-
-- [GitHub](https://github.com/Instagram/Fixit) (π¨βπ» 29 Β· π 43 Β· π¦ 17 Β· π 57 - 56% open Β· β±οΈ 07.01.2022):
-
- ```
- git clone https://github.com/Instagram/Fixit
- ```
-- [PyPi](https://pypi.org/project/fixit) (π₯ 11K / month Β· π¦ 2 Β· β±οΈ 30.07.2021):
- ```
- pip install fixit
- ```
-flake8-builtins (π₯22 Β· β 80 Β· π€) - Check for python builtins being used as variables or.. βοΈGPL-2.0
- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 15 Β· π 18 Β· π¦ 3.8K Β· π 36 - 11% open Β· β±οΈ 20.09.2021):
@@ -494,7 +482,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 490K / month Β· π¦ 300 Β· β±οΈ 14.05.2020):
+- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 480K / month Β· π¦ 300 Β· β±οΈ 14.05.2020):
```
pip install flake8-builtins
```
@@ -503,6 +491,18 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge flake8-builtins
```
Fixit (π₯21 Β· β 300) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT
+
+- [GitHub](https://github.com/Instagram/Fixit) (π¨βπ» 29 Β· π 43 Β· π¦ 17 Β· π 57 - 56% open Β· β±οΈ 07.01.2022):
+
+ ```
+ git clone https://github.com/Instagram/Fixit
+ ```
+- [PyPi](https://pypi.org/project/fixit) (π₯ 12K / month Β· π¦ 2 Β· β±οΈ 30.07.2021):
+ ```
+ pip install fixit
+ ```
+nitpick (π₯21 Β· β 250) - Enforce the same settings on multiple projects. MIT
- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 14 Β· π 14 Β· π₯ 4 Β· π 110 - 33% open Β· β±οΈ 01.04.2022):
@@ -510,24 +510,24 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 11K / month Β· π¦ 4 Β· β±οΈ 27.03.2022):
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 9.9K / month Β· π¦ 4 Β· β±οΈ 27.03.2022):
```
pip install nitpick
```
imhotep (π₯20 Β· β 220) - A static-analysis bot for Github. MIT
+imhotep (π₯19 Β· β 220) - A static-analysis bot for Github. MIT
- [GitHub](https://github.com/justinabrahms/imhotep) (π¨βπ» 17 Β· π 36 Β· π¦ 11 Β· π 46 - 43% open Β· β±οΈ 12.04.2022):
```
git clone https://github.com/justinabrahms/imhotep
```
-- [PyPi](https://pypi.org/project/imhotep) (π₯ 25 / month Β· π¦ 5 Β· β±οΈ 20.02.2022):
+- [PyPi](https://pypi.org/project/imhotep) (π₯ 19 / month Β· π¦ 5 Β· β±οΈ 20.02.2022):
```
pip install imhotep
```
pandas-vet (π₯20 Β· β 130) - A plugin for Flake8 that checks pandas code. MIT
+pandas-vet (π₯19 Β· β 130) - A plugin for Flake8 that checks pandas code. MIT
- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 12 Β· π 15 Β· π₯ 44 Β· π¦ 76 Β· π 49 - 38% open Β· β±οΈ 09.02.2022):
@@ -538,19 +538,19 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install pandas-vet
```
-- [Conda](https://anaconda.org/conda-forge/pandas-vet) (π₯ 8.7K Β· β±οΈ 10.02.2022):
+- [Conda](https://anaconda.org/conda-forge/pandas-vet) (π₯ 9K Β· β±οΈ 10.02.2022):
```
conda install -c conda-forge pandas-vet
```
bellybutton (π₯16 Β· β 230 Β· π€) - Custom Python linting through AST expressions. MIT
+bellybutton (π₯16 Β· β 240 Β· π€) - Custom Python linting through AST expressions. MIT
- [GitHub](https://github.com/hchasestevens/bellybutton) (π¨βπ» 5 Β· π 11 Β· π¦ 18 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₯ 4.6K / month Β· π¦ 1 Β· β±οΈ 27.11.2020):
+- [PyPi](https://pypi.org/project/bellybutton) (π₯ 4.1K / month Β· π¦ 1 Β· β±οΈ 27.11.2020):
```
pip install bellybutton
```
@@ -564,8 +564,8 @@ This curated list contains 260 awesome open-source projects with a total of 690K
- flake8-mypy (π₯19 Β· β 100 Β· π) - A plugin for flake8 integrating Mypy. MIT βοΈGPL-2.0 MIT
-- yala (π₯15 Β· β 13) - Yet Another Linter Aggregator. MIT Apache-2 mypy
+- yala (π₯14 Β· β 13) - Yet Another Linter Aggregator. MIT Apache-2 mypy
@@ -575,21 +575,37 @@ This curated list contains 260 awesome open-source projects with a total of 690K
black (π₯44 Β· β 27K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (π¨βπ» 320 Β· π 1.7K Β· π₯ 22K Β· π¦ 140K Β· π 1.9K - 17% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/psf/black) (π¨βπ» 320 Β· π 1.7K Β· π₯ 22K Β· π¦ 150K Β· π 2K - 17% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/psf/black
```
-- [PyPi](https://pypi.org/project/black) (π₯ 14M / month Β· π¦ 7.4K Β· β±οΈ 28.03.2022):
+- [PyPi](https://pypi.org/project/black) (π₯ 13M / month Β· π¦ 7.4K Β· β±οΈ 28.03.2022):
```
pip install black
```
-- [Conda](https://anaconda.org/conda-forge/black) (π₯ 3.7M Β· β±οΈ 28.03.2022):
+- [Conda](https://anaconda.org/conda-forge/black) (π₯ 3.8M Β· β±οΈ 28.03.2022):
```
conda install -c conda-forge black
```
isort (π₯38 Β· β 4.8K) - A Python utility / library to sort imports. MIT
+yapf (π₯37 Β· β 13K) - A formatter for Python files. Apache-2
+
+- [GitHub](https://github.com/google/yapf) (π¨βπ» 140 Β· π 850 Β· π¦ 32K Β· π 740 - 46% open Β· β±οΈ 01.03.2022):
+
+ ```
+ git clone https://github.com/google/yapf
+ ```
+- [PyPi](https://pypi.org/project/yapf) (π₯ 1.8M / month Β· π¦ 2.1K Β· β±οΈ 26.12.2021):
+ ```
+ pip install yapf
+ ```
+- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 990K Β· β±οΈ 06.01.2022):
+ ```
+ conda install -c conda-forge yapf
+ ```
+isort (π₯37 Β· β 4.8K) - A Python utility / library to sort imports. MIT
- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 250 Β· π 440 Β· π¦ 240K Β· π 1.1K - 6% open Β· β±οΈ 07.01.2022):
@@ -605,22 +621,6 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge isort
```
yapf (π₯37 Β· β 13K) - A formatter for Python files. Apache-2
-
-- [GitHub](https://github.com/google/yapf) (π¨βπ» 140 Β· π 850 Β· π¦ 31K Β· π 740 - 46% open Β· β±οΈ 01.03.2022):
-
- ```
- git clone https://github.com/google/yapf
- ```
-- [PyPi](https://pypi.org/project/yapf) (π₯ 1.8M / month Β· π¦ 2.1K Β· β±οΈ 26.12.2021):
- ```
- pip install yapf
- ```
-- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 990K Β· β±οΈ 06.01.2022):
- ```
- conda install -c conda-forge yapf
- ```
-autopep8 (π₯35 Β· β 4.1K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 53 Β· π 270 Β· π¦ 120K Β· π 430 - 21% open Β· β±οΈ 05.04.2022):
@@ -637,14 +637,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge autopep8
```
docformatter (π₯24 Β· β 270) - Formats docstrings to follow PEP 257. MIT
+docformatter (π₯23 Β· β 280) - Formats docstrings to follow PEP 257. MIT
- [GitHub](https://github.com/PyCQA/docformatter) (π¨βπ» 16 Β· π 36 Β· π¦ 950 Β· π 49 - 55% open Β· β±οΈ 11.02.2022):
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (π₯ 130K / month Β· π¦ 89 Β· β±οΈ 27.12.2020):
+- [PyPi](https://pypi.org/project/docformatter) (π₯ 120K / month Β· π¦ 89 Β· β±οΈ 27.12.2020):
```
pip install docformatter
```
@@ -664,9 +664,9 @@ This curated list contains 260 awesome open-source projects with a total of 690K
-jedi (π₯40 Β· β 5.1K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
+jedi (π₯39 Β· β 5.1K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
-- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 150 Β· π 460 Β· π¦ 190K Β· π 1.3K - 2% open Β· β±οΈ 25.12.2021):
+- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 150 Β· π 460 Β· π¦ 200K Β· π 1.3K - 2% open Β· β±οΈ 25.12.2021):
```
git clone https://github.com/davidhalter/jedi
@@ -675,19 +675,19 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install jedi
```
-- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 8.7M Β· β±οΈ 04.04.2022):
+- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 8.8M Β· β±οΈ 04.04.2022):
```
conda install -c conda-forge jedi
```
rope (π₯36 Β· β 1.3K) - a python refactoring library. βοΈLGPL-3.0
-- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 69 Β· π 150 Β· π¦ 36K Β· π 240 - 31% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 69 Β· π 150 Β· π¦ 37K Β· π 240 - 31% open Β· β±οΈ 28.04.2022):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (π₯ 640K / month Β· π¦ 1.6K Β· β±οΈ 07.04.2022):
+- [PyPi](https://pypi.org/project/rope) (π₯ 620K / month Β· π¦ 1.6K Β· β±οΈ 07.04.2022):
```
pip install rope
```
@@ -698,28 +698,28 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pyupgrade (π₯29 Β· β 1.7K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
-- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 22 Β· π 110 Β· π 280 - 4% open Β· β±οΈ 18.04.2022):
+- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 23 Β· π 110 Β· π 280 - 5% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/asottile/pyupgrade
```
-- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 260K / month Β· π¦ 43 Β· β±οΈ 08.04.2022):
+- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 250K / month Β· π¦ 43 Β· β±οΈ 05.05.2022):
```
pip install pyupgrade
```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 340K Β· β±οΈ 08.04.2022):
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 340K Β· β±οΈ 05.05.2022):
```
conda install -c conda-forge pyupgrade
```
MonkeyType (π₯26 Β· β 3.7K) - A Python library that generates static type annotations by.. BSD-3
+MonkeyType (π₯26 Β· β 3.8K) - A Python library that generates static type annotations by.. BSD-3
- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 39 Β· π 140 Β· π 160 - 24% open Β· β±οΈ 26.04.2022):
```
git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/monkeytype) (π₯ 43K / month Β· π¦ 25 Β· β±οΈ 18.02.2022):
+- [PyPi](https://pypi.org/project/monkeytype) (π₯ 39K / month Β· π¦ 25 Β· β±οΈ 18.02.2022):
```
pip install monkeytype
```
@@ -735,7 +735,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/vulture) (π₯ 290K / month Β· π¦ 220 Β· β±οΈ 16.01.2021):
+- [PyPi](https://pypi.org/project/vulture) (π₯ 270K / month Β· π¦ 220 Β· β±οΈ 16.01.2021):
```
pip install vulture
```
@@ -751,14 +751,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/pycqa/redbaron
```
-- [PyPi](https://pypi.org/project/redbaron) (π₯ 29K / month Β· π¦ 120 Β· β±οΈ 17.03.2019):
+- [PyPi](https://pypi.org/project/redbaron) (π₯ 30K / month Β· π¦ 120 Β· β±οΈ 17.03.2019):
```
pip install redbaron
```
baron (π₯24 Β· β 270) - IDE allow you to refactor code, Baron allows you to write refactoring.. βοΈLGPL-3.0
-- [GitHub](https://github.com/PyCQA/baron) (π¨βπ» 33 Β· π 52 Β· π¦ 210 Β· π 75 - 61% open Β· β±οΈ 09.12.2021):
+- [GitHub](https://github.com/PyCQA/baron) (π¨βπ» 33 Β· π 52 Β· π¦ 220 Β· π 75 - 61% open Β· β±οΈ 09.12.2021):
```
git clone https://github.com/PyCQA/baron
@@ -775,7 +775,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/facebookincubator/Bowler
```
-- [PyPi](https://pypi.org/project/bowler) (π₯ 39K / month Β· π¦ 7 Β· β±οΈ 17.09.2020):
+- [PyPi](https://pypi.org/project/bowler) (π₯ 38K / month Β· π¦ 7 Β· β±οΈ 17.09.2020):
```
pip install bowler
```
@@ -784,50 +784,62 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge bowler
```
pyannotate (π₯22 Β· β 1.3K) - Auto-generate PEP-484 annotations. Apache-2
+pyannotate (π₯22 Β· β 1.3K Β· π€) - Auto-generate PEP-484 annotations. Apache-2
- [GitHub](https://github.com/dropbox/pyannotate) (π¨βπ» 17 Β· π 55 Β· π¦ 71 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₯ 6.1K / month Β· π¦ 18 Β· β±οΈ 16.09.2019):
+- [PyPi](https://pypi.org/project/pyannotate) (π₯ 6.3K / month Β· π¦ 18 Β· β±οΈ 16.09.2019):
```
pip install pyannotate
```
add-trailing-comma (π₯22 Β· β 240) - A tool (and pre-commit hook) to automatically add trailing.. MIT
-- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 9 Β· π 18 Β· π 43 - 2% open Β· β±οΈ 17.04.2022):
+- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 9 Β· π 18 Β· π 43 - 2% open Β· β±οΈ 02.05.2022):
```
git clone https://github.com/asottile/add-trailing-comma
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 21K / month Β· π¦ 12 Β· β±οΈ 17.04.2022):
+- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 19K / month Β· π¦ 12 Β· β±οΈ 17.04.2022):
```
pip install add-trailing-comma
```
unimport (π₯19 Β· β 130 Β· π) - A linter, formatter for finding and removing unused import statements. MIT
+unimport (π₯19 Β· β 130) - A linter, formatter for finding and removing unused import statements. MIT
-- [GitHub](https://github.com/hakancelik96/unimport) (π¨βπ» 13 Β· π 12 Β· π¦ 23 Β· π 79 - 13% open Β· β±οΈ 22.03.2022):
+- [GitHub](https://github.com/hakancelik96/unimport) (π¨βπ» 13 Β· π 12 Β· π¦ 23 Β· π 79 - 12% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/unimport) (π₯ 5.7K / month Β· β±οΈ 09.03.2022):
+- [PyPi](https://pypi.org/project/unimport) (π₯ 5.5K / month Β· β±οΈ 04.05.2022):
```
pip install unimport
```
retype (π₯16 Β· β 130) - Re-apply type annotations from .pyi stubs to your codebase. MIT
+com2ann (π₯16 Β· β 110 Β· π€) - Tool for translation type comments to type annotations in Python. MIT
+
+- [GitHub](https://github.com/ilevkivskyi/com2ann) (π¨βπ» 4 Β· π 7 Β· π¦ 13 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₯ 5.1K / month Β· π¦ 1 Β· β±οΈ 21.08.2021):
+ ```
+ pip install com2ann
+ ```
+retype (π₯15 Β· β 130) - 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 15 - 46% open Β· β±οΈ 29.12.2021):
```
git clone https://github.com/ambv/retype
```
-- [PyPi](https://pypi.org/project/retype) (π₯ 790 / month Β· π¦ 18 Β· β±οΈ 29.12.2021):
+- [PyPi](https://pypi.org/project/retype) (π₯ 730 / month Β· π¦ 18 Β· β±οΈ 29.12.2021):
```
pip install retype
```
@@ -836,18 +848,6 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge retype
```
com2ann (π₯16 Β· β 110 Β· π€) - Tool for translation type comments to type annotations in Python. MIT
-
-- [GitHub](https://github.com/ilevkivskyi/com2ann) (π¨βπ» 4 Β· π 7 Β· π¦ 11 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₯ 5.3K / month Β· π¦ 1 Β· β±οΈ 21.08.2021):
- ```
- pip install com2ann
- ```
-Show 5 hidden projects...
- autoflake (π₯27 Β· β 510 Β· π) - Removes unused imports and unused variables as reported by pyflakes. MIT
@@ -864,12 +864,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
bandit (π₯37 Β· β 4.1K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 150 Β· π 410 Β· π₯ 270 Β· π¦ 13K Β· π 590 - 29% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 150 Β· π 420 Β· π₯ 280 Β· π¦ 13K Β· π 590 - 29% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (π₯ 2.5M / month Β· π¦ 1.5K Β· β±οΈ 04.03.2022):
+- [PyPi](https://pypi.org/project/bandit) (π₯ 2.4M / month Β· π¦ 1.5K Β· β±οΈ 04.03.2022):
```
pip install bandit
```
@@ -880,12 +880,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
sqlmap (π₯31 Β· β 23K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
-- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 120 Β· π 4.6K Β· π 4.7K - 1% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 120 Β· π 4.6K Β· π 4.7K - 1% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/sqlmapproject/sqlmap
```
-- [PyPi](https://pypi.org/project/sqlmap) (π₯ 6.2K / month Β· π¦ 6 Β· β±οΈ 04.04.2022):
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 6.6K / month Β· π¦ 6 Β· β±οΈ 04.05.2022):
```
pip install sqlmap
```
@@ -897,27 +897,11 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/Yelp/detect-secrets
```
-- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 390K / month Β· π¦ 23 Β· β±οΈ 16.02.2022):
+- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 380K / month Β· π¦ 23 Β· β±οΈ 16.02.2022):
```
pip install detect-secrets
```
safety (π₯30 Β· β 1.2K Β· π€) - Safety checks your installed dependencies for known security.. MIT
-
-- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 35 Β· π 110 Β· π₯ 150K Β· π¦ 4.1K Β· π 130 - 37% open Β· β±οΈ 28.04.2021):
-
- ```
- git clone https://github.com/pyupio/safety
- ```
-- [PyPi](https://pypi.org/project/safety) (π₯ 940K / month Β· π¦ 320 Β· β±οΈ 15.01.2021):
- ```
- pip install safety
- ```
-- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 29K Β· β±οΈ 15.01.2021):
- ```
- conda install -c conda-forge safety
- ```
-dlint (π₯18 Β· β 89) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 8 Β· π 6 Β· π 34 - 55% open Β· β±οΈ 15.04.2022):
@@ -925,18 +909,19 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (π₯ 79K / month Β· π¦ 43 Β· β±οΈ 27.10.2021):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 78K / month Β· π¦ 43 Β· β±οΈ 27.10.2021):
```
pip install dlint
```
-- [Conda](https://anaconda.org/conda-forge/dlint) (π₯ 190 Β· β±οΈ 09.11.2021):
+- [Conda](https://anaconda.org/conda-forge/dlint) (π₯ 200 Β· β±οΈ 09.11.2021):
```
conda install -c conda-forge dlint
```
Show 3 hidden projects...
+Show 4 hidden projects...
-- pyarmor (π₯30 Β· β 1.4K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
+- pyarmor (π₯30 Β· β 1.5K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
+- safety (π₯30 Β· β 1.3K Β· π) - Safety checks your installed dependencies for known security.. MIT
- pyt (π₯23 Β· β 2.1K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
- dodgy (π₯20 Β· β 100 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
pipenv (π₯43 Β· β 23K) - Python Development Workflow for Humans. MIT
-- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 420 Β· π 1.7K Β· π¦ 27K Β· π 3.7K - 12% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 420 Β· π 1.7K Β· π¦ 27K Β· π 3.7K - 12% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (π₯ 4.6M / month Β· π¦ 1.2K Β· β±οΈ 22.04.2022):
+- [PyPi](https://pypi.org/project/pipenv) (π₯ 4.5M / month Β· π¦ 1.2K Β· β±οΈ 03.05.2022):
```
pip install pipenv
```
-- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 49K Β· β±οΈ 08.01.2022):
+- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 50K Β· β±οΈ 08.01.2022):
```
conda install -c conda-forge pipenv
```
virtualenv (π₯40 Β· β 4.1K) - Virtual Python Environment builder. MIT
+virtualenv (π₯40 Β· β 4.2K) - Virtual Python Environment builder. MIT
- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 220 Β· π 940 Β· π 1.2K - 5% open Β· β±οΈ 11.04.2022):
@@ -980,17 +965,17 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pyenv (π₯31 Β· β 27K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 360 Β· π 2.4K Β· π 1.5K - 3% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 360 Β· π 2.4K Β· π 1.5K - 3% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/pyenv/pyenv
```
-- [PyPi](https://pypi.org/project/pyenv) (π₯ 7.6K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
+- [PyPi](https://pypi.org/project/pyenv) (π₯ 7.5K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
```
pip install pyenv
```
pyenv-virtualenv (π₯19 Β· β 4.9K Β· π) - a pyenv plugin to manage virtualenv (a.k.a. python-.. MIT
+pyenv-virtualenv (π₯18 Β· β 4.9K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 48 Β· π 320 Β· π 330 - 40% open Β· β±οΈ 26.02.2022):
@@ -1008,7 +993,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pyenv-installer (π₯15 Β· β 3.2K) - This tool is used to install `pyenv` and friends. MIT
-- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 34 Β· π 340 Β· π 72 - 9% open Β· β±οΈ 18.03.2022):
+- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 35 Β· π 340 Β· π 72 - 8% open Β· β±οΈ 01.05.2022):
```
git clone https://github.com/pyenv/pyenv-installer
@@ -1025,30 +1010,30 @@ This curated list contains 260 awesome open-source projects with a total of 690K
-pip (π₯46 Β· β 7.9K) - The Python package installer. MIT
+pip (π₯45 Β· β 8K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (π¨βπ» 670 Β· π 2.6K Β· π¦ 80K Β· π 6.3K - 15% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/pypa/pip) (π¨βπ» 670 Β· π 2.6K Β· π¦ 81K Β· π 6.3K - 15% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (π₯ 87M / month Β· π¦ 11K Β· β±οΈ 07.03.2022):
+- [PyPi](https://pypi.org/project/pip) (π₯ 85M / month Β· π¦ 11K Β· β±οΈ 30.04.2022):
```
pip install pip
```
-- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 36M Β· β±οΈ 07.03.2022):
+- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 37M Β· β±οΈ 07.03.2022):
```
conda install -c conda-forge pip
```
conda (π₯40 Β· β 4.6K) - OS-agnostic, system-level binary package manager and ecosystem. BSD-3
-- [GitHub](https://github.com/conda/conda) (π¨βπ» 380 Β· π 1.1K Β· π 8.6K - 20% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/conda/conda) (π¨βπ» 390 Β· π 1.1K Β· π 8.6K - 20% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/conda) (π₯ 58K / month Β· π¦ 1.1K Β· β±οΈ 22.04.2017):
+- [PyPi](https://pypi.org/project/conda) (π₯ 57K / month Β· π¦ 1.1K Β· β±οΈ 22.04.2017):
```
pip install conda
```
@@ -1057,9 +1042,9 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge conda
```
poetry (π₯39 Β· β 19K) - Python dependency management and packaging made easy. MIT
+poetry (π₯39 Β· β 20K) - Python dependency management and packaging made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 340 Β· π 1.6K Β· π₯ 12M Β· π 3.9K - 33% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 340 Β· π 1.6K Β· π₯ 12M Β· π 3.9K - 33% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/python-poetry/poetry
@@ -1073,7 +1058,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge poetry
```
pip-tools (π₯36 Β· β 5.8K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
+pip-tools (π₯36 Β· β 5.9K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 160 Β· π 490 Β· π 830 - 17% open Β· β±οΈ 06.04.2022):
@@ -1089,18 +1074,18 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge pip-tools
```
pipreqs (π₯31 Β· β 4.2K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
+pipreqs (π₯31 Β· β 4.2K Β· π€) - pipreqs - Generate pip requirements.txt file based on imports of.. Apache-2
- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 51 Β· π 290 Β· π¦ 10K Β· π 200 - 54% open Β· β±οΈ 23.10.2021):
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (π₯ 260K / month Β· π¦ 330 Β· β±οΈ 23.10.2021):
+- [PyPi](https://pypi.org/project/pipreqs) (π₯ 250K / month Β· π¦ 330 Β· β±οΈ 23.10.2021):
```
pip install pipreqs
```
-- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 24K Β· β±οΈ 08.04.2022):
+- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 25K Β· β±οΈ 08.04.2022):
```
conda install -c conda-forge pipreqs
```
@@ -1116,7 +1101,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install pipx
```
-- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 500 Β· β±οΈ 04.01.2022):
+- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 540 Β· β±οΈ 04.01.2022):
```
conda install -c conda-forge pipx
```
@@ -1128,23 +1113,23 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 2.6M Β· β±οΈ 26.04.2022):
+- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 2.7M Β· β±οΈ 26.04.2022):
```
conda install -c conda-forge mamba
```
PDM (π₯26 Β· β 2.3K) - A modern Python package manager with PEP 582 support. MIT
+PDM (π₯26 Β· β 2.4K) - A modern Python package manager with PEP 582 support. MIT
-- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 47 Β· π 98 Β· π 580 - 3% open Β· β±οΈ 27.04.2022):
+- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 47 Β· π 100 Β· π 580 - 4% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pdm) (π₯ 30K / month Β· π¦ 1 Β· β±οΈ 08.04.2022):
+- [PyPi](https://pypi.org/project/pdm) (π₯ 28K / month Β· π¦ 1 Β· β±οΈ 08.04.2022):
```
pip install pdm
```
-- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 4.8K Β· β±οΈ 21.04.2022):
+- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 5.1K Β· β±οΈ 21.04.2022):
```
conda install -c conda-forge pdm
```
@@ -1156,19 +1141,19 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/David-OConnor/pyflow
```
-- [PyPi](https://pypi.org/project/pyflow) (π₯ 160 / month Β· π¦ 1 Β· β±οΈ 02.07.2021):
+- [PyPi](https://pypi.org/project/pyflow) (π₯ 170 / month Β· π¦ 1 Β· β±οΈ 02.07.2021):
```
pip install pyflow
```
pip-run (π₯16 Β· β 67) - pip-run - dynamic dependency loader for Python. MIT
+pip-run (π₯16 Β· β 68) - pip-run - dynamic dependency loader for Python. MIT
- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 11 Β· π 10 Β· π 43 - 6% open Β· β±οΈ 23.01.2022):
```
git clone https://github.com/jaraco/pip-run
```
-- [PyPi](https://pypi.org/project/pip-run) (π₯ 8K / month Β· π¦ 2 Β· β±οΈ 23.01.2022):
+- [PyPi](https://pypi.org/project/pip-run) (π₯ 7.7K / month Β· π¦ 2 Β· β±οΈ 23.01.2022):
```
pip install pip-run
```
@@ -1185,7 +1170,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
prospector (π₯31 Β· β 1.6K) - Inspects Python source files and provides information about.. βοΈGPL-2.0
-- [GitHub](https://github.com/PyCQA/prospector) (π¨βπ» 78 Β· π 150 Β· π 310 - 11% open Β· β±οΈ 28.03.2022):
+- [GitHub](https://github.com/PyCQA/prospector) (π¨βπ» 78 Β· π 150 Β· π 310 - 10% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/PyCQA/prospector
@@ -1201,7 +1186,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
mccabe (π₯30 Β· β 480) - McCabe complexity checker for Python. βοΈSaxpath
-- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 21 Β· π 44 Β· π¦ 260K Β· π 44 - 18% open Β· β±οΈ 24.01.2022):
+- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 21 Β· π 44 Β· π¦ 270K Β· π 44 - 18% open Β· β±οΈ 24.01.2022):
```
git clone https://github.com/PyCQA/mccabe
@@ -1210,7 +1195,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install mccabe
```
-- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 4.3M Β· β±οΈ 24.01.2022):
+- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 4.4M Β· β±οΈ 24.01.2022):
```
conda install -c conda-forge mccabe
```
@@ -1222,7 +1207,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/rubik/radon
```
-- [PyPi](https://pypi.org/project/radon) (π₯ 430K / month Β· π¦ 600 Β· β±οΈ 15.12.2021):
+- [PyPi](https://pypi.org/project/radon) (π₯ 420K / month Β· π¦ 600 Β· β±οΈ 15.12.2021):
```
pip install radon
```
@@ -1238,7 +1223,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (π₯ 23K / month Β· π¦ 10 Β· β±οΈ 01.07.2021):
+- [PyPi](https://pypi.org/project/wily) (π₯ 22K / month Β· π¦ 10 Β· β±οΈ 01.07.2021):
```
pip install wily
```
@@ -1250,7 +1235,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/rubik/xenon
```
-- [PyPi](https://pypi.org/project/xenon) (π₯ 72K / month Β· π¦ 69 Β· β±οΈ 24.02.2022):
+- [PyPi](https://pypi.org/project/xenon) (π₯ 69K / month Β· π¦ 69 Β· β±οΈ 24.02.2022):
```
pip install xenon
```
@@ -1271,7 +1256,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
rich (π₯43 Β· β 37K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 170 Β· π 1.2K Β· π¦ 16K Β· π 800 - 5% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 170 Β· π 1.2K Β· π¦ 16K Β· π 800 - 5% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/Textualize/rich
@@ -1280,19 +1265,19 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install rich
```
-- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 830K Β· β±οΈ 26.04.2022):
+- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 850K Β· β±οΈ 26.04.2022):
```
conda install -c conda-forge rich
```
tqdm (π₯42 Β· β 22K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 110 Β· π 1.1K Β· π₯ 8.6K Β· π¦ 280K Β· π 890 - 38% open Β· β±οΈ 04.04.2022):
+- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 110 Β· π 1.1K Β· π₯ 8.7K Β· π¦ 280K Β· π 890 - 38% open Β· β±οΈ 04.04.2022):
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (π₯ 38M / month Β· π¦ 22K Β· β±οΈ 04.04.2022):
+- [PyPi](https://pypi.org/project/tqdm) (π₯ 39M / month Β· π¦ 22K Β· β±οΈ 04.04.2022):
```
pip install tqdm
```
@@ -1307,23 +1292,23 @@ This curated list contains 260 awesome open-source projects with a total of 690K
sentry-sdk (π₯38 Β· β 1.2K) - The official Python SDK for Sentry.io. BSD-2
-- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 130 Β· π 280 Β· π₯ 4.7K Β· π¦ 20K Β· π 650 - 21% open Β· β±οΈ 27.04.2022):
+- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 130 Β· π 280 Β· π₯ 4.6K Β· π¦ 20K Β· π 650 - 20% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 16M / month Β· π¦ 980 Β· β±οΈ 15.04.2022):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 17M / month Β· π¦ 980 Β· β±οΈ 03.05.2022):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 150K Β· β±οΈ 15.04.2022):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 160K Β· β±οΈ 03.05.2022):
```
conda install -c conda-forge sentry-sdk
```
loguru (π₯37 Β· β 12K) - Python logging made (stupidly) simple. MIT
-- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 36 Β· π 520 Β· π¦ 17K Β· π 610 - 19% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 36 Β· π 520 Β· π¦ 17K Β· π 660 - 18% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/Delgan/loguru
@@ -1339,7 +1324,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
structlog (π₯34 Β· β 2K) - Structured Logging for Python. Apache-2
-- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 89 Β· π 160 Β· π 220 - 12% open Β· β±οΈ 26.04.2022):
+- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 89 Β· π 160 Β· π 220 - 12% open Β· β±οΈ 02.05.2022):
```
git clone https://github.com/hynek/structlog
@@ -1348,7 +1333,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install structlog
```
-- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 180K Β· β±οΈ 06.01.2022):
+- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 190K Β· β±οΈ 06.01.2022):
```
conda install -c conda-forge structlog
```
@@ -1364,7 +1349,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install python-json-logger
```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 1.1M Β· β±οΈ 12.10.2020):
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 1.2M Β· β±οΈ 12.10.2020):
```
conda install -c conda-forge python-json-logger
```
@@ -1385,41 +1370,41 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge tabulate
```
progressbar2 (π₯33 Β· β 760) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
+progressbar2 (π₯32 Β· β 760) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
- [GitHub](https://github.com/WoLpH/python-progressbar) (π¨βπ» 40 Β· π 100 Β· π₯ 1.7K Β· π¦ 17K Β· π 200 - 6% open Β· β±οΈ 05.01.2022):
```
git clone https://github.com/WoLpH/python-progressbar
```
-- [PyPi](https://pypi.org/project/progressbar2) (π₯ 8.3M / month Β· π¦ 1.5K Β· β±οΈ 05.01.2022):
+- [PyPi](https://pypi.org/project/progressbar2) (π₯ 8.5M / month Β· π¦ 1.5K Β· β±οΈ 05.01.2022):
```
pip install progressbar2
```
-- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 440K Β· β±οΈ 01.02.2022):
+- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 450K Β· β±οΈ 01.02.2022):
```
conda install -c conda-forge progressbar2
```
colorlog (π₯31 Β· β 750) - A colored formatter for the python logging module. MIT
+colorlog (π₯30 Β· β 750) - A colored formatter for the python logging module. MIT
- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 30 Β· π 76 Β· π¦ 15K Β· β±οΈ 08.11.2021):
```
git clone https://github.com/borntyping/python-colorlog
```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 7.2M / month Β· π¦ 2.4K Β· β±οΈ 08.11.2021):
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 7.1M / month Β· π¦ 2.4K Β· β±οΈ 08.11.2021):
```
pip install colorlog
```
-- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 800K Β· β±οΈ 07.04.2022):
+- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 820K Β· β±οΈ 07.04.2022):
```
conda install -c conda-forge colorlog
```
alive-progress (π₯29 Β· β 3.4K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
-- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 5 Β· π 140 Β· π¦ 790 Β· π 120 - 15% open Β· β±οΈ 01.04.2022):
+- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 5 Β· π 140 Β· π¦ 810 Β· π 120 - 15% open Β· β±οΈ 01.04.2022):
```
git clone https://github.com/rsalmei/alive-progress
@@ -1428,7 +1413,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install alive-progress
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 13K Β· β±οΈ 08.01.2021):
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 14K Β· β±οΈ 08.01.2021):
```
conda install -c conda-forge alive-progress
```
@@ -1444,12 +1429,28 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install wasabi
```
-- [Conda](https://anaconda.org/conda-forge/wasabi) (π₯ 660K Β· β±οΈ 30.03.2022):
+- [Conda](https://anaconda.org/conda-forge/wasabi) (π₯ 680K Β· β±οΈ 30.03.2022):
```
conda install -c conda-forge wasabi
```
notifiers (π₯28 Β· β 2.2K) - The easy way to send notifications. MIT
+python-coloredlogs (π₯27 Β· β 460 Β· π€) - Colored terminal output for Pythons logging module. MIT
+
+- [GitHub](https://github.com/xolox/python-coloredlogs) (π¨βπ» 16 Β· π 38 Β· π¦ 11K Β· π 75 - 34% open Β· β±οΈ 11.06.2021):
+
+ ```
+ git clone https://github.com/xolox/python-coloredlogs
+ ```
+- [PyPi](https://pypi.org/project/coloredlogs) (π₯ 3.2M / month Β· π¦ 1.7K Β· β±οΈ 11.06.2021):
+ ```
+ pip install coloredlogs
+ ```
+- [Conda](https://anaconda.org/anaconda/coloredlogs) (π₯ 4.3K Β· β±οΈ 02.05.2022):
+ ```
+ conda install -c anaconda coloredlogs
+ ```
+notifiers (π₯26 Β· β 2.2K Β· π) - The easy way to send notifications. MIT
- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 18 Β· π 85 Β· π 91 - 31% open Β· β±οΈ 18.02.2022):
@@ -1465,25 +1466,9 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge notifiers
```
python-coloredlogs (π₯27 Β· β 460 Β· π€) - Colored terminal output for Pythons logging module. MIT
-
-- [GitHub](https://github.com/xolox/python-coloredlogs) (π¨βπ» 16 Β· π 38 Β· π¦ 11K Β· π 75 - 34% open Β· β±οΈ 11.06.2021):
-
- ```
- git clone https://github.com/xolox/python-coloredlogs
- ```
-- [PyPi](https://pypi.org/project/coloredlogs) (π₯ 3.2M / month Β· π¦ 1.7K Β· β±οΈ 11.06.2021):
- ```
- pip install coloredlogs
- ```
-- [Conda](https://anaconda.org/anaconda/coloredlogs) (π₯ 4.2K Β· β±οΈ 05.03.2022):
- ```
- conda install -c anaconda coloredlogs
- ```
-stackprinter (π₯25 Β· β 1.2K) - Debugging-friendly exceptions for Python. MIT
-- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 6 Β· π 34 Β· π¦ 100 Β· π 28 - 32% open Β· β±οΈ 02.04.2022):
+- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 6 Β· π 34 Β· π¦ 100 Β· π 28 - 32% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/cknd/stackprinter
@@ -1497,14 +1482,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge stackprinter
```
better-exceptions (π₯23 Β· β 4.2K) - Pretty and useful exceptions in Python, automatically. MIT
+better-exceptions (π₯23 Β· β 4.2K Β· π€) - Pretty and useful exceptions in Python, automatically. MIT
- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 15 Β· π 200 Β· π 72 - 40% open Β· β±οΈ 19.10.2021):
```
git clone https://github.com/Qix-/better-exceptions
```
-- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 29K / month Β· π¦ 58 Β· β±οΈ 29.01.2021):
+- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 30K / month Β· π¦ 58 Β· β±οΈ 29.01.2021):
```
pip install better-exceptions
```
@@ -1516,7 +1501,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/shobrook/rebound
```
-- [PyPi](https://pypi.org/project/rebound) (π₯ 2K / month Β· π¦ 16 Β· β±οΈ 25.04.2022):
+- [PyPi](https://pypi.org/project/rebound) (π₯ 2.2K / month Β· π¦ 16 Β· β±οΈ 25.04.2022):
```
pip install rebound
```
@@ -1525,23 +1510,23 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge rebound
```
PrettyErrors (π₯22 Β· β 2.5K) - Prettify Python exception output to make it legible. MIT
+PrettyErrors (π₯21 Β· β 2.5K) - Prettify Python exception output to make it legible. MIT
- [GitHub](https://github.com/onelivesleft/PrettyErrors) (π¨βπ» 5 Β· π 77 Β· π 41 - 7% open Β· β±οΈ 24.11.2021):
```
git clone https://github.com/onelivesleft/PrettyErrors
```
-- [PyPi](https://pypi.org/project/pretty_errors) (π₯ 17K / month Β· π¦ 39 Β· β±οΈ 24.11.2021):
+- [PyPi](https://pypi.org/project/pretty_errors) (π₯ 16K / month Β· π¦ 39 Β· β±οΈ 24.11.2021):
```
pip install pretty_errors
```
-- [Conda](https://anaconda.org/conda-forge/pretty_errors) (π₯ 4K Β· β±οΈ 27.11.2021):
+- [Conda](https://anaconda.org/conda-forge/pretty_errors) (π₯ 4.1K Β· β±οΈ 27.11.2021):
```
conda install -c conda-forge pretty_errors
```
python-devtools (π₯21 Β· β 500 Β· π€) - Dev tools for python. MIT
+python-devtools (π₯20 Β· β 500 Β· π€) - Dev tools for python. MIT
- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 7 Β· π 23 Β· π¦ 660 Β· π 41 - 17% open Β· β±οΈ 08.09.2021):
@@ -1552,7 +1537,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install python-devtools
```
-- [Conda](https://anaconda.org/conda-forge/python-devtools) (π₯ 2.3K Β· β±οΈ 29.09.2021):
+- [Conda](https://anaconda.org/conda-forge/python-devtools) (π₯ 2.4K Β· β±οΈ 29.09.2021):
```
conda install -c conda-forge python-devtools
```
@@ -1560,7 +1545,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
Show 3 hidden projects...
- logbook (π₯31 Β· β 1.4K Β· π) - A cool logging replacement for Python. BSD-3
-- prettytable (π₯28 Β· β 760) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
+- prettytable (π₯29 Β· β 760 Β· π) - Display tabular data in a visually appealing ASCII.. βοΈBSD-1-Clause
- tbvaccine (π₯16 Β· β 370 Β· π) - A small utility to pretty-print Python tracebacks. MIT
@@ -1569,16 +1554,16 @@ This curated list contains 260 awesome open-source projects with a total of 690K
-π best-of-mkdocs ( β 12) - Collection of MkDocs projects and plugins.
+π best-of-mkdocs ( β 13 Β· π£) - Collection of MkDocs projects and plugins.
sphinx (π₯44 Β· β 4.6K) - Main repository for the Sphinx documentation builder. BSD-3 
-- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 720 Β· π 1.7K Β· π¦ 200K Β· π 6K - 16% open Β· β±οΈ 24.04.2022):
+- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 730 Β· π 1.7K Β· π¦ 200K Β· π 6K - 16% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/sphinx-doc/sphinx
```
-- [PyPi](https://pypi.org/project/sphinx) (π₯ 5.9M / month Β· π¦ 59K Β· β±οΈ 27.03.2022):
+- [PyPi](https://pypi.org/project/sphinx) (π₯ 5.8M / month Β· π¦ 59K Β· β±οΈ 27.03.2022):
```
pip install sphinx
```
@@ -1594,7 +1579,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs) (π₯ 910K / month Β· π¦ 3.6K Β· β±οΈ 26.03.2022):
+- [PyPi](https://pypi.org/project/mkdocs) (π₯ 890K / month Β· π¦ 3.6K Β· β±οΈ 26.03.2022):
```
pip install mkdocs
```
@@ -1605,44 +1590,44 @@ This curated list contains 260 awesome open-source projects with a total of 690K
mkdocs-material (π₯41 Β· β 9.5K) - Documentation that simply works. MIT 
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 150 Β· π 2.2K Β· π¦ 13K Β· π 1.4K - 0% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 150 Β· π 2.2K Β· π¦ 13K Β· π 1.4K - 0% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 950K / month Β· π¦ 1.2K Β· β±οΈ 25.04.2022):
+- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 920K / month Β· π¦ 1.2K Β· β±οΈ 02.05.2022):
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 89K Β· β±οΈ 26.04.2022):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 90K Β· β±οΈ 02.05.2022):
```
conda install -c conda-forge mkdocs-material
```
numpydoc (π₯35 Β· β 20K) - Numpys Sphinx extensions. BSD-3
-- [GitHub](https://github.com/numpy/numpydoc) (π¨βπ» 70 Β· π 6.8K Β· π¦ 32K Β· π 170 - 35% open Β· β±οΈ 25.04.2022):
+- [GitHub](https://github.com/numpy/numpydoc) (π¨βπ» 70 Β· π 6.8K Β· π¦ 32K Β· π 180 - 35% open Β· β±οΈ 30.04.2022):
```
git clone https://github.com/numpy/numpydoc
```
-- [PyPi](https://pypi.org/project/numpydoc) (π₯ 330K / month Β· π¦ 4.4K Β· β±οΈ 25.04.2022):
+- [PyPi](https://pypi.org/project/numpydoc) (π₯ 330K / month Β· π¦ 4.4K Β· β±οΈ 30.04.2022):
```
pip install numpydoc
```
-- [Conda](https://anaconda.org/conda-forge/numpydoc) (π₯ 1M Β· β±οΈ 31.03.2022):
+- [Conda](https://anaconda.org/conda-forge/numpydoc) (π₯ 1M Β· β±οΈ 30.04.2022):
```
conda install -c conda-forge numpydoc
```
sphinx_rtd_theme (π₯34 Β· β 4.1K Β· π) - Sphinx theme for readthedocs.org. MIT
+sphinx_rtd_theme (π₯34 Β· β 4.1K) - Sphinx theme for readthedocs.org. MIT
- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 110 Β· π 1.7K Β· π¦ 16 Β· π 760 - 28% open Β· β±οΈ 28.04.2022):
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
```
-- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 2.3M / month Β· π¦ 12K Β· β±οΈ 05.10.2018):
+- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 2.2M / month Β· π¦ 12K Β· β±οΈ 05.10.2018):
```
pip install sphinx_rtd_theme
```
@@ -1651,7 +1636,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge sphinx_rtd_theme
```
breathe (π₯33 Β· β 590) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
+breathe (π₯33 Β· β 600) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
- [GitHub](https://github.com/michaeljones/breathe) (π¨βπ» 100 Β· π 160 Β· π₯ 290 Β· π¦ 6.5K Β· π 500 - 24% open Β· β±οΈ 03.03.2022):
@@ -1669,12 +1654,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pdoc (π₯31 Β· β 1.2K) - API Documentation for Python Projects. Unlicense
-- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 36 Β· π 140 Β· π¦ 630 Β· π 240 - 3% open Β· β±οΈ 24.04.2022):
+- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 36 Β· π 140 Β· π¦ 640 Β· π 240 - 2% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/mitmproxy/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc) (π₯ 100K / month Β· π¦ 200 Β· β±οΈ 24.04.2022):
+- [PyPi](https://pypi.org/project/pdoc) (π₯ 110K / month Β· π¦ 200 Β· β±οΈ 04.05.2022):
```
pip install pdoc
```
@@ -1686,7 +1671,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/bitprophet/alabaster
```
-- [PyPi](https://pypi.org/project/alabaster) (π₯ 4.9M / month Β· π¦ 7.7K Β· β±οΈ 03.10.2018):
+- [PyPi](https://pypi.org/project/alabaster) (π₯ 4.8M / month Β· π¦ 7.7K Β· β±οΈ 03.10.2018):
```
pip install alabaster
```
@@ -1702,7 +1687,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 480K / month Β· π¦ 1.4K Β· β±οΈ 13.04.2022):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 470K / month Β· π¦ 1.4K Β· β±οΈ 13.04.2022):
```
pip install sphinx-autodoc-typehints
```
@@ -1711,18 +1696,6 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge sphinx-autodoc-typehints
```
sphinx-bootstrap-theme (π₯28 Β· β 580) - Sphinx Bootstrap Theme. MIT
-
-- [GitHub](https://github.com/ryan-roemer/sphinx-bootstrap-theme) (π¨βπ» 39 Β· π 210 Β· π 140 - 39% open Β· β±οΈ 03.02.2022):
-
- ```
- git clone https://github.com/ryan-roemer/sphinx-bootstrap-theme
- ```
-- [PyPi](https://pypi.org/project/sphinx-bootstrap-theme) (π₯ 230K / month Β· π¦ 600 Β· β±οΈ 03.02.2022):
- ```
- pip install sphinx-bootstrap-theme
- ```
-mkdocstrings (π₯27 Β· β 680) - Automatic documentation from sources, for MkDocs. ISC
- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 29 Β· π 72 Β· π 260 - 15% open Β· β±οΈ 25.04.2022):
@@ -1739,9 +1712,21 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge mkdocstrings
```
pdoc3 (π₯25 Β· β 820) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
+sphinx-bootstrap-theme (π₯27 Β· β 580) - Sphinx Bootstrap Theme. MIT
-- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 57 Β· π 120 Β· π¦ 1.5K Β· π 290 - 31% open Β· β±οΈ 03.02.2022):
+- [GitHub](https://github.com/ryan-roemer/sphinx-bootstrap-theme) (π¨βπ» 39 Β· π 210 Β· π 140 - 39% open Β· β±οΈ 03.02.2022):
+
+ ```
+ git clone https://github.com/ryan-roemer/sphinx-bootstrap-theme
+ ```
+- [PyPi](https://pypi.org/project/sphinx-bootstrap-theme) (π₯ 220K / month Β· π¦ 600 Β· β±οΈ 03.02.2022):
+ ```
+ pip install sphinx-bootstrap-theme
+ ```
+pdoc3 (π₯26 Β· β 830 Β· π) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
+
+- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 57 Β· π 120 Β· π¦ 1.6K Β· π 290 - 31% open Β· β±οΈ 03.02.2022):
```
git clone https://github.com/pdoc3/pdoc
@@ -1750,31 +1735,31 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install pdoc3
```
-- [Conda](https://anaconda.org/anaconda/pdoc3) (π₯ 660 Β· β±οΈ 30.11.2020):
+- [Conda](https://anaconda.org/anaconda/pdoc3) (π₯ 700 Β· β±οΈ 30.11.2020):
```
conda install -c anaconda pdoc3
```
interrogate (π₯25 Β· β 350) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 12 Β· π 26 Β· π¦ 1.6K Β· π 36 - 33% open Β· β±οΈ 27.12.2021):
+- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 12 Β· π 26 Β· π¦ 1.7K Β· π 36 - 33% open Β· β±οΈ 27.12.2021):
```
git clone https://github.com/econchick/interrogate
```
-- [PyPi](https://pypi.org/project/interrogate) (π₯ 110K / month Β· π¦ 35 Β· β±οΈ 10.09.2021):
+- [PyPi](https://pypi.org/project/interrogate) (π₯ 100K / month Β· π¦ 35 Β· β±οΈ 10.09.2021):
```
pip install interrogate
```
blacken-docs (π₯23 Β· β 380) - Run `black` on python code blocks in documentation files. MIT
-- [GitHub](https://github.com/asottile/blacken-docs) (π¨βπ» 14 Β· π 28 Β· π 49 - 8% open Β· β±οΈ 24.04.2022):
+- [GitHub](https://github.com/asottile/blacken-docs) (π¨βπ» 14 Β· π 28 Β· π 49 - 8% open Β· β±οΈ 02.05.2022):
```
git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 32K / month Β· π¦ 17 Β· β±οΈ 30.01.2022):
+- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 30K / month Β· π¦ 17 Β· β±οΈ 30.01.2022):
```
pip install blacken-docs
```
@@ -1783,19 +1768,19 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge blacken-docs
```
mkdocs-awesome-pages-plugin (π₯23 Β· β 240) - An MkDocs plugin that simplifies configuring page.. MIT
+mkdocs-awesome-pages-plugin (π₯22 Β· β 240) - An MkDocs plugin that simplifies configuring page.. MIT
- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 4 Β· π 23 Β· π 50 - 18% open Β· β±οΈ 12.02.2022):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 73K / month Β· π¦ 64 Β· β±οΈ 12.02.2022):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 70K / month Β· π¦ 64 Β· β±οΈ 12.02.2022):
```
pip install mkdocs-awesome-pages-plugin
```
mkdocs-pdf-export-plugin (π₯22 Β· β 230) - An MkDocs plugin to export content pages as PDF files. MIT
+mkdocs-pdf-export-plugin (π₯22 Β· β 230 Β· π€) - An MkDocs plugin to export content pages as PDF files. MIT
- [GitHub](https://github.com/zhaoterryy/mkdocs-pdf-export-plugin) (π¨βπ» 11 Β· π 35 Β· π¦ 230 Β· π 86 - 47% open Β· β±οΈ 05.10.2021):
@@ -1814,7 +1799,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/bitprophet/releases
```
-- [PyPi](https://pypi.org/project/releases) (π₯ 7K / month Β· π¦ 370 Β· β±οΈ 11.01.2020):
+- [PyPi](https://pypi.org/project/releases) (π₯ 6.5K / month Β· π¦ 370 Β· β±οΈ 11.01.2020):
```
pip install releases
```
@@ -1823,7 +1808,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge sphinx-releases
```
mkdocs-with-pdf (π₯21 Β· β 140) - Generate a single PDF file from MkDocs repository. MIT
+mkdocs-with-pdf (π₯21 Β· β 140 Β· π€) - Generate a single PDF file from MkDocs repository. MIT
- [GitHub](https://github.com/orzih/mkdocs-with-pdf) (π¨βπ» 6 Β· π 33 Β· π¦ 130 Β· π 73 - 46% open Β· β±οΈ 14.10.2021):
@@ -1842,7 +1827,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/timothycrosley/portray
```
-- [PyPi](https://pypi.org/project/portray) (π₯ 5.6K / month Β· π¦ 17 Β· β±οΈ 13.06.2021):
+- [PyPi](https://pypi.org/project/portray) (π₯ 5.4K / month Β· π¦ 17 Β· β±οΈ 13.06.2021):
```
pip install portray
```
@@ -1854,19 +1839,19 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/clayrisser/sphinx-markdown-builder
```
-- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 37K / month Β· π¦ 52 Β· β±οΈ 08.01.2022):
+- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 31K / month Β· π¦ 52 Β· β±οΈ 08.01.2022):
```
pip install sphinx-markdown-builder
```
lazydocs (π₯17 Β· β 83 Β· π€) - Generate markdown API documentation from Google-style Python.. MIT
+lazydocs (π₯17 Β· β 84 Β· π€) - Generate markdown API documentation from Google-style Python.. MIT
- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 7 Β· π 22 Β· π¦ 66 Β· π 14 - 21% open Β· β±οΈ 20.08.2021):
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 1.8K / month Β· π¦ 12 Β· β±οΈ 27.07.2021):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 1.7K / month Β· π¦ 12 Β· β±οΈ 27.07.2021):
```
pip install lazydocs
```
@@ -1905,12 +1890,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
PySnooper (π₯31 Β· β 15K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 27 Β· π 920 Β· π¦ 640 Β· π 120 - 16% open Β· β±οΈ 02.04.2022):
+- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 27 Β· π 920 Β· π¦ 650 Β· π 120 - 16% open Β· β±οΈ 02.04.2022):
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (π₯ 170K / month Β· π¦ 48 Β· β±οΈ 02.04.2022):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 150K / month Β· π¦ 48 Β· β±οΈ 02.04.2022):
```
pip install pysnooper
```
@@ -1937,12 +1922,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pyelftools (π₯29 Β· β 1.4K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 82 Β· π 440 Β· π¦ 3.3K Β· π 180 - 33% open Β· β±οΈ 14.02.2022):
+- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 82 Β· π 440 Β· π¦ 3.4K Β· π 180 - 33% open Β· β±οΈ 14.02.2022):
```
git clone https://github.com/eliben/pyelftools
```
-- [PyPi](https://pypi.org/project/pyelftools) (π₯ 1M / month Β· π¦ 520 Β· β±οΈ 03.02.2022):
+- [PyPi](https://pypi.org/project/pyelftools) (π₯ 990K / month Β· π¦ 520 Β· β±οΈ 03.02.2022):
```
pip install pyelftools
```
@@ -1953,7 +1938,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
gdbgui (π₯28 Β· β 8.6K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
-- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 39 Β· π 480 Β· π₯ 8.1K Β· π¦ 160 Β· π 290 - 43% open Β· β±οΈ 16.01.2022):
+- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 39 Β· π 480 Β· π₯ 8.2K Β· π¦ 160 Β· π 290 - 43% open Β· β±οΈ 16.01.2022):
```
git clone https://github.com/cs01/gdbgui
@@ -1963,46 +1948,46 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pip install gdbgui
```
typeguard (π₯28 Β· β 860) - Run-time type checker for Python. MIT
+typeguard (π₯28 Β· β 870) - Run-time type checker for Python. MIT
- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 19 Β· π 69 Β· π 200 - 17% open Β· β±οΈ 27.04.2022):
```
git clone https://github.com/agronholm/typeguard
```
-- [PyPi](https://pypi.org/project/typeguard) (π₯ 4.1M / month Β· π¦ 300 Β· β±οΈ 10.12.2021):
+- [PyPi](https://pypi.org/project/typeguard) (π₯ 4.2M / month Β· π¦ 300 Β· β±οΈ 10.12.2021):
```
pip install typeguard
```
-- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 88K Β· β±οΈ 11.10.2021):
+- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 89K Β· β±οΈ 11.10.2021):
```
conda install -c conda-forge typeguard
```
icecream (π₯27 Β· β 5.9K) - Never use print() to debug again. MIT
+icecream (π₯26 Β· β 5.9K) - Never use print() to debug again. MIT
- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 18 Β· π 120 Β· π 91 - 30% open Β· β±οΈ 16.03.2022):
```
git clone https://github.com/gruns/icecream
```
-- [PyPi](https://pypi.org/project/icecream) (π₯ 220K / month Β· π¦ 51 Β· β±οΈ 15.02.2022):
+- [PyPi](https://pypi.org/project/icecream) (π₯ 210K / month Β· π¦ 51 Β· β±οΈ 15.02.2022):
```
pip install icecream
```
-- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 2.8K Β· β±οΈ 16.02.2022):
+- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 2.9K Β· β±οΈ 16.02.2022):
```
conda install -c conda-forge icecream
```
pdbpp (π₯26 Β· β 890 Β· π) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
+pdbpp (π₯26 Β· β 890) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 41 Β· π 47 Β· π¦ 2.8K Β· π 180 - 35% open Β· β±οΈ 28.04.2022):
```
git clone https://github.com/pdbpp/pdbpp
```
-- [PyPi](https://pypi.org/project/pdbpp) (π₯ 310K / month Β· π¦ 590 Β· β±οΈ 09.07.2021):
+- [PyPi](https://pypi.org/project/pdbpp) (π₯ 300K / month Β· π¦ 590 Β· β±οΈ 09.07.2021):
```
pip install pdbpp
```
@@ -2018,32 +2003,48 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 16K / month Β· π¦ 21 Β· β±οΈ 15.12.2021):
+- [PyPi](https://pypi.org/project/hunter) (π₯ 12K / month Β· π¦ 21 Β· β±οΈ 15.12.2021):
```
pip install hunter
```
-- [Conda](https://anaconda.org/conda-forge/hunter) (π₯ 5.2K Β· β±οΈ 16.04.2022):
+- [Conda](https://anaconda.org/conda-forge/hunter) (π₯ 5.3K Β· β±οΈ 16.04.2022):
```
conda install -c conda-forge hunter
```
snoop (π₯22 Β· β 740) - A powerful set of Python debugging tools, based on PySnooper. MIT
+snoop (π₯21 Β· β 740) - A powerful set of Python debugging tools, based on PySnooper. MIT
- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 21 Β· π 26 Β· π 40 - 45% open Β· β±οΈ 26.03.2022):
```
git clone https://github.com/alexmojaki/snoop
```
-- [PyPi](https://pypi.org/project/snoop) (π₯ 29K / month Β· π¦ 12 Β· β±οΈ 11.11.2021):
+- [PyPi](https://pypi.org/project/snoop) (π₯ 26K / month Β· π¦ 12 Β· β±οΈ 11.11.2021):
```
pip install snoop
```
-- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 300 Β· β±οΈ 11.11.2021):
+- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 310 Β· β±οΈ 11.11.2021):
```
conda install -c conda-forge snoop
```
Birdseye (π₯21 Β· β 1.5K) - Graphical Python debugger which lets you easily view the values of all.. MIT
+python-manhole (π₯20 Β· β 330) - Debugging manhole for python applications. BSD-2
+
+- [GitHub](https://github.com/ionelmc/python-manhole) (π¨βπ» 11 Β· π 19 Β· π¦ 95 Β· π 21 - 28% open Β· β±οΈ 02.02.2022):
+
+ ```
+ git clone https://github.com/ionelmc/python-manhole
+ ```
+- [PyPi](https://pypi.org/project/manhole) (π₯ 13K / month Β· π¦ 38 Β· β±οΈ 08.04.2021):
+ ```
+ pip install manhole
+ ```
+- [Conda](https://anaconda.org/conda-forge/manhole) (π₯ 2.7K Β· β±οΈ 13.04.2022):
+ ```
+ conda install -c conda-forge manhole
+ ```
+Birdseye (π₯19 Β· β 1.5K Β· π) - Graphical Python debugger which lets you easily view the values of.. MIT
- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 10 Β· π 70 Β· π 50 - 36% open Β· β±οΈ 26.02.2022):
@@ -2055,30 +2056,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pip install birdseye
```
python-manhole (π₯20 Β· β 330) - Debugging manhole for python applications. BSD-2
-
-- [GitHub](https://github.com/ionelmc/python-manhole) (π¨βπ» 11 Β· π 19 Β· π¦ 95 Β· π 21 - 28% open Β· β±οΈ 02.02.2022):
-
- ```
- git clone https://github.com/ionelmc/python-manhole
- ```
-- [PyPi](https://pypi.org/project/manhole) (π₯ 17K / month Β· π¦ 38 Β· β±οΈ 08.04.2021):
- ```
- pip install manhole
- ```
-- [Conda](https://anaconda.org/conda-forge/manhole) (π₯ 2.6K Β· β±οΈ 13.04.2022):
- ```
- conda install -c conda-forge manhole
- ```
-reloadium (π₯15 Β· β 730 Β· π£) - Advanced hot reloading for Python. Apache-2
+reloadium (π₯15 Β· β 840 Β· π£) - Advanced hot reloading for Python. Apache-2
- [GitHub](https://github.com/reloadware/reloadium) (π¨βπ» 1 Β· π 4 Β· π 6 - 50% open Β· β±οΈ 27.04.2022):
```
git clone https://github.com/reloadware/reloadium
```
-- [PyPi](https://pypi.org/project/reloadium) (π₯ 4.1K / month Β· β±οΈ 25.04.2022):
+- [PyPi](https://pypi.org/project/reloadium) (π₯ 2.9K / month Β· β±οΈ 25.04.2022):
```
pip install reloadium
```
@@ -2099,12 +2084,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pytest (π₯47 Β· β 8.7K) - The pytest framework makes it easy to write small tests, yet scales.. MIT 
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 780 Β· π 2K Β· π¦ 490K Β· π 4.9K - 15% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 780 Β· π 2K Β· π¦ 490K Β· π 4.9K - 15% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (π₯ 40M / month Β· π¦ 82K Β· β±οΈ 23.04.2022):
+- [PyPi](https://pypi.org/project/pytest) (π₯ 39M / month Β· π¦ 82K Β· β±οΈ 23.04.2022):
```
pip install pytest
```
@@ -2113,9 +2098,9 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge pytest
```
robotframework (π₯41 Β· β 6.9K Β· π) - Generic automation framework for acceptance testing and.. Apache-2
+robotframework (π₯40 Β· β 6.9K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 160 Β· π 2K Β· π₯ 530 Β· π¦ 5.3K Β· π 3.8K - 5% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 160 Β· π 2K Β· π₯ 530 Β· π¦ 5.3K Β· π 3.8K - 5% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/robotframework/robotframework
@@ -2129,9 +2114,9 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge robotframework
```
tox (π₯40 Β· β 2.7K) - Command line driven CI frontend and development task automation tool. MIT
+tox (π₯40 Β· β 2.8K) - Command line driven CI frontend and development task automation tool. MIT
-- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 260 Β· π 410 Β· π¦ 57K Β· π 1.3K - 3% open Β· β±οΈ 20.04.2022):
+- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 260 Β· π 410 Β· π¦ 58K Β· π 1.3K - 3% open Β· β±οΈ 20.04.2022):
```
git clone https://github.com/tox-dev/tox
@@ -2145,55 +2130,23 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge tox
```
hypothesis (π₯39 Β· β 5.8K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
+hypothesis (π₯39 Β· β 5.9K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
-- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 260 Β· π 490 Β· π¦ 12K Β· π 1.2K - 4% open Β· β±οΈ 27.04.2022):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 280 Β· π 490 Β· π¦ 12K Β· π 1.3K - 4% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
-- [PyPi](https://pypi.org/project/hypothesis) (π₯ 2.6M / month Β· π¦ 1.9K Β· β±οΈ 27.04.2022):
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 2.6M / month Β· π¦ 1.9K Β· β±οΈ 03.05.2022):
```
pip install hypothesis
```
-- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 5.5M Β· β±οΈ 27.04.2022):
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 5.5M Β· β±οΈ 03.05.2022):
```
conda install -c conda-forge hypothesis
```
freezegun (π₯34 Β· β 3.2K) - Let your Python tests travel through time. Apache-2
-
-- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 100 Β· π 220 Β· π 270 - 37% open Β· β±οΈ 18.03.2022):
-
- ```
- git clone https://github.com/spulec/freezegun
- ```
-- [PyPi](https://pypi.org/project/freezegun) (π₯ 5M / month Β· π¦ 4.4K Β· β±οΈ 18.03.2022):
- ```
- pip install freezegun
- ```
-- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 350K Β· β±οΈ 18.03.2022):
- ```
- conda install -c conda-forge freezegun
- ```
-pytest-mock (π₯34 Β· β 1.3K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 55 Β· π 100 Β· π¦ 26K Β· π 120 - 12% open Β· β±οΈ 22.04.2022):
-
- ```
- git clone https://github.com/pytest-dev/pytest-mock
- ```
-- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 6M / month Β· π¦ 4.2K Β· β±οΈ 28.01.2022):
- ```
- pip install pytest-mock
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 1.5M Β· β±οΈ 22.04.2022):
- ```
- conda install -c conda-forge pytest-mock
- ```
-pytest-cov (π₯34 Β· β 1.2K) - Coverage plugin for pytest. MIT
+pytest-cov (π₯35 Β· β 1.2K Β· π) - Coverage plugin for pytest. MIT
- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 74 Β· π 170 Β· π¦ 130K Β· π 320 - 34% open Β· β±οΈ 02.02.2022):
@@ -2209,30 +2162,62 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge pytest-cov
```
pytest-xdist (π₯34 Β· β 880) - pytest plugin for distributed testing and loop-on-failures.. MIT
+freezegun (π₯34 Β· β 3.3K) - Let your Python tests travel through time. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 81 Β· π 160 Β· π 470 - 44% open Β· β±οΈ 20.04.2022):
+- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 100 Β· π 220 Β· π 270 - 37% open Β· β±οΈ 18.03.2022):
+
+ ```
+ git clone https://github.com/spulec/freezegun
+ ```
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 4.9M / month Β· π¦ 4.4K Β· β±οΈ 18.03.2022):
+ ```
+ pip install freezegun
+ ```
+- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 360K Β· β±οΈ 18.03.2022):
+ ```
+ conda install -c conda-forge freezegun
+ ```
+pytest-mock (π₯34 Β· β 1.3K) - Thin-wrapper around the mock package for easier use with pytest. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 55 Β· π 100 Β· π¦ 26K Β· π 120 - 12% open Β· β±οΈ 04.05.2022):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-mock
+ ```
+- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 5.9M / month Β· π¦ 4.2K Β· β±οΈ 28.01.2022):
+ ```
+ pip install pytest-mock
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 1.5M Β· β±οΈ 22.04.2022):
+ ```
+ conda install -c conda-forge pytest-mock
+ ```
+pytest-xdist (π₯34 Β· β 890) - pytest plugin for distributed testing and loop-on-failures.. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 81 Β· π 160 Β· π 470 - 44% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 6M / month Β· π¦ 4.5K Β· β±οΈ 10.12.2021):
+- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 5.9M / month Β· π¦ 4.5K Β· β±οΈ 10.12.2021):
```
pip install pytest-xdist
```
-- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 2.6M Β· β±οΈ 10.12.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 2.7M Β· β±οΈ 10.12.2021):
```
conda install -c conda-forge pytest-xdist
```
pyautogui (π₯33 Β· β 6.5K Β· π€) - A cross-platform GUI automation Python module for human beings... BSD-3
+pyautogui (π₯33 Β· β 6.6K Β· π€) - A cross-platform GUI automation Python module for human beings... BSD-3
-- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 51 Β· π 860 Β· π¦ 14K Β· π 580 - 64% open Β· β±οΈ 14.09.2021):
+- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 51 Β· π 870 Β· π¦ 14K Β· π 580 - 64% open Β· β±οΈ 14.09.2021):
```
git clone https://github.com/asweigart/pyautogui
```
-- [PyPi](https://pypi.org/project/pyautogui) (π₯ 450K / month Β· π¦ 570 Β· β±οΈ 07.07.2021):
+- [PyPi](https://pypi.org/project/pyautogui) (π₯ 440K / month Β· π¦ 570 Β· β±οΈ 07.07.2021):
```
pip install pyautogui
```
@@ -2243,19 +2228,19 @@ This curated list contains 260 awesome open-source projects with a total of 690K
playwright-python (π₯32 Β· β 6.2K) - Python version of the Playwright testing and automation.. Apache-2
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 24 Β· π 560 Β· π¦ 1.1K Β· π 640 - 4% open Β· β±οΈ 27.04.2022):
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 24 Β· π 560 Β· π¦ 1.1K Β· π 640 - 4% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/microsoft/playwright-python
```
-- [PyPi](https://pypi.org/project/playwright) (π₯ 280K / month Β· π¦ 58 Β· β±οΈ 13.04.2022):
+- [PyPi](https://pypi.org/project/playwright) (π₯ 300K / month Β· π¦ 58 Β· β±οΈ 13.04.2022):
```
pip install playwright
```
pytest-asyncio (π₯32 Β· β 930) - Pytest support for asyncio. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 37 Β· π 100 Β· π₯ 26 Β· π 200 - 15% open Β· β±οΈ 22.04.2022):
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 37 Β· π 100 Β· π₯ 26 Β· π 210 - 15% open Β· β±οΈ 02.05.2022):
```
git clone https://github.com/pytest-dev/pytest-asyncio
@@ -2264,19 +2249,19 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install pytest-asyncio
```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 930K Β· β±οΈ 25.03.2022):
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 940K Β· β±οΈ 25.03.2022):
```
conda install -c conda-forge pytest-asyncio
```
nose2 (π₯32 Β· β 710) - The successor to nose, based on unittest2. BSD-3
-- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 73 Β· π 140 Β· π¦ 4.7K Β· π 250 - 19% open Β· β±οΈ 18.04.2022):
+- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 73 Β· π 140 Β· π¦ 4.8K Β· π 250 - 19% open Β· β±οΈ 18.04.2022):
```
git clone https://github.com/nose-devs/nose2
```
-- [PyPi](https://pypi.org/project/nose2) (π₯ 460K / month Β· π¦ 1.1K Β· β±οΈ 13.02.2022):
+- [PyPi](https://pypi.org/project/nose2) (π₯ 450K / month Β· π¦ 1.1K Β· β±οΈ 13.02.2022):
```
pip install nose2
```
@@ -2287,52 +2272,20 @@ This curated list contains 260 awesome open-source projects with a total of 690K
mimesis (π₯31 Β· β 3.6K) - Mimesis is a high-performance fake data generator for Python, which.. MIT
-- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 110 Β· π 280 Β· π₯ 290 Β· π 300 - 1% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 110 Β· π 290 Β· π₯ 290 Β· π 300 - 1% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (π₯ 140K / month Β· π¦ 58 Β· β±οΈ 25.01.2022):
+- [PyPi](https://pypi.org/project/mimesis) (π₯ 140K / month Β· π¦ 61 Β· β±οΈ 25.01.2022):
```
pip install mimesis
```
-- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 11K Β· β±οΈ 15.07.2020):
+- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 12K Β· β±οΈ 04.05.2022):
```
conda install -c conda-forge mimesis
```
pytest-html (π₯31 Β· β 480) - 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¦ 20K Β· π 290 - 35% open Β· β±οΈ 21.04.2022):
-
- ```
- git clone https://github.com/pytest-dev/pytest-html
- ```
-- [PyPi](https://pypi.org/project/pytest-html) (π₯ 2M / month Β· π¦ 670 Β· β±οΈ 13.12.2020):
- ```
- pip install pytest-html
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 220K Β· β±οΈ 13.12.2020):
- ```
- conda install -c conda-forge pytest-html
- ```
-coveralls-python (π₯31 Β· β 470) - Show coverage stats online via coveralls.io. MIT
-
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 63 Β· π 180 Β· π¦ 21K Β· π 150 - 4% open Β· β±οΈ 15.03.2022):
-
- ```
- git clone https://github.com/TheKevJames/coveralls-python
- ```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 580K / month Β· π¦ 9.2K Β· β±οΈ 11.11.2021):
- ```
- pip install coveralls
- ```
-- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 660K Β· β±οΈ 12.11.2021):
- ```
- conda install -c conda-forge coveralls
- ```
-factory_boy (π₯30 Β· β 2.8K) - 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 16.02.2022):
@@ -2340,23 +2293,23 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/FactoryBoy/factory_boy
```
-- [PyPi](https://pypi.org/project/factory_boy) (π₯ 2M / month Β· π¦ 2.1K Β· β±οΈ 05.05.2018):
+- [PyPi](https://pypi.org/project/factory_boy) (π₯ 1.9M / month Β· π¦ 2.1K Β· β±οΈ 05.05.2018):
```
pip install factory_boy
```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 95K Β· β±οΈ 26.10.2021):
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 96K Β· β±οΈ 26.10.2021):
```
conda install -c conda-forge factory_boy
```
pytest-bdd (π₯30 Β· β 1K) - BDD library for the py.test runner. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 46 Β· π 170 Β· π 290 - 45% open Β· β±οΈ 09.03.2022):
+- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 46 Β· π 170 Β· π 290 - 45% open Β· β±οΈ 01.05.2022):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
-- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 470K / month Β· π¦ 170 Β· β±οΈ 25.10.2021):
+- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 480K / month Β· π¦ 170 Β· β±οΈ 25.10.2021):
```
pip install pytest-bdd
```
@@ -2381,9 +2334,41 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge pyhamcrest
```
pytest-html (π₯30 Β· β 490) - 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¦ 20K Β· π 290 - 35% open Β· β±οΈ 21.04.2022):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-html
+ ```
+- [PyPi](https://pypi.org/project/pytest-html) (π₯ 2M / month Β· π¦ 670 Β· β±οΈ 13.12.2020):
+ ```
+ pip install pytest-html
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 230K Β· β±οΈ 13.12.2020):
+ ```
+ conda install -c conda-forge pytest-html
+ ```
+coveralls-python (π₯30 Β· β 470) - Show coverage stats online via coveralls.io. MIT
+
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 63 Β· π 180 Β· π¦ 22K Β· π 150 - 4% open Β· β±οΈ 15.03.2022):
+
+ ```
+ git clone https://github.com/TheKevJames/coveralls-python
+ ```
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 580K / month Β· π¦ 9.2K Β· β±οΈ 11.11.2021):
+ ```
+ pip install coveralls
+ ```
+- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 660K Β· β±οΈ 12.11.2021):
+ ```
+ conda install -c conda-forge coveralls
+ ```
+pytest-testinfra (π₯28 Β· β 2K) - Testinfra test your infrastructures. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 110 Β· π 300 Β· π 320 - 36% open Β· β±οΈ 12.04.2022):
+- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 110 Β· π 300 Β· π 320 - 36% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/pytest-dev/pytest-testinfra
@@ -2392,39 +2377,23 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install pytest-testinfra
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 2.8K Β· β±οΈ 26.04.2022):
+- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 2.9K Β· β±οΈ 26.04.2022):
```
conda install -c conda-forge pytest-testinfra
```
pytest-sugar (π₯28 Β· β 860) - a plugin for py.test that changes the default look and feel.. BSD-3
+nox (π₯28 Β· β 780) - Flexible test automation for Python. Apache-2
-- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 38 Β· π 62 Β· π¦ 9.7K Β· π 100 - 33% open Β· β±οΈ 02.04.2022):
-
- ```
- git clone https://github.com/Teemu/pytest-sugar
- ```
-- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 700K / month Β· π¦ 2.6K Β· β±οΈ 06.07.2020):
- ```
- pip install pytest-sugar
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 130K Β· β±οΈ 11.04.2022):
- ```
- conda install -c conda-forge pytest-sugar
- ```
-nox (π₯28 Β· β 770) - Flexible test automation for Python. Apache-2
-
-- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 73 Β· π 110 Β· π 280 - 10% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 74 Β· π 110 Β· π 280 - 9% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (π₯ 1M / month Β· π¦ 170 Β· β±οΈ 07.01.2022):
+- [PyPi](https://pypi.org/project/nox) (π₯ 990K / month Β· π¦ 170 Β· β±οΈ 07.01.2022):
```
pip install nox
```
-- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 74K Β· β±οΈ 23.04.2022):
+- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 76K Β· β±οΈ 23.04.2022):
```
conda install -c conda-forge nox
```
@@ -2436,7 +2405,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/CleanCut/green
```
-- [PyPi](https://pypi.org/project/green) (π₯ 14K / month Β· π¦ 210 Β· β±οΈ 20.01.2022):
+- [PyPi](https://pypi.org/project/green) (π₯ 12K / month Β· π¦ 210 Β· β±οΈ 20.01.2022):
```
pip install green
```
@@ -2447,12 +2416,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
asv (π₯28 Β· β 680) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 68 Β· π 140 Β· π 490 - 26% open Β· β±οΈ 12.04.2022):
+- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 68 Β· π 150 Β· π 490 - 26% open Β· β±οΈ 12.04.2022):
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (π₯ 21K / month Β· π¦ 63 Β· β±οΈ 06.02.2022):
+- [PyPi](https://pypi.org/project/asv) (π₯ 20K / month Β· π¦ 63 Β· β±οΈ 06.02.2022):
```
pip install asv
```
@@ -2461,14 +2430,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge asv
```
ddt (π₯28 Β· β 410) - Data-Driven Tests for Python Unittest. MIT
+ddt (π₯28 Β· β 410 Β· π€) - Data-Driven Tests for Python Unittest. MIT
-- [GitHub](https://github.com/datadriventests/ddt) (π¨βπ» 36 Β· π 100 Β· π¦ 4.2K Β· π 53 - 28% open Β· β±οΈ 04.10.2021):
+- [GitHub](https://github.com/datadriventests/ddt) (π¨βπ» 36 Β· π 100 Β· π¦ 4.2K Β· π 54 - 27% open Β· β±οΈ 04.10.2021):
```
git clone https://github.com/datadriventests/ddt
```
-- [PyPi](https://pypi.org/project/ddt) (π₯ 260K / month Β· π¦ 1.3K Β· β±οΈ 04.10.2021):
+- [PyPi](https://pypi.org/project/ddt) (π₯ 250K / month Β· π¦ 1.3K Β· β±οΈ 04.10.2021):
```
pip install ddt
```
@@ -2477,20 +2446,20 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge ddt
```
pytest-mypy (π₯27 Β· β 210) - Mypy static type checker plugin for Pytest. MIT
+pytest-sugar (π₯27 Β· β 860) - a plugin for py.test that changes the default look and feel.. BSD-3
-- [GitHub](https://github.com/dbader/pytest-mypy) (π¨βπ» 16 Β· π 33 Β· π¦ 1.7K Β· π 49 - 16% open Β· β±οΈ 07.02.2022):
+- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 38 Β· π 62 Β· π¦ 9.7K Β· π 100 - 33% open Β· β±οΈ 02.04.2022):
```
- git clone https://github.com/dbader/pytest-mypy
+ git clone https://github.com/Teemu/pytest-sugar
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 1.2M / month Β· π¦ 390 Β· β±οΈ 07.02.2022):
+- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 670K / month Β· π¦ 2.6K Β· β±οΈ 06.07.2020):
```
- pip install pytest-mypy
+ pip install pytest-sugar
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 24K Β· β±οΈ 24.11.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 130K Β· β±οΈ 11.04.2022):
```
- conda install -c conda-forge pytest-mypy
+ conda install -c conda-forge pytest-sugar
```
pytest-randomly (π₯26 Β· β 420) - Pytest plugin to randomly order tests and control random.seed. MIT
@@ -2500,29 +2469,29 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/pytest-dev/pytest-randomly
```
-- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 590K / month Β· π¦ 180 Β· β±οΈ 10.01.2022):
+- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 610K / month Β· π¦ 180 Β· β±οΈ 10.01.2022):
```
pip install pytest-randomly
```
-- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 31K Β· β±οΈ 10.01.2022):
+- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 32K Β· β±οΈ 10.01.2022):
```
conda install -c conda-forge pytest-randomly
```
pytest-benchmark (π₯25 Β· β 880) - py.test fixture for benchmarking code. BSD-2
+pytest-mypy (π₯26 Β· β 210) - Mypy static type checker plugin for Pytest. MIT
-- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 35 Β· π 92 Β· π¦ 2.8K Β· π 160 - 50% open Β· β±οΈ 23.02.2022):
+- [GitHub](https://github.com/dbader/pytest-mypy) (π¨βπ» 16 Β· π 33 Β· π¦ 1.7K Β· π 49 - 16% open Β· β±οΈ 07.02.2022):
```
- git clone https://github.com/ionelmc/pytest-benchmark
+ git clone https://github.com/dbader/pytest-mypy
```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 390K / month Β· π¦ 560 Β· β±οΈ 17.04.2021):
+- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 1.3M / month Β· π¦ 390 Β· β±οΈ 07.02.2022):
```
- pip install pytest-benchmark
+ pip install pytest-mypy
```
-- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 1.3M Β· β±οΈ 18.04.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 24K Β· β±οΈ 24.11.2020):
```
- conda install -c conda-forge pytest-benchmark
+ conda install -c conda-forge pytest-mypy
```
pytest-plugins (π₯25 Β· β 450) - A grab-bag of nifty pytest plugins. MIT
@@ -2532,7 +2501,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/man-group/pytest-plugins
```
-- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 41K / month Β· π¦ 63 Β· β±οΈ 28.05.2019):
+- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 43K / month Β· π¦ 63 Β· β±οΈ 28.05.2019):
```
pip install pytest-virtualenv
```
@@ -2541,20 +2510,20 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge pytest-shutil
```
pytest-testmon (π₯24 Β· β 540) - Selects tests affected by changed files. Continous.. βοΈAGPL-3.0
+pytest-benchmark (π₯24 Β· β 880) - py.test fixture for benchmarking code. BSD-2
-- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 16 Β· π 30 Β· π 120 - 20% open Β· β±οΈ 29.03.2022):
+- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 35 Β· π 92 Β· π¦ 2.9K Β· π 160 - 50% open Β· β±οΈ 23.02.2022):
```
- git clone https://github.com/tarpas/pytest-testmon
+ git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 120K / month Β· π¦ 54 Β· β±οΈ 11.03.2022):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 380K / month Β· π¦ 560 Β· β±οΈ 17.04.2021):
```
- pip install pytest-testmon
+ pip install pytest-benchmark
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 34K Β· β±οΈ 03.08.2019):
+- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 1.3M Β· β±οΈ 18.04.2021):
```
- conda install -c conda-forge pytest-testmon
+ conda install -c conda-forge pytest-benchmark
```
xdoctest (π₯24 Β· β 150) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
@@ -2564,15 +2533,31 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 120K / month Β· π¦ 77 Β· β±οΈ 25.03.2022):
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 110K / month Β· π¦ 77 Β· β±οΈ 25.03.2022):
```
pip install xdoctest
```
-- [Conda](https://anaconda.org/conda-forge/xdoctest) (π₯ 26K Β· β±οΈ 26.03.2022):
+- [Conda](https://anaconda.org/conda-forge/xdoctest) (π₯ 28K Β· β±οΈ 26.03.2022):
```
conda install -c conda-forge xdoctest
```
pytest-testmon (π₯23 Β· β 540) - Selects tests affected by changed files. Continous.. βοΈAGPL-3.0
+
+- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 16 Β· π 30 Β· π 120 - 20% open Β· β±οΈ 29.03.2022):
+
+ ```
+ git clone https://github.com/tarpas/pytest-testmon
+ ```
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 110K / month Β· π¦ 54 Β· β±οΈ 11.03.2022):
+ ```
+ pip install pytest-testmon
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 34K Β· β±οΈ 03.08.2019):
+ ```
+ conda install -c conda-forge pytest-testmon
+ ```
+pytest-docker (π₯22 Β· β 280) - Docker-based integration tests. MIT
- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 14 Β· π 51 Β· π₯ 86 Β· π 50 - 42% open Β· β±οΈ 09.04.2022):
@@ -2580,14 +2565,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/avast/pytest-docker
```
-- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 72K / month Β· π¦ 29 Β· β±οΈ 09.04.2022):
+- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 68K / month Β· π¦ 29 Β· β±οΈ 09.04.2022):
```
pip install pytest-docker
```
pytest-lazy-fixture (π₯20 Β· β 250) - It helps to use fixtures in pytest.mark.parametrize. MIT
-- [GitHub](https://github.com/TvoroG/pytest-lazy-fixture) (π¨βπ» 9 Β· π 18 Β· π¦ 690 Β· π 35 - 42% open Β· β±οΈ 27.01.2022):
+- [GitHub](https://github.com/TvoroG/pytest-lazy-fixture) (π¨βπ» 9 Β· π 18 Β· π¦ 700 Β· π 35 - 42% open Β· β±οΈ 27.01.2022):
```
git clone https://github.com/tvorog/pytest-lazy-fixture
@@ -2596,14 +2581,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install pytest-lazy-fixture
```
-- [Conda](https://anaconda.org/conda-forge/pytest-lazy-fixture) (π₯ 330K Β· β±οΈ 01.02.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-lazy-fixture) (π₯ 340K Β· β±οΈ 01.02.2020):
```
conda install -c conda-forge pytest-lazy-fixture
```
pytest-datadir (π₯20 Β· β 160) - pytest plugin for manipulating test data directories and.. MIT
-- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 7 Β· π 17 Β· π¦ 580 Β· π 16 - 31% open Β· β±οΈ 18.01.2022):
+- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 7 Β· π 17 Β· π¦ 590 Β· π 16 - 31% open Β· β±οΈ 18.01.2022):
```
git clone https://github.com/gabrielcnr/pytest-datadir
@@ -2620,13 +2605,13 @@ This curated list contains 260 awesome open-source projects with a total of 690K
Show 8 hidden projects...
- nose (π₯33 Β· β 1.3K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
-- uiautomator (π₯26 Β· β 1.8K Β· π) - Python wrapper of Android uiautomator test tool. MIT
-- pytest-watch (π₯26 Β· β 640 Β· π) - Local continuous test runner with pytest and watchdog. MIT MIT
+- pytest-watch (π₯25 Β· β 640 Β· π) - Local continuous test runner with pytest and watchdog. MIT MIT
- sixpack (π₯21 Β· β 1.7K Β· π) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
- assertpy (π₯19 Β· β 250 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
- fake2db (π₯18 Β· β 2.1K Β· π) - create custom test databases that are populated with fake data. βοΈGPL-2.0
-- pytest-play (π₯15 Β· β 65 Β· π) - pytest plugin that let you automate actions and.. Apache-2 Apache-2
@@ -2638,12 +2623,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pyinstaller (π₯38 Β· β 9.1K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 430 Β· π 1.8K Β· π₯ 730K Β· π 4.5K - 6% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 430 Β· π 1.8K Β· π₯ 730K Β· π 4.5K - 6% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 810K / month Β· π¦ 160 Β· β±οΈ 25.04.2022):
+- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 800K / month Β· π¦ 160 Β· β±οΈ 25.04.2022):
```
pip install pyinstaller
```
@@ -2652,7 +2637,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge pyinstaller
```
packaging (π₯37 Β· β 390) - Core utilities for Python packages. BSD-2
+packaging (π₯36 Β· β 390) - Core utilities for Python packages. BSD-2
- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 78 Β· π 180 Β· π₯ 320 Β· π¦ 360K Β· π 250 - 26% open Β· β±οΈ 11.04.2022):
@@ -2663,19 +2648,19 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install packaging
```
-- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 14M Β· β±οΈ 18.11.2021):
+- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 15M Β· β±οΈ 18.11.2021):
```
conda install -c conda-forge packaging
```
Nuitka (π₯32 Β· β 6.7K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
-- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 110 Β· π 380 Β· π 1.3K - 16% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 110 Β· π 380 Β· π 1.3K - 17% open Β· β±οΈ 30.04.2022):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 28K / month Β· π¦ 36 Β· β±οΈ 03.04.2022):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 31K / month Β· π¦ 36 Β· β±οΈ 03.04.2022):
```
pip install nuitka
```
@@ -2686,36 +2671,36 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pex (π₯32 Β· β 2.1K) - A library and tool for generating .pex (Python EXecutable) files. Apache-2
-- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 100 Β· π 220 Β· π₯ 780K Β· π 850 - 17% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 100 Β· π 220 Β· π₯ 790K Β· π 860 - 17% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (π₯ 310K / month Β· π¦ 130 Β· β±οΈ 29.04.2022):
+- [PyPi](https://pypi.org/project/pex) (π₯ 320K / month Β· π¦ 130 Β· β±οΈ 05.05.2022):
```
pip install pex
```
briefcase (π₯29 Β· β 1.4K) - Tools to support converting a Python project into a standalone.. BSD-3
-- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 95 Β· π 220 Β· π 440 - 27% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 95 Β· π 220 Β· π 440 - 27% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/beeware/briefcase
```
-- [PyPi](https://pypi.org/project/briefcase) (π₯ 4.2K / month Β· π¦ 17 Β· β±οΈ 28.02.2022):
+- [PyPi](https://pypi.org/project/briefcase) (π₯ 4.4K / month Β· π¦ 17 Β· β±οΈ 28.02.2022):
```
pip install briefcase
```
cx_Freeze (π₯29 Β· β 890) - Create standalone executables from Python scripts, with the same.. Python-2.0
+cx_Freeze (π₯29 Β· β 900) - Create standalone executables from Python scripts, with the same.. Python-2.0
- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 94 Β· π 180 Β· π 740 - 8% open Β· β±οΈ 21.04.2022):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
-- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 48K / month Β· π¦ 150 Β· β±οΈ 16.12.2017):
+- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 47K / month Β· π¦ 150 Β· β±οΈ 16.12.2017):
```
pip install cx_freeze
```
@@ -2726,7 +2711,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
py2app (π₯27 Β· β 180) - py2app is a Python setuptools command which will allow you to make.. MIT
-- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 30 Β· π 21 Β· π 420 - 31% open Β· β±οΈ 23.04.2022):
+- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 30 Β· π 21 Β· π 420 - 31% open Β· β±οΈ 30.04.2022):
```
git clone https://github.com/ronaldoussoren/py2app
@@ -2738,12 +2723,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
PyOxidizer (π₯26 Β· β 3.6K) - A modern Python application packaging and distribution tool. MPL-2.0
-- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 42 Β· π 150 Β· π₯ 2.4K Β· π 470 - 58% open Β· β±οΈ 27.04.2022):
+- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 42 Β· π 150 Β· π₯ 2.5K Β· π 470 - 58% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/indygreg/PyOxidizer
```
-- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 1.7K / month Β· β±οΈ 08.03.2022):
+- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 1.5K / month Β· β±οΈ 08.03.2022):
```
pip install pyoxidizer
```
@@ -2760,19 +2745,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pip install shiv
```
py2exe (π₯24 Β· β 390) - A distutils extension to create standalone Windows programs from Python code. MIT
-
-- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 14 Β· π 51 Β· π₯ 8.7K Β· π¦ 1.4K Β· π 100 - 7% open Β· β±οΈ 13.02.2022):
-
- ```
- git clone https://github.com/py2exe/py2exe
- ```
-- [PyPi](https://pypi.org/project/py2exe) (π₯ 16K / month Β· π¦ 180 Β· β±οΈ 13.02.2022):
- ```
- pip install py2exe
- ```
-pynsist (π₯23 Β· β 760) - Build Windows installers for Python applications. MIT
+pynsist (π₯23 Β· β 770) - Build Windows installers for Python applications. MIT
- [GitHub](https://github.com/takluyver/pynsist) (π¨βπ» 30 Β· π 110 Β· π 160 - 17% open Β· β±οΈ 21.04.2022):
@@ -2784,26 +2757,38 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pip install pynsist
```
constructor (π₯23 Β· β 350) - tool for creating installers from conda packages. BSD-3
+py2exe (π₯23 Β· β 400) - A distutils extension to create standalone Windows programs from Python code. MIT
+
+- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 14 Β· π 51 Β· π₯ 8.7K Β· π¦ 1.5K Β· π 100 - 7% open Β· β±οΈ 13.02.2022):
+
+ ```
+ git clone https://github.com/py2exe/py2exe
+ ```
+- [PyPi](https://pypi.org/project/py2exe) (π₯ 15K / month Β· π¦ 180 Β· β±οΈ 13.02.2022):
+ ```
+ pip install py2exe
+ ```
+constructor (π₯23 Β· β 360) - tool for creating installers from conda packages. BSD-3
- [GitHub](https://github.com/conda/constructor) (π¨βπ» 51 Β· π 140 Β· π₯ 230 Β· π¦ 12 Β· π 270 - 24% open Β· β±οΈ 31.03.2022):
```
git clone https://github.com/conda/constructor
```
-- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 6K Β· β±οΈ 23.03.2022):
+- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 6.1K Β· β±οΈ 02.05.2022):
```
conda install -c anaconda constructor
```
xar (π₯20 Β· β 1.5K) - executable archive format. BSD-3
-- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 34 Β· π 50 Β· π¦ 19 Β· π 31 - 25% open Β· β±οΈ 29.04.2022):
+- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 34 Β· π 51 Β· π¦ 19 Β· π 31 - 25% open Β· β±οΈ 29.04.2022):
```
git clone https://github.com/facebookincubator/xar
```
-- [PyPi](https://pypi.org/project/xar) (π₯ 97 / month Β· β±οΈ 02.12.2020):
+- [PyPi](https://pypi.org/project/xar) (π₯ 82 / month Β· β±οΈ 02.12.2020):
```
pip install xar
```
@@ -2811,7 +2796,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
Show 2 hidden projects...
- subpar (π₯13 Β· β 520 Β· π) - Subpar is a utility for creating self-contained python.. Apache-2
-- pyship (π₯9 Β· β 23 Β· π€) - pyship - ship Python desktop apps to end users. MIT
+- pyship (π₯9 Β· β 24 Β· π€) - pyship - ship Python desktop apps to end users. MIT
@@ -2821,12 +2806,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
setuptools (π₯45 Β· β 1.6K) - Official project repository for the Setuptools build system. MIT
-- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 500 Β· π 850 Β· π₯ 120 Β· π¦ 160K Β· π 2K - 23% open Β· β±οΈ 22.04.2022):
+- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 500 Β· π 870 Β· π₯ 120 Β· π¦ 160K Β· π 2.1K - 24% open Β· β±οΈ 22.04.2022):
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (π₯ 200M / month Β· π¦ 36K Β· β±οΈ 10.04.2022):
+- [PyPi](https://pypi.org/project/setuptools) (π₯ 190M / month Β· π¦ 36K Β· β±οΈ 10.04.2022):
```
pip install setuptools
```
@@ -2837,7 +2822,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
buildbot (π₯36 Β· β 4.8K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
-- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 810 Β· π 1.6K Β· π₯ 25K Β· π¦ 280 Β· π 1.4K - 45% open Β· β±οΈ 25.04.2022):
+- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 810 Β· π 1.6K Β· π₯ 25K Β· π¦ 280 Β· π 1.4K - 45% open Β· β±οΈ 30.04.2022):
```
git clone https://github.com/buildbot/buildbot
@@ -2858,7 +2843,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/pyinvoke/invoke
```
-- [PyPi](https://pypi.org/project/invoke) (π₯ 2.8M / month Β· π¦ 2.6K Β· β±οΈ 19.03.2022):
+- [PyPi](https://pypi.org/project/invoke) (π₯ 2.6M / month Β· π¦ 2.6K Β· β±οΈ 19.03.2022):
```
pip install invoke
```
@@ -2874,11 +2859,11 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/pypa/twine
```
-- [PyPi](https://pypi.org/project/twine) (π₯ 3M / month Β· π¦ 12K Β· β±οΈ 31.03.2022):
+- [PyPi](https://pypi.org/project/twine) (π₯ 2.8M / month Β· π¦ 12K Β· β±οΈ 31.03.2022):
```
pip install twine
```
-- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 440K Β· β±οΈ 31.03.2022):
+- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 450K Β· β±οΈ 31.03.2022):
```
conda install -c conda-forge twine
```
@@ -2894,30 +2879,30 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install wheel
```
-- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 30M Β· β±οΈ 22.12.2021):
+- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 31M Β· β±οΈ 22.12.2021):
```
conda install -c conda-forge wheel
```
doit (π₯33 Β· β 1.4K) - task management & automation tool. MIT
-- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 63 Β· π 150 Β· π¦ 930 Β· π 270 - 23% open Β· β±οΈ 22.04.2022):
+- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 63 Β· π 150 Β· π¦ 930 Β· π 270 - 23% open Β· β±οΈ 04.05.2022):
```
git clone https://github.com/pydoit/doit
```
-- [PyPi](https://pypi.org/project/doit) (π₯ 310K / month Β· π¦ 280 Β· β±οΈ 22.04.2022):
+- [PyPi](https://pypi.org/project/doit) (π₯ 320K / month Β· π¦ 280 Β· β±οΈ 22.04.2022):
```
pip install doit
```
-- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 88K Β· β±οΈ 22.04.2022):
+- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 90K Β· β±οΈ 22.04.2022):
```
conda install -c conda-forge doit
```
setuptools_scm (π₯33 Β· β 570) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 100 Β· π 160 Β· π 390 - 20% open Β· β±οΈ 15.04.2022):
+- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 100 Β· π 160 Β· π 400 - 20% open Β· β±οΈ 15.04.2022):
```
git clone https://github.com/pypa/setuptools_scm
@@ -2926,14 +2911,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install setuptools_scm
```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 960K Β· β±οΈ 19.01.2022):
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 970K Β· β±οΈ 19.01.2022):
```
conda install -c conda-forge setuptools_scm
```
scons (π₯32 Β· β 1.4K) - SCons - a software construction tool. MIT
-- [GitHub](https://github.com/SCons/scons) (π¨βπ» 140 Β· π 260 Β· π₯ 430 Β· π 3.3K - 19% open Β· β±οΈ 19.04.2022):
+- [GitHub](https://github.com/SCons/scons) (π¨βπ» 140 Β· π 260 Β· π₯ 430 Β· π 3.3K - 19% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/SCons/scons
@@ -2970,7 +2955,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (π₯ 15K / month Β· π¦ 60 Β· β±οΈ 24.02.2022):
+- [PyPi](https://pypi.org/project/pybuilder) (π₯ 14K / month Β· π¦ 60 Β· β±οΈ 24.02.2022):
```
pip install pybuilder
```
@@ -2986,7 +2971,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/paver/paver
```
-- [PyPi](https://pypi.org/project/paver) (π₯ 35K / month Β· π¦ 960 Β· β±οΈ 31.12.2017):
+- [PyPi](https://pypi.org/project/paver) (π₯ 34K / month Β· π¦ 960 Β· β±οΈ 31.12.2017):
```
pip install paver
```
@@ -2995,21 +2980,21 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge paver
```
universal-build (π₯15 Β· β 16) - Universal build utilities for containerized build pipelines. MIT
+universal-build (π₯14 Β· β 16) - Universal build utilities for containerized build pipelines. MIT
- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 4 Β· π 6 Β· π₯ 16 Β· π¦ 9 Β· β±οΈ 17.11.2021):
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 380 / month Β· π¦ 5 Β· β±οΈ 12.12.2020):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 290 / month Β· π¦ 5 Β· β±οΈ 12.12.2020):
```
pip install universal-build
```
Show 2 hidden projects...
-- buildout (π₯31 Β· β 530) - Buildout is a deployment automation tool written in and extended.. βοΈZPL-2.1
+- buildout (π₯30 Β· β 530) - Buildout is a deployment automation tool written in and extended.. βοΈZPL-2.1
- pynt (π₯17 Β· β 150 Β· π) - A pynt of Python build. MIT
@@ -3018,14 +3003,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
-psutil (π₯44 Β· β 8.3K) - Cross-platform lib for process and system monitoring in Python. BSD-3
+psutil (π₯44 Β· β 8.4K) - Cross-platform lib for process and system monitoring in Python. BSD-3
- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 180 Β· π 1.2K Β· π¦ 160K Β· π 1.5K - 13% open Β· β±οΈ 15.04.2022):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 46M / month Β· π¦ 15K Β· β±οΈ 29.12.2021):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 48M / month Β· π¦ 15K Β· β±οΈ 29.12.2021):
```
pip install psutil
```
@@ -3036,12 +3021,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
Glances (π₯37 Β· β 20K) - Glances an Eye on your system. A top/htop alternative for.. βοΈLGPL-3.0
-- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 150 Β· π 1.3K Β· π₯ 760 Β· π¦ 440 Β· π 1.5K - 14% open Β· β±οΈ 21.04.2022):
+- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 150 Β· π 1.3K Β· π₯ 760 Β· π¦ 440 Β· π 1.5K - 14% open Β· β±οΈ 03.05.2022):
```
git clone https://github.com/nicolargo/glances
```
-- [PyPi](https://pypi.org/project/glances) (π₯ 190K / month Β· π¦ 50 Β· β±οΈ 10.04.2022):
+- [PyPi](https://pypi.org/project/glances) (π₯ 200K / month Β· π¦ 50 Β· β±οΈ 10.04.2022):
```
pip install glances
```
@@ -3050,38 +3035,18 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge glances
```
Scalene (π₯31 Β· β 5.6K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
+Scalene (π₯30 Β· β 5.6K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 30 Β· π 200 Β· π¦ 97 Β· π 210 - 26% open Β· β±οΈ 28.04.2022):
+- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 30 Β· π 200 Β· π¦ 98 Β· π 210 - 26% open Β· β±οΈ 29.04.2022):
```
git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (π₯ 6.6K / month Β· π¦ 3 Β· β±οΈ 24.04.2022):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 7.2K / month Β· π¦ 3 Β· β±οΈ 29.04.2022):
```
pip install scalene
```
py-spy (π₯30 Β· β 8.4K) - Sampling profiler for Python programs. MIT
-
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 29 Β· π 280 Β· π₯ 8.4K Β· π 240 - 30% open Β· β±οΈ 17.01.2022):
-
- ```
- git clone https://github.com/benfred/py-spy
- ```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 760K / month Β· π¦ 35 Β· β±οΈ 13.11.2021):
- ```
- pip install py-spy
- ```
-- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 300K Β· β±οΈ 18.12.2021):
- ```
- conda install -c conda-forge py-spy
- ```
-- [Cargo](https://crates.io/crates/py-spy) (π₯ 770 / month Β· β±οΈ 13.11.2021):
- ```
- cargo install py-spy
- ```
-memory-profiler (π₯30 Β· β 3.4K) - Monitor Memory usage of Python code. BSD-3
- [GitHub](https://github.com/pythonprofilers/memory_profiler) (π¨βπ» 96 Β· π 340 Β· π 220 - 51% open Β· β±οΈ 12.04.2022):
@@ -3098,20 +3063,24 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge memory_profiler
```
pyinstrument (π₯29 Β· β 4.3K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
+py-spy (π₯29 Β· β 8.4K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 38 Β· π 180 Β· π¦ 630 Β· π 98 - 16% open Β· β±οΈ 17.12.2021):
+- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 29 Β· π 310 Β· π₯ 8.5K Β· π 250 - 33% open Β· β±οΈ 03.05.2022):
```
- git clone https://github.com/joerick/pyinstrument
+ git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 310K / month Β· π¦ 97 Β· β±οΈ 14.11.2021):
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 760K / month Β· π¦ 38 Β· β±οΈ 03.05.2022):
```
- pip install pyinstrument
+ pip install py-spy
```
-- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 100K Β· β±οΈ 26.01.2022):
+- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 300K Β· β±οΈ 18.12.2021):
```
- conda install -c conda-forge pyinstrument
+ conda install -c conda-forge py-spy
+ ```
+- [Cargo](https://crates.io/crates/py-spy) (π₯ 900 / month Β· π¦ 1 Β· β±οΈ 13.11.2021):
+ ```
+ cargo install py-spy
```
line_profiler (π₯29 Β· β 3.5K) - Line-by-line profiling for Python. BSD-3
@@ -3121,7 +3090,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/line_profiler) (π₯ 140K / month Β· π¦ 350 Β· β±οΈ 20.12.2017):
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 130K / month Β· π¦ 350 Β· β±οΈ 20.12.2017):
```
pip install line_profiler
```
@@ -3137,11 +3106,27 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/python-diamond/Diamond
```
-- [PyPi](https://pypi.org/project/diamond) (π₯ 31K / month Β· π¦ 32 Β· β±οΈ 25.11.2016):
+- [PyPi](https://pypi.org/project/diamond) (π₯ 30K / month Β· π¦ 32 Β· β±οΈ 25.11.2016):
```
pip install diamond
```
pyinstrument (π₯28 Β· β 4.3K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
+
+- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 38 Β· π 180 Β· π¦ 630 Β· π 98 - 16% open Β· β±οΈ 17.12.2021):
+
+ ```
+ git clone https://github.com/joerick/pyinstrument
+ ```
+- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 300K / month Β· π¦ 97 Β· β±οΈ 14.11.2021):
+ ```
+ pip install pyinstrument
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 100K Β· β±οΈ 26.01.2022):
+ ```
+ conda install -c conda-forge pyinstrument
+ ```
+Bpytop (π₯27 Β· β 8.5K) - Linux/OSX/FreeBSD resource monitor. Apache-2
- [GitHub](https://github.com/aristocratos/bpytop) (π¨βπ» 35 Β· π 330 Β· π 280 - 21% open Β· β±οΈ 06.03.2022):
@@ -3149,7 +3134,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
git clone https://github.com/aristocratos/bpytop
```
-- [PyPi](https://pypi.org/project/bpytop) (π₯ 8.9K / month Β· π¦ 1 Β· β±οΈ 22.12.2021):
+- [PyPi](https://pypi.org/project/bpytop) (π₯ 9K / month Β· π¦ 1 Β· β±οΈ 22.12.2021):
```
pip install bpytop
```
@@ -3176,7 +3161,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
Yappi (π₯27 Β· β 900) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 26 Β· π 52 Β· π¦ 580 Β· π 55 - 30% open Β· β±οΈ 08.12.2021):
+- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 26 Β· π 53 Β· π¦ 580 Β· π 55 - 30% open Β· β±οΈ 08.12.2021):
```
git clone https://github.com/sumerc/yappi
@@ -3190,25 +3175,25 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge yappi
```
heartrate (π₯19 Β· β 1.4K) - Simple real time visualisation of the execution of a Python program. MIT
+heartrate (π₯18 Β· β 1.4K) - Simple real time visualisation of the execution of a Python program. MIT
- [GitHub](https://github.com/alexmojaki/heartrate) (π¨βπ» 3 Β· π 120 Β· π¦ 39 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₯ 660 / month Β· π¦ 3 Β· β±οΈ 13.11.2021):
+- [PyPi](https://pypi.org/project/heartrate) (π₯ 700 / month Β· π¦ 3 Β· β±οΈ 13.11.2021):
```
pip install heartrate
```
-- [Conda](https://anaconda.org/conda-forge/heartrate) (π₯ 540 Β· β±οΈ 13.11.2021):
+- [Conda](https://anaconda.org/conda-forge/heartrate) (π₯ 550 Β· β±οΈ 13.11.2021):
```
conda install -c conda-forge heartrate
```
pyheat (π₯18 Β· β 720 Β· π€) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
-- [GitHub](https://github.com/csurfer/pyheat) (π¨βπ» 5 Β· π 40 Β· π¦ 38 Β· π 14 - 35% open Β· β±οΈ 18.09.2021):
+- [GitHub](https://github.com/csurfer/pyheat) (π¨βπ» 5 Β· π 40 Β· π¦ 39 Β· π 14 - 35% open Β· β±οΈ 18.09.2021):
```
git clone https://github.com/csurfer/pyheat
@@ -3231,30 +3216,14 @@ This curated list contains 260 awesome open-source projects with a total of 690K
-astor (π₯29 Β· β 650) - Python AST read/write. BSD-3
+typed_ast (π₯30 Β· β 210 Β· π) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
-- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 31 Β· π 85 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₯ 4.5M / month Β· π¦ 2.1K Β· β±οΈ 10.12.2019):
- ```
- pip install astor
- ```
-- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 1.5M Β· β±οΈ 01.07.2020):
- ```
- conda install -c conda-forge astor
- ```
-typed_ast (π₯29 Β· β 210) - Modified fork of CPythons ast module that parses `# type:` comments. Apache-2
-
-- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 25 Β· π 52 Β· π 87 - 3% open Β· β±οΈ 16.04.2022):
+- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 25 Β· π 52 Β· π 87 - 3% open Β· β±οΈ 30.04.2022):
```
git clone https://github.com/python/typed_ast
```
-- [PyPi](https://pypi.org/project/typed_ast) (π₯ 13M / month Β· π¦ 5.5K Β· β±οΈ 16.04.2022):
+- [PyPi](https://pypi.org/project/typed_ast) (π₯ 12M / month Β· π¦ 5.5K Β· β±οΈ 16.04.2022):
```
pip install typed_ast
```
@@ -3263,7 +3232,23 @@ This curated list contains 260 awesome open-source projects with a total of 690K
conda install -c conda-forge typed-ast
```
gast (π₯28 Β· β 120) - Python AST that abstracts the underlying Python version. BSD-3
+astor (π₯28 Β· β 650 Β· π€) - Python AST read/write. BSD-3
+
+- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 31 Β· π 85 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₯ 4.4M / month Β· π¦ 2.1K Β· β±οΈ 10.12.2019):
+ ```
+ pip install astor
+ ```
+- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 1.5M Β· β±οΈ 01.07.2020):
+ ```
+ conda install -c conda-forge astor
+ ```
+gast (π₯26 Β· β 120 Β· π) - Python AST that abstracts the underlying Python version. BSD-3
- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 25 Β· π¦ 84K Β· π 28 - 3% open Β· β±οΈ 24.02.2022):
@@ -3281,7 +3266,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
asteval (π₯24 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 59 - 16% open Β· β±οΈ 07.02.2022):
+- [GitHub](https://github.com/newville/asteval) (π¨βπ» 19 Β· π 32 Β· π 54 - 9% open Β· β±οΈ 07.02.2022):
```
git clone https://github.com/newville/asteval
@@ -3290,7 +3275,7 @@ This curated list contains 260 awesome open-source projects with a total of 690K
```
pip install asteval
```
-- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 170K Β· β±οΈ 27.02.2021):
+- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 170K Β· β±οΈ 29.04.2022):
```
conda install -c conda-forge asteval
```
@@ -3307,12 +3292,12 @@ This curated list contains 260 awesome open-source projects with a total of 690K
pre-commit (π₯39 Β· β 8K) - A framework for managing and maintaining multi-language pre-commit hooks. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 140 Β· π 600 Β· π₯ 54K Β· π¦ 48K Β· π 1.4K - 1% open Β· β±οΈ 25.04.2022):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 140 Β· π 600 Β· π₯ 55K Β· π¦ 48K Β· π 1.4K - 1% open Β· β±οΈ 05.05.2022):
```
git clone https://github.com/pre-commit/pre-commit
```
-- [PyPi](https://pypi.org/project/pre-commit) (π₯ 5.1M / month Β· π¦ 3.1K Β· β±οΈ 03.04.2022):
+- [PyPi](https://pypi.org/project/pre-commit) (π₯ 4.9M / month Β· π¦ 3.2K Β· β±οΈ 05.05.2022):
```
pip install pre-commit
```
diff --git a/history/2022-05-05_changes.md b/history/2022-05-05_changes.md
new file mode 100644
index 0000000..4467a36
--- /dev/null
+++ b/history/2022-05-05_changes.md
@@ -0,0 +1,20 @@
+## π Trending Up
+
+_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
+
+- pytest-cov (π₯35 Β· β 1.2K Β· π) - Coverage plugin for pytest. MIT Apache-2
+- prettytable (π₯29 Β· β 760 Β· π) - Display tabular data in a visually appealing ASCII.. βοΈBSD-1-Clause
+- uiautomator (π₯27 Β· β 1.8K Β· π) - Python wrapper of Android uiautomator test tool. MIT
+- pdoc3 (π₯26 Β· β 830 Β· π) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
+
+## π Trending Down
+
+_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
+
+- parso (π₯30 Β· β 490 Β· π) - A Python Parser. MIT
+- notifiers (π₯26 Β· β 2.2K Β· π) - The easy way to send notifications. MIT
+- gast (π₯26 Β· β 120 Β· π) - Python AST that abstracts the underlying Python version. BSD-3
+- Birdseye (π₯19 Β· β 1.5K Β· π) - Graphical Python debugger which lets you easily view the values of.. MIT
+- linty_fresh (π₯11 Β· β 180 Β· π) - Surface lint errors during code review. Apache-2 mypy
+
diff --git a/history/2022-05-05_projects.csv b/history/2022-05-05_projects.csv
new file mode 100644
index 0000000..b55cd68
--- /dev/null
+++ b/history/2022-05-05_projects.csv
@@ -0,0 +1,261 @@
+,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,open_issue_count,projectrank,show,pypi_id,conda_id,labels,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,github_release_downloads,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,trending,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_dependent_project_count,cargo_monthly_downloads,cargo_total_downloads,updated_github_id,conda_forge
+0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2022-04-28 17:23:05.000,2022-04-28 17:23:04,122.0,12.0,115.0,48.0,82.0,2.0,1515.0,2022-04-28 17:23:08.000,2022.04.28,37.0,8.0,4.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,https://github.com/pawamoy/best-of-mkdocs,https://github.com/pawamoy/best-of-mkdocs,CC-BY-SA-4.0,2022-04-17 07:48:22.000,2022-04-28 20:04:35.000,2022-04-28 20:04:34,55.0,55.0,,1.0,15.0,,13.0,2022-04-21 16:42:54.000,2022.04.21,7.0,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,,https://packaging.python.org/overview/,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,,https://docs.python.org/3/library/unittest.html,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2022-05-03 16:36:15.000,2022-05-03 15:17:47,14457.0,160.0,2019.0,194.0,4578.0,4166.0,8699.0,2022-04-23 14:36:35.000,7.1.2,154.0,781.0,765.0,47,True,pytest,conda-forge/pytest,['pytest'],576491.0,494265.0,https://pypi.org/project/pytest,2022-04-23 14:35:55.000,82226.0,39301834.0,39483934.0,https://anaconda.org/conda-forge/pytest,2022-04-23 18:57:49.689,12747041.0,1.0,,,,,,,,,,,,,,,,,,,,
+5,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2022-05-04 17:07:41.000,2022-05-04 07:39:33,12931.0,187.0,2595.0,298.0,4828.0,5355.0,7950.0,2022-03-07 07:42:43.000,22.0.4,119.0,672.0,956.0,45,True,pip,conda-forge/pip,,91384.0,80793.0,https://pypi.org/project/pip,2022-04-30 13:43:20.000,10591.0,85213466.0,85740622.0,https://anaconda.org/conda-forge/pip,2022-03-07 10:47:21.063,36900939.0,1.0,,,,,,,,,,,,,,,,,,,,
+6,setuptools,pypa/setuptools,build-tools,Official project repository for the Setuptools build system.,,https://github.com/pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2022-05-04 09:34:31.000,2022-04-22 15:12:41,12292.0,606.0,870.0,82.0,1139.0,1562.0,1649.0,2022-04-10 21:28:52.000,62.1.0,488.0,496.0,507.0,45,True,setuptools,conda-forge/setuptools,,200373.0,164140.0,https://pypi.org/project/setuptools,2022-04-10 21:28:38.000,36233.0,187143335.0,187702688.0,https://anaconda.org/conda-forge/setuptools,2022-04-11 07:07:50.472,39154657.0,1.0,124.0,,,,,,,,,,,,,,,,,,,
+7,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2022-05-05 12:36:59.000,2022-05-03 13:08:33,1329.0,65.0,1722.0,218.0,1100.0,1617.0,27178.0,2022-03-28 19:10:42.000,22.3.0,39.0,318.0,333.0,44,True,black,conda-forge/black,,153073.0,145718.0,https://pypi.org/project/black,2022-03-28 19:10:42.000,7355.0,13336085.0,13415239.0,https://anaconda.org/conda-forge/black,2022-03-28 20:31:18.022,3771633.0,1.0,22024.0,,,,,,,,,,,,,,,,,,,
+8,psutil,giampaolo/psutil,profiling,Cross-platform lib for process and system monitoring in Python.,,https://github.com/giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2022-05-01 10:07:38.000,2022-04-15 23:35:41,5769.0,12.0,1203.0,232.0,562.0,1329.0,8354.0,2021-12-29 21:26:19.000,5.9.0,84.0,178.0,210.0,44,True,psutil,conda-forge/psutil,,175072.0,159673.0,https://pypi.org/project/psutil,2021-12-29 21:26:19.000,15399.0,47712318.0,47868379.0,https://anaconda.org/conda-forge/psutil,2022-04-02 04:29:43.874,11392476.0,1.0,,,,,,,,,,,,,,,,,,,,
+9,sphinx,sphinx-doc/sphinx,documentation,Main repository for the Sphinx documentation builder.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2022-05-05 10:46:59.000,2022-05-05 10:46:58,19149.0,318.0,1662.0,137.0,4456.0,4988.0,4574.0,2022-03-27 16:00:39.000,4.5.0,163.0,728.0,1017.0,44,True,sphinx,conda-forge/sphinx,['sphinx'],257899.0,198599.0,https://pypi.org/project/sphinx,2022-03-27 15:56:46.000,59300.0,5846274.0,5920623.0,https://anaconda.org/conda-forge/sphinx,2022-03-27 18:17:56.417,5130125.0,1.0,,,,,,,,,,,,,,,,,,,,
+10,rich,Textualize/rich,logging,Rich is a Python library for rich text and beautiful formatting in the terminal.,,https://github.com/Textualize/rich,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000,2022-05-05 13:33:20.000,2022-05-03 15:32:50,3144.0,425.0,1210.0,526.0,702.0,754.0,37180.0,2022-04-26 15:18:35.000,12.3.0,160.0,166.0,47.0,43,True,rich,conda-forge/rich,,18265.0,16480.0,https://pypi.org/project/rich,2022-04-26 15:17:39.000,1785.0,6681040.0,6719559.0,https://anaconda.org/conda-forge/rich,2022-04-26 19:07:45.791,847426.0,1.0,,,,,,,,,,,,,,,,,,,,
+11,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2022-05-03 03:46:12.000,2022-05-03 03:46:11,7425.0,134.0,1735.0,367.0,1423.0,3222.0,22927.0,2022-05-03 03:46:03.000,2022.5.2,313.0,418.0,441.0,43,True,pipenv,conda-forge/pipenv,,28051.0,26811.0,https://pypi.org/project/pipenv,2022-05-03 03:46:03.000,1240.0,4498993.0,4500591.0,https://anaconda.org/conda-forge/pipenv,2022-01-08 20:44:18.377,49545.0,1.0,,,,,,,,,,,,,,,,,,,,
+12,mypy,python/mypy,linters,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2022-05-05 04:19:03.000,2022-05-04 16:23:25,10228.0,187.0,2148.0,216.0,5081.0,5569.0,13012.0,,,91.0,562.0,2160.0,43,True,mypy,conda-forge/mypy,,78468.0,72546.0,https://pypi.org/project/mypy,2022-04-27 16:46:31.000,5922.0,11041909.0,11074577.0,https://anaconda.org/conda-forge/mypy,2022-03-24 21:49:42.339,1764074.0,1.0,,,,,,,,,,,,,,,,,,,,
+13,tqdm,tqdm/tqdm,logging,"A Fast, Extensible Progress Bar for Python and CLI.",,https://github.com/tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000,2022-05-01 03:26:32.000,2022-04-04 01:25:49,1924.0,30.0,1123.0,202.0,466.0,548.0,21903.0,2022-04-04 17:56:45.000,4.64.0,129.0,112.0,345.0,42,True,tqdm,conda-forge/tqdm,,302022.0,280225.0,https://pypi.org/project/tqdm,2022-04-04 01:48:46.000,21797.0,38879117.0,39037398.0,https://anaconda.org/conda-forge/tqdm,2022-04-04 05:55:15.707,11225752.0,1.0,8704.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2022-04-23 01:48:46.047651,2.0,4018.0,,,,,,,,,,,,,,
+14,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2022-04-20 01:49:28.000,2022-03-31 19:11:35,1645.0,19.0,1974.0,227.0,1012.0,1551.0,14134.0,2022-03-26 19:55:09.000,1.3.0,51.0,215.0,128.0,41,True,mkdocs,conda-forge/mkdocs,['mkdocs'],24552.0,20924.0,https://pypi.org/project/mkdocs,2022-03-26 19:53:18.000,3628.0,894833.0,897190.0,https://anaconda.org/conda-forge/mkdocs,2022-03-31 16:37:37.228,172075.0,1.0,,,,,,,,,,,,,,,,,,,,
+15,mkdocs-material,squidfunk/mkdocs-material,documentation,Documentation that simply works.,,https://github.com/squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2022-05-05 12:20:59.000,2022-05-05 12:19:34,4247.0,220.0,2192.0,92.0,1855.0,1370.0,9545.0,2022-05-02 06:59:15.000,8.2.13,255.0,154.0,8.0,41,True,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],14378.0,13184.0,https://pypi.org/project/mkdocs-material,2022-05-02 06:59:15.000,1194.0,918552.0,921045.0,https://anaconda.org/conda-forge/mkdocs-material,2022-05-02 11:47:48.179,89766.0,1.0,,,,,,,,,,,,,,,,,,,,
+16,robotframework,robotframework/robotframework,testing,Generic automation framework for acceptance testing and RPA.,,https://github.com/robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2022-05-05 13:35:13.000,2022-05-05 13:34:46,13471.0,178.0,1952.0,469.0,551.0,3597.0,6920.0,2022-03-23 16:07:03.000,5.0,86.0,160.0,226.0,40,True,robotframework,conda-forge/robotframework,,6324.0,5294.0,https://pypi.org/project/robotframework,2022-03-23 15:26:22.000,1030.0,1030523.0,1031995.0,https://anaconda.org/conda-forge/robotframework,2022-03-23 20:28:53.531,76308.0,1.0,527.0,,,,,,,,,,,,,,,,,,,
+17,conda,conda/conda,dependency-managers,"OS-agnostic, system-level binary package manager and ecosystem.",,https://github.com/conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2022-05-05 08:36:32.000,2022-05-04 18:55:40,15910.0,87.0,1147.0,193.0,3040.0,6867.0,4650.0,2022-03-08 15:28:04.000,4.12.0,100.0,386.0,1722.0,40,True,conda,conda-forge/conda,,1089.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000,1089.0,56857.0,443578.0,https://anaconda.org/conda-forge/conda,2022-03-16 16:16:20.927,26683769.0,1.0,,,,,,,,,,,,,,,,,,,,
+18,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2022-05-01 18:44:14.000,2022-04-11 20:09:41,532.0,28.0,942.0,156.0,1104.0,1150.0,4153.0,2022-04-11 10:39:05.000,20.14.1,185.0,224.0,69.0,40,True,virtualenv,conda-forge/virtualenv,,17707.0,,https://pypi.org/project/virtualenv,2022-04-11 10:39:05.000,17707.0,28146856.0,28175986.0,https://anaconda.org/conda-forge/virtualenv,2022-04-19 10:22:55.669,1806115.0,2.0,,,,,,,,,,,,,,,,,,,,
+19,pylint,PyCQA/pylint,linters,Its not just a linter that annoys you!.,,https://github.com/PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000,2022-05-05 14:16:13.000,2022-05-05 13:32:29,7042.0,700.0,846.0,72.0,2382.0,3409.0,3952.0,2022-05-02 14:41:20.000,2.13.8,141.0,450.0,751.0,40,True,pylint,conda-forge/pylint,,21131.0,,https://pypi.org/project/pylint,2022-05-02 14:41:20.000,21131.0,10598549.0,10638115.0,https://anaconda.org/conda-forge/pylint,2022-05-03 01:20:35.978,2730089.0,1.0,,,,,,,,,,,,,,,,,,,,
+20,tox,tox-dev/tox,testing,Command line driven CI frontend and development task automation tool.,,https://github.com/tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2022-04-28 15:55:25.000,2022-04-20 09:08:35,2075.0,13.0,412.0,41.0,1007.0,1284.0,2752.0,2022-04-11 09:52:56.000,3.25.0,129.0,258.0,48.0,40,True,tox,conda-forge/tox,['pytest'],78280.0,57655.0,https://pypi.org/project/tox,2022-04-11 09:52:56.000,20625.0,4849209.0,4857035.0,https://anaconda.org/conda-forge/tox,2022-04-11 14:06:18.755,438275.0,1.0,,,,,,,,,,,,,,,,,,,,
+21,poetry,python-poetry/poetry,dependency-managers,Python dependency management and packaging made easy.,,https://github.com/python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2022-05-04 00:52:43.000,2022-05-04 00:52:43,2143.0,107.0,1575.0,176.0,1580.0,2615.0,19573.0,2022-02-10 21:34:42.000,1.1.13,144.0,341.0,1302.0,39,True,poetry,conda-forge/poetry,,130.0,,https://pypi.org/project/poetry,2022-03-17 10:49:30.000,130.0,6202664.0,6447182.0,https://anaconda.org/conda-forge/poetry,2022-04-23 22:29:58.092,404032.0,2.0,11744975.0,,,,,,,,,,,,,,,,,,,
+22,pre-commit,pre-commit/pre-commit,others,A framework for managing and maintaining multi-language pre-commit hooks.,,https://github.com/pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2022-05-05 13:55:20.000,2022-05-05 13:54:43,2221.0,63.0,598.0,77.0,900.0,1428.0,8039.0,2022-05-05 13:57:04.000,2.19.0,168.0,136.0,18.0,39,True,pre-commit,conda-forge/pre-commit,,51384.0,48203.0,https://pypi.org/project/pre-commit,2022-05-05 13:55:13.000,3181.0,4947294.0,4985683.0,https://anaconda.org/conda-forge/pre-commit,2022-04-08 14:26:51.952,1234611.0,1.0,54766.0,,,,,,,,,,,,,,,,,,,
+23,hypothesis,HypothesisWorks/hypothesis,testing,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",,https://github.com/HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2022-05-04 19:21:04.000,2022-05-03 07:24:02,11981.0,295.0,490.0,67.0,2080.0,1201.0,5866.0,2022-05-03 07:24:23.000,hypothesis-python-6.46.2,955.0,276.0,51.0,39,True,hypothesis,conda-forge/hypothesis,,14419.0,12480.0,https://pypi.org/project/hypothesis,2022-05-03 07:24:08.000,1939.0,2599738.0,2678204.0,https://anaconda.org/conda-forge/hypothesis,2022-05-03 10:53:22.931,5492639.0,1.0,,,,,,,,,,,,,,,,,,,,
+24,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2022-04-13 20:03:05.000,2021-12-25 13:08:44,8262.0,,460.0,112.0,554.0,1256.0,5134.0,2021-11-17 00:47:47.000,0.18.1,31.0,149.0,36.0,39,True,jedi,conda-forge/jedi,,204020.0,195761.0,https://pypi.org/project/jedi,2021-11-17 00:47:47.000,8259.0,15090370.0,15221338.0,https://anaconda.org/conda-forge/jedi,2022-04-04 10:29:34.532,8774907.0,1.0,,,,,,,,,,,,,,,,,,,,
+25,flake8,PyCQA/flake8,linters,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script.,,https://github.com/PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2022-05-02 22:08:15.000,2022-05-02 22:08:14,2216.0,35.0,197.0,29.0,216.0,1348.0,1998.0,2021-10-11 12:42:47.000,4.0.1,81.0,161.0,39.0,39,True,flake8,conda-forge/flake8,,292686.0,252168.0,https://pypi.org/project/flake8,2021-10-11 12:42:47.000,40518.0,15643563.0,15700638.0,https://anaconda.org/conda-forge/flake8,2022-03-08 23:13:25.220,4052362.0,1.0,,,,,,,,,,,,,,,,,,,,
+26,pyinstaller,pyinstaller/pyinstaller,packaging,Freeze (package) Python programs into stand-alone executables.,,https://github.com/pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2022-05-04 18:22:24.000,2022-05-04 18:06:22,8361.0,85.0,1788.0,233.0,1935.0,4211.0,9114.0,2022-04-25 18:27:42.000,5.0.1,37.0,427.0,307.0,38,True,pyinstaller,conda-forge/pyinstaller,,156.0,,https://pypi.org/project/pyinstaller,2022-04-25 18:27:42.000,156.0,800161.0,811498.0,https://anaconda.org/conda-forge/pyinstaller,2022-04-27 11:53:30.485,304477.0,1.0,726820.0,,,,,,,,,,,,,,,,,,,
+27,sentry-sdk,getsentry/sentry-python,logging,The official Python SDK for Sentry.io.,,https://github.com/getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000,2022-05-05 13:51:22.000,2022-05-05 13:50:30,1407.0,60.0,283.0,48.0,795.0,518.0,1215.0,2022-05-03 14:18:56.000,1.5.11,147.0,131.0,135.0,38,True,sentry-sdk,conda-forge/sentry-sdk,,21370.0,20387.0,https://pypi.org/project/sentry-sdk,2022-05-03 14:18:43.000,983.0,16939064.0,16942901.0,https://anaconda.org/conda-forge/sentry-sdk,2022-05-03 18:20:05.920,156460.0,1.0,4623.0,,,,,,,,,,,,,,,,,,,
+28,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2022-05-03 06:26:07.000,2022-05-03 06:26:07,4273.0,45.0,1289.0,495.0,528.0,1259.0,20387.0,2022-04-16 07:01:10.000,3.2.5,79.0,154.0,218.0,37,True,glances,conda-forge/glances,,487.0,437.0,https://pypi.org/project/glances,2022-04-10 14:16:00.000,50.0,198873.0,200953.0,https://anaconda.org/conda-forge/glances,2022-04-13 05:53:17.874,153295.0,1.0,757.0,,,,,,,,,,,,,,,,,,,
+29,yapf,google/yapf,formatters,A formatter for Python files.,,https://github.com/google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2022-04-21 19:11:05.000,2022-03-01 23:11:32,1205.0,20.0,852.0,213.0,258.0,395.0,12516.0,2020-04-23 19:07:36.000,0.30.0,68.0,136.0,346.0,37,True,yapf,conda-forge/yapf,,33722.0,31633.0,https://pypi.org/project/yapf,2021-12-26 07:48:00.000,2089.0,1781231.0,1795244.0,https://anaconda.org/conda-forge/yapf,2022-01-06 16:55:17.692,994968.0,2.0,,,,,,,,,,,,,,,,,,,,
+30,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2022-05-04 17:31:21.000,2022-05-04 17:31:16,607.0,23.0,515.0,116.0,64.0,537.0,11649.0,2022-01-29 13:50:01.000,0.6.0,18.0,36.0,121.0,37,True,loguru,conda-forge/loguru,,18912.0,17435.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000,1477.0,3786832.0,3798479.0,https://anaconda.org/conda-forge/loguru,2022-04-08 18:48:43.959,454249.0,2.0,,,,,,,,,,,,,,,,,,,,
+31,isort,PyCQA/isort,formatters,A Python utility / library to sort imports.,,https://github.com/PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2022-05-03 09:39:48.000,2022-01-07 06:54:33,3876.0,,445.0,38.0,843.0,1009.0,4813.0,2021-11-09 05:43:22.000,5.10.1,132.0,254.0,70.0,37,True,isort,conda-forge/isort,,254483.0,240177.0,https://pypi.org/project/isort,2021-11-09 05:42:44.000,14306.0,21010822.0,21054164.0,https://anaconda.org/conda-forge/isort,2021-11-09 08:52:00.919,3033962.0,2.0,,,,,,,,,,,,,,,,,,,,
+32,bandit,PyCQA/bandit,security,Bandit is a tool designed to find common security issues in Python code.,,https://github.com/PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2022-05-04 01:53:29.000,2022-05-04 01:53:28,1257.0,53.0,424.0,62.0,309.0,417.0,4101.0,2022-03-04 07:43:44.000,1.7.4,35.0,150.0,173.0,37,True,bandit,conda-forge/bandit,,14245.0,12761.0,https://pypi.org/project/bandit,2022-03-04 07:43:44.000,1484.0,2441447.0,2444992.0,https://anaconda.org/conda-forge/bandit,2022-04-16 19:08:19.798,127424.0,1.0,277.0,,,,,,,,,,,,,,,,,,,
+33,pip-tools,jazzband/pip-tools,dependency-managers,A set of tools to keep your pinned Python dependencies fresh.,,https://github.com/jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2022-05-02 17:36:40.000,2022-04-06 06:45:03,1701.0,13.0,492.0,101.0,764.0,692.0,5855.0,2022-04-06 07:32:00.000,6.6.0,100.0,164.0,142.0,36,True,pip-tools,conda-forge/pip-tools,,1816.0,,https://pypi.org/project/pip-tools,2022-04-06 07:42:48.000,1816.0,5547897.0,5549113.0,https://anaconda.org/conda-forge/pip-tools,2022-04-06 11:12:40.631,30405.0,2.0,,,,,,,,,,,,,,,,,,,,
+34,buildbot,buildbot/buildbot,build-tools,Python-based continuous integration testing framework; your pull requests are more than welcome!.,,https://github.com/buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2022-05-05 11:10:27.000,2022-04-30 20:53:29,22738.0,279.0,1567.0,204.0,5053.0,766.0,4814.0,2022-03-06 14:20:53.000,3.5.0,118.0,812.0,639.0,36,True,buildbot,conda-forge/buildbot,,732.0,275.0,https://pypi.org/project/buildbot,2022-03-06 14:20:53.000,457.0,57339.0,59403.0,https://anaconda.org/conda-forge/buildbot,2022-03-07 17:00:43.605,52449.0,1.0,24737.0,,,,,,,,,,,,,,,,,,,
+35,pycodestyle,PyCQA/pycodestyle,linters,Simple Python style checker in one Python file.,,https://github.com/PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000,2022-05-02 22:08:08.000,2022-05-02 22:08:02,1285.0,10.0,614.0,121.0,409.0,561.0,4564.0,2021-10-11 00:56:25.000,2.8.0,13.0,131.0,113.0,36,True,pycodestyle,conda-forge/pycodestyle,,223965.0,212727.0,https://pypi.org/project/pycodestyle,2021-10-11 00:56:25.000,11238.0,23874622.0,23933875.0,https://anaconda.org/conda-forge/pycodestyle,2021-10-11 20:03:59.620,4207007.0,1.0,,,,,,,,,,,,,,,,,,,,
+36,rope,python-rope/rope,refactoring,a python refactoring library.,,https://github.com/python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2022-04-28 05:59:17.000,2022-04-28 05:04:35,2377.0,92.0,152.0,25.0,210.0,163.0,1318.0,2022-04-07 16:35:13.000,1.0.0,71.0,69.0,74.0,36,True,rope,conda-forge/rope,,38111.0,36513.0,https://pypi.org/project/rope,2022-04-07 16:35:13.000,1598.0,624632.0,635815.0,https://anaconda.org/conda-forge/rope,2022-04-07 20:07:50.613,682197.0,1.0,,,,,,,,,,,,,,,,,,,,
+37,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000,2022-05-03 20:20:48.000,2022-04-11 21:58:16,544.0,13.0,176.0,27.0,301.0,183.0,386.0,2021-11-18 00:41:06.000,21.3,39.0,78.0,66.0,36,True,packaging,conda-forge/packaging,,378753.0,361908.0,https://pypi.org/project/packaging,2021-11-18 00:39:10.000,16845.0,101714736.0,101920849.0,https://anaconda.org/conda-forge/packaging,2021-11-18 12:50:05.153,14633445.0,1.0,319.0,,,,,,,,,,,,,,,,,,,
+38,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000,2022-04-30 21:32:14.773,2022-04-30 19:12:37,497.0,27.0,6777.0,34.0,219.0,115.0,20113.0,2022-04-30 19:10:27.000,1.3.1,19.0,70.0,62.0,35,True,numpydoc,conda-forge/numpydoc,['sphinx'],36013.0,31659.0,https://pypi.org/project/numpydoc,2022-04-30 19:11:54.000,4354.0,327442.0,343743.0,https://anaconda.org/conda-forge/numpydoc,2022-04-30 21:32:14.773,1043321.0,2.0,,,,,,,,,,,,,,,,,,,,
+39,pyright,Microsoft/pyright,linters,Static type checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2022-05-04 17:17:54.000,2022-05-04 17:17:49,4954.0,404.0,447.0,78.0,387.0,2765.0,7912.0,2022-05-04 06:55:58.000,1.1.244,323.0,76.0,13.0,35,True,,,,255.0,252.0,,,,,260896.0,,,,1.0,,,,,,,pyright,https://www.npmjs.com/package/pyright,2022-05-04 06:52:30.651,3.0,260896.0,,,,,,,,,
+40,autopep8,hhatto/autopep8,formatters,A tool that automatically formats Python code to conform to the PEP 8 style guide.,,https://github.com/hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2022-04-20 13:28:05.000,2022-04-05 11:58:31,2743.0,8.0,267.0,66.0,197.0,341.0,4056.0,2021-10-24 07:01:21.000,1.6.0,68.0,53.0,93.0,35,True,autopep8,conda-forge/autopep8,,121599.0,115992.0,https://pypi.org/project/autopep8,2021-10-24 06:47:35.000,5607.0,2876522.0,2886024.0,https://anaconda.org/conda-forge/autopep8,2021-10-26 17:07:50.178,674691.0,3.0,,,,,,,,,,,,,,,,,,,,
+41,invoke,pyinvoke/invoke,build-tools,Pythonic task management & command execution.,,https://github.com/pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2022-04-24 18:43:37.000,2022-03-25 23:08:27,3554.0,29.0,310.0,96.0,214.0,371.0,3576.0,2022-03-19 00:18:35.000,1.7.0,55.0,57.0,339.0,35,True,invoke,conda-forge/invoke,,14215.0,11611.0,https://pypi.org/project/invoke,2022-03-19 00:18:35.000,2604.0,2623285.0,2631023.0,https://anaconda.org/conda-forge/invoke,2022-03-19 12:11:58.249,564918.0,2.0,,,,,,,,,,,,,,,,,,,,
+42,wemake-python-styleguide,wemake-services/wemake-python-styleguide,linters,The strictest and most opinionated python linter ever!.,,https://github.com/wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2022-05-02 22:04:15.000,2022-05-02 22:04:15,2051.0,53.0,326.0,24.0,1401.0,924.0,1861.0,2022-03-11 19:01:02.000,0.16.1,54.0,166.0,85.0,35,True,wemake-python-styleguide,,,1325.0,1300.0,https://pypi.org/project/wemake-python-styleguide,2022-03-11 18:59:38.000,25.0,123238.0,123238.0,,,,1.0,,,,,,,,,,,,,,,,,,,,
+43,twine,pypa/twine,build-tools,Utilities for interacting with PyPI.,,https://github.com/pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2022-04-21 23:59:46.000,2022-04-21 23:59:46,1038.0,16.0,261.0,29.0,482.0,369.0,1261.0,2022-04-02 09:26:32.000,4.0.0,49.0,105.0,36.0,35,True,twine,conda-forge/twine,,74737.0,62421.0,https://pypi.org/project/twine,2022-03-31 12:51:28.000,12316.0,2847774.0,2854228.0,https://anaconda.org/conda-forge/twine,2022-03-31 17:08:56.609,445334.0,2.0,,,,,,,,,,,,,,,,,,,,
+44,pytest-cov,pytest-dev/pytest-cov,testing,Coverage plugin for pytest.,,https://github.com/pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2022-04-11 21:28:51.000,2022-02-02 17:53:26,870.0,,168.0,34.0,211.0,211.0,1233.0,2021-10-04 01:48:57.000,3.0.0,43.0,74.0,111.0,35,True,pytest-cov,conda-forge/pytest-cov,['pytest'],154454.0,126040.0,https://pypi.org/project/pytest-cov,2021-10-04 01:48:57.000,28414.0,13706195.0,13775256.0,https://anaconda.org/conda-forge/pytest-cov,2021-10-04 14:17:04.977,5110515.0,1.0,,,,,,,,,,,,1.0,,,,,,,,
+45,pyflakes,PyCQA/pyflakes,linters,A simple program which checks Python source files for errors.,,https://github.com/PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2022-03-25 15:05:49.000,2022-03-25 15:05:29,521.0,3.0,158.0,27.0,254.0,375.0,1130.0,2021-10-06 20:39:49.000,2.4.0,33.0,80.0,84.0,35,True,pyflakes,conda-forge/pyflakes,,143966.0,130380.0,https://pypi.org/project/pyflakes,2021-10-06 20:39:49.000,13586.0,16016248.0,16073084.0,https://anaconda.org/conda-forge/pyflakes,2021-10-07 19:30:05.408,4035419.0,1.0,,,,,,,,,,,,,,,,,,,,
+46,sphinx_rtd_theme,readthedocs/sphinx_rtd_theme,documentation,Sphinx theme for readthedocs.org.,,https://github.com/readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2022-04-28 17:39:04.000,2022-04-28 17:39:04,1348.0,1.0,1668.0,155.0,589.0,543.0,4066.0,2018-10-05 13:20:49.000,0.4.2,23.0,109.0,214.0,34,True,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],11947.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000,11931.0,2194462.0,2228041.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-09-17 07:30:33.268,2316961.0,2.0,,,,,,,,,,,,,,,,,,,,
+47,freezegun,spulec/freezegun,testing,Let your Python tests travel through time.,,https://github.com/spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2022-03-18 11:36:36.297,2022-03-18 09:05:17,550.0,8.0,223.0,32.0,197.0,170.0,3255.0,2022-03-18 09:06:37.000,1.2.1,58.0,100.0,102.0,34,True,freezegun,conda-forge/freezegun,,4447.0,,https://pypi.org/project/freezegun,2022-03-18 09:06:37.000,4447.0,4935908.0,4940737.0,https://anaconda.org/conda-forge/freezegun,2022-03-18 11:36:36.297,357362.0,2.0,,,,,,,,,,,,,,,,,,,,
+48,structlog,hynek/structlog,logging,Structured Logging for Python.,,https://github.com/hynek/structlog,https://github.com/hynek/structlog,Apache-2.0,2013-08-13 15:55:58.000,2022-05-02 17:42:49.000,2022-05-02 17:42:48,1028.0,23.0,156.0,32.0,196.0,191.0,1986.0,2021-12-16 12:54:47.000,21.5.0,27.0,89.0,27.0,34,True,structlog,conda-forge/structlog,,899.0,,https://pypi.org/project/structlog,2021-12-16 12:48:09.000,899.0,3800660.0,3803311.0,https://anaconda.org/conda-forge/structlog,2022-01-06 16:55:04.638,185616.0,2.0,,,,,,,,,,,,,,,,,,,,
+49,pytest-mock,pytest-dev/pytest-mock,testing,Thin-wrapper around the mock package for easier use with pytest.,,https://github.com/pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2022-05-04 12:18:06.000,2022-05-04 12:18:05,480.0,20.0,101.0,35.0,174.0,102.0,1347.0,2022-01-28 11:41:08.000,3.7.0,53.0,55.0,14.0,34,True,pytest-mock,conda-forge/pytest-mock,['pytest'],30310.0,26138.0,https://pypi.org/project/pytest-mock,2022-01-28 11:25:58.000,4172.0,5895025.0,5915934.0,https://anaconda.org/conda-forge/pytest-mock,2022-04-22 11:27:41.799,1463671.0,2.0,,,,,,,,,,,,,,,,,,,,
+50,python-json-logger,madzak/python-json-logger,logging,Json Formatter for the standard python logger.,,https://github.com/madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2022-04-01 09:27:58.000,2022-02-06 17:21:56,216.0,17.0,175.0,23.0,63.0,47.0,1250.0,2021-07-27 23:09:33.000,2.0.2,22.0,50.0,30.0,34,True,python-json-logger,conda-forge/python-json-logger,,25840.0,25151.0,https://pypi.org/project/python-json-logger,2021-07-27 23:09:33.000,689.0,6020873.0,6039839.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855,1156984.0,2.0,,,,,,,,,,,,,,,,,,,,
+51,pytest-xdist,pytest-dev/pytest-xdist,testing,pytest plugin for distributed testing and loop-on-failures testing modes.,,https://github.com/pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2022-05-04 12:21:40.000,2022-05-04 12:21:39,991.0,23.0,158.0,47.0,304.0,260.0,886.0,2021-12-10 11:41:55.000,2.5.0,58.0,81.0,209.0,34,True,pytest-xdist,conda-forge/pytest-xdist,['pytest'],4513.0,,https://pypi.org/project/pytest-xdist,2021-12-10 11:41:55.000,4513.0,5908772.0,5946757.0,https://anaconda.org/conda-forge/pytest-xdist,2021-12-10 14:46:36.827,2659010.0,2.0,,,,,,,,,,,,,,,,,,,,
+52,wheel,pypa/wheel,build-tools,The official binary distribution format for Python.,,https://github.com/pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580,2022-04-11 19:27:45.000,2022-04-11 19:27:44,785.0,3.0,103.0,24.0,115.0,303.0,319.0,2021-12-22 12:22:00.000,0.37.1,66.0,64.0,35.0,34,True,wheel,conda-forge/wheel,,34659.0,,https://pypi.org/project/wheel,2021-12-22 12:22:00.000,34659.0,110134841.0,110571876.0,https://anaconda.org/conda-forge/wheel,2021-12-22 18:22:48.622,30592459.0,2.0,,,,,,,,,,,,,,,,,,,,
+53,pyautogui,asweigart/pyautogui,testing,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,,https://github.com/asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2022-04-23 08:38:53.000,2021-09-14 17:41:07,402.0,,867.0,171.0,135.0,206.0,6564.0,2021-07-07 17:05:04.000,0.9.53,50.0,51.0,373.0,33,True,pyautogui,conda-forge/pyautogui,,15014.0,14446.0,https://pypi.org/project/pyautogui,2021-07-07 17:05:04.000,568.0,442077.0,444788.0,https://anaconda.org/conda-forge/pyautogui,2021-11-11 10:15:02.687,146425.0,2.0,,,,,,,,,,,,,,,,,,,,
+54,pyre-check,facebook/pyre-check,linters,Performant type-checking for python.,,https://github.com/facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2022-05-05 08:33:43.000,2022-05-04 22:52:17,11407.0,516.0,380.0,101.0,281.0,220.0,5888.0,2022-04-23 04:20:22.000,0.9.13,71.0,197.0,95.0,33,True,pyre-check,,,32.0,,https://pypi.org/project/pyre-check,2022-04-23 04:20:22.000,32.0,39229.0,39229.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+55,pytype,google/pytype,linters,A static type analyzer for Python code.,,https://github.com/google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2022-05-02 23:12:01.000,2022-05-02 23:11:58,5266.0,210.0,240.0,58.0,679.0,422.0,3718.0,2022-04-26 21:18:13.000,2022.4.26,135.0,73.0,98.0,33,True,pytype,conda-forge/pytype,,95.0,,https://pypi.org/project/pytype,2022-04-26 21:18:13.000,95.0,136517.0,139484.0,https://anaconda.org/conda-forge/pytype,2022-04-27 07:10:14.481,71218.0,2.0,,,,,,,,,,,,,,,,,,,,
+56,doit,pydoit/doit,build-tools,task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2022-05-04 09:18:06.000,2022-05-04 09:17:49,1458.0,38.0,150.0,50.0,155.0,208.0,1361.0,2022-04-22 15:33:23.000,0.36.0,48.0,63.0,64.0,33,True,doit,conda-forge/doit,,1215.0,934.0,https://pypi.org/project/doit,2022-04-22 15:33:23.000,281.0,324345.0,326035.0,https://anaconda.org/conda-forge/doit,2022-04-22 16:36:58.774,89598.0,2.0,,,,,,,,,,,,,,,,,,,,
+57,nose,nose-devs/nose,testing,nose is nicer testing for python.,,https://github.com/nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2021-10-25 05:23:45.000,2016-03-04 01:16:26,1004.0,,366.0,47.0,261.0,462.0,1348.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,447.0,33,False,nose,conda-forge/nose,,169266.0,124707.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,44559.0,5483389.0,5513294.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,2153171.0,2.0,,,,,,,,,,,,,,,,,,,,
+58,tabulate,astanin/python-tabulate,logging,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",,https://github.com/astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2022-04-14 21:10:25.000,2022-01-07 13:26:45,504.0,,102.0,17.0,58.0,60.0,1217.0,2021-02-22 07:34:12.000,0.8.9,25.0,68.0,60.0,33,True,tabulate,conda-forge/tabulate,,79329.0,73006.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000,6323.0,34400627.0,34431115.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132,2195160.0,2.0,,,,,,,,,,,,,,,,,,,,
+59,breathe,michaeljones/breathe,documentation,ReStructuredText and Sphinx bridge to Doxygen.,,https://github.com/michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2022-04-25 06:56:18.000,2022-03-03 16:12:27,1695.0,67.0,157.0,17.0,325.0,379.0,596.0,2022-02-14 17:11:39.000,4.33.1,63.0,101.0,126.0,33,True,breathe,conda-forge/breathe,,7526.0,6498.0,https://pypi.org/project/breathe,2022-02-14 17:11:07.000,1028.0,236489.0,240975.0,https://anaconda.org/conda-forge/breathe,2022-02-14 04:05:23.893,299129.0,2.0,292.0,,,,,,,,,,,,,,,,,,,
+60,setuptools_scm,pypa/setuptools_scm,build-tools,the blessed package to manage your versions by scm tags.,,https://github.com/pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2022-05-02 18:29:33.000,2022-04-15 15:24:02,1279.0,30.0,156.0,22.0,315.0,313.0,567.0,2022-01-19 10:32:28.000,6.4.2,47.0,102.0,83.0,33,True,setuptools_scm,conda-forge/setuptools_scm,,380.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000,380.0,13953037.0,13966081.0,https://anaconda.org/conda-forge/setuptools_scm,2022-01-19 14:29:46.963,965307.0,2.0,,,,,,,,,,,,,,,,,,,,
+61,Nuitka,Nuitka/Nuitka,packaging,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,..",,https://github.com/Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2022-05-04 01:26:17.000,2022-04-30 06:36:56,9139.0,248.0,375.0,118.0,225.0,1089.0,6695.0,2022-04-03 07:36:55.000,0.7.7,188.0,113.0,226.0,32,True,nuitka,conda-forge/nuitka,,36.0,,https://pypi.org/project/nuitka,2022-04-03 07:36:55.000,36.0,30580.0,35178.0,https://anaconda.org/conda-forge/nuitka,2022-04-03 11:53:07.524,335710.0,2.0,,,,,,,,,,,,,,,,,,,,
+62,playwright-python,microsoft/playwright-python,testing,Python version of the Playwright testing and automation library.,,https://github.com/microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2022-05-03 18:40:13.000,2022-05-03 18:40:12,504.0,34.0,562.0,106.0,549.0,613.0,6213.0,2022-04-13 20:13:33.000,1.21.0,75.0,24.0,32.0,32,True,playwright,,,1167.0,1109.0,https://pypi.org/project/playwright,2022-04-13 20:13:33.000,58.0,296442.0,296442.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+63,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2022-04-28 16:09:35.000,2022-04-13 05:48:29,1159.0,5.0,196.0,46.0,227.0,152.0,2381.0,2022-03-12 19:52:37.000,2022.1.1,74.0,83.0,142.0,32,True,pudb,conda-forge/pudb,,3802.0,3067.0,https://pypi.org/project/pudb,2022-03-12 19:52:37.000,735.0,178211.0,179955.0,https://anaconda.org/conda-forge/pudb,2022-01-11 21:31:34.620,122080.0,1.0,,,,,,,,,,,,,,,,,,,,
+64,pex,pantsbuild/pex,packaging,A library and tool for generating .pex (Python EXecutable) files.,,https://github.com/pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2022-05-05 02:52:28.000,2022-05-05 02:28:59,1130.0,89.0,221.0,55.0,892.0,709.0,2080.0,2022-05-05 02:52:44.000,2.1.85,172.0,104.0,148.0,32,True,pex,,,132.0,,https://pypi.org/project/pex,2022-05-05 02:52:28.000,132.0,318434.0,339197.0,,,,2.0,789020.0,,,,,,,,,,,,,,,,,,,
+65,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2022-05-05 13:57:21.000,2022-05-05 01:00:46,7879.0,155.0,255.0,57.0,831.0,2682.0,1404.0,2022-02-15 17:54:05.000,4.3.0,14.0,141.0,655.0,32,True,scons,conda-forge/scons,,37.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000,37.0,206658.0,211192.0,https://anaconda.org/conda-forge/scons,2021-11-17 22:33:26.201,280444.0,3.0,429.0,,,,,,,,,,,,,,,,,,,
+66,pytest-asyncio,pytest-dev/pytest-asyncio,testing,Pytest support for asyncio.,,https://github.com/pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2022-05-02 18:46:45.000,2022-05-02 18:46:44,272.0,37.0,100.0,38.0,148.0,175.0,934.0,2022-03-25 09:44:00.000,0.18.3,31.0,37.0,31.0,32,True,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],1904.0,,https://pypi.org/project/pytest-asyncio,2022-03-25 09:43:57.000,1904.0,3789558.0,3805274.0,https://anaconda.org/conda-forge/pytest-asyncio,2022-03-25 14:39:13.787,942635.0,2.0,26.0,,,,,,,,,,,,,,,,,,,
+67,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2022-04-14 20:38:25.000,2022-04-05 09:33:19,724.0,5.0,162.0,22.0,299.0,207.0,886.0,2021-05-17 20:37:45.000,6.1.1,17.0,81.0,83.0,32,True,pydocstyle,conda-forge/pydocstyle,,28256.0,25861.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000,2395.0,2116274.0,2125333.0,https://anaconda.org/conda-forge/pydocstyle,2021-05-18 22:35:13.379,634143.0,2.0,56.0,,,,,,,,,,,,,,,,,,,
+68,progressbar2,WoLpH/python-progressbar,logging,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,,https://github.com/WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2022-02-01 19:09:44.843,2022-01-05 13:41:29,905.0,,100.0,21.0,63.0,189.0,764.0,2022-01-05 13:43:27.000,4.0.0,99.0,40.0,14.0,32,True,progressbar2,conda-forge/progressbar2,,18234.0,16748.0,https://pypi.org/project/progressbar2,2022-01-05 13:41:41.000,1486.0,8537279.0,8543956.0,https://anaconda.org/conda-forge/progressbar2,2022-02-01 19:09:44.843,445476.0,2.0,1672.0,,,,,,,,,,,,,,,,,,,
+69,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000,2022-04-26 15:22:13.000,2022-04-18 15:55:29,1042.0,26.0,136.0,24.0,263.0,205.0,706.0,2022-02-13 00:26:17.000,0.11.0,27.0,73.0,49.0,32,True,nose2,conda-forge/nose2,,5833.0,4756.0,https://pypi.org/project/nose2,2022-02-13 00:26:17.000,1077.0,447220.0,448267.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,50302.0,2.0,,,,,,,,,,,,,,,,,,,,
+70,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2022-05-04 01:28:44.000,2022-05-04 01:28:35,2838.0,38.0,2423.0,380.0,806.0,1421.0,27061.0,2022-05-04 00:38:51.000,2.3.0,56.0,365.0,50.0,31,True,pyenv,,,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,7464.0,7464.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+71,sqlmap,sqlmapproject/sqlmap,security,Automatic SQL injection and database takeover tool.,,https://github.com/sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2022-05-04 16:15:01.000,2022-05-04 16:14:43,9939.0,42.0,4621.0,1055.0,316.0,4628.0,23349.0,2022-04-04 22:12:22.000,1.6.4,79.0,115.0,51.0,31,True,sqlmap,,,6.0,,https://pypi.org/project/sqlmap,2022-05-04 16:14:55.000,6.0,6620.0,6620.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+72,PySnooper,cool-RR/PySnooper,debugging,Never use print for debugging again.,,https://github.com/cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2022-04-04 02:05:04.609,2022-04-02 15:07:32,305.0,3.0,918.0,233.0,111.0,96.0,15008.0,2022-04-02 15:00:56.000,1.1.1,57.0,27.0,19.0,31,True,pysnooper,conda-forge/pysnooper,,697.0,649.0,https://pypi.org/project/pysnooper,2022-04-02 15:00:56.000,48.0,151847.0,153088.0,https://anaconda.org/conda-forge/pysnooper,2022-04-04 02:05:04.609,44691.0,1.0,,,,,,,,,,,,,,,,,,,,
+73,pipreqs,bndr/pipreqs,dependency-managers,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,,https://github.com/bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2022-04-10 09:49:37.000,2021-10-23 09:17:21,311.0,,288.0,60.0,120.0,93.0,4215.0,2021-12-15 16:10:13.225,0.1.0,40.0,51.0,111.0,31,True,pipreqs,conda-forge/pipreqs,,10638.0,10310.0,https://pypi.org/project/pipreqs,2021-10-23 09:15:35.000,328.0,252635.0,252999.0,https://anaconda.org/conda-forge/pipreqs,2022-04-08 21:43:21.706,24779.0,2.0,,,,,,,,,,,,,,,,,,,,
+74,mimesis,lk-geimfari/mimesis,testing,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2022-05-05 10:15:37.000,2022-05-05 10:13:51,2202.0,34.0,290.0,66.0,880.0,299.0,3588.0,2022-01-25 20:45:06.000,5.3.0,34.0,111.0,6.0,31,True,mimesis,conda-forge/mimesis,,61.0,,https://pypi.org/project/mimesis,2022-01-25 20:45:06.000,61.0,143606.0,144154.0,https://anaconda.org/conda-forge/mimesis,2022-05-04 06:43:10.611,11968.0,2.0,290.0,,,,,,,,,,,,,,,,,,,
+75,prospector,PyCQA/prospector,code-metrics,"Inspects Python source files and provides information about type and location of classes, methods etc.",,https://github.com/PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000,2022-05-04 14:47:28.000,2022-05-04 14:47:24,1233.0,79.0,148.0,33.0,197.0,276.0,1630.0,2022-03-09 20:13:02.000,1.7.7,114.0,78.0,34.0,31,True,prospector,conda-forge/prospector,,668.0,,https://pypi.org/project/prospector,2022-03-18 13:16:26.000,668.0,207201.0,207611.0,https://anaconda.org/conda-forge/prospector,2022-03-10 06:36:03.674,28344.0,1.0,,,,,,,,,,,,,,,,,,,,
+76,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2022-03-30 15:57:10.000,2021-12-30 16:31:44,354.0,,133.0,27.0,74.0,115.0,1539.0,2021-06-02 11:43:46.000,0.13.9,41.0,49.0,60.0,31,True,ipdb,conda-forge/ipdb,,40853.0,32128.0,https://pypi.org/project/ipdb,2021-06-02 11:43:46.000,8725.0,2969713.0,2973284.0,https://anaconda.org/conda-forge/ipdb,2021-06-24 04:21:01.798,250027.0,1.0,,,,,,,,,,,,,,,,,,,,
+77,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2021-12-31 17:49:47.000,2019-10-16 17:48:40,1195.0,,157.0,36.0,148.0,125.0,1419.0,2019-10-16 18:14:55.000,1.5.3,41.0,76.0,56.0,31,False,logbook,conda-forge/logbook,,4329.0,3146.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000,1183.0,1974296.0,1975947.0,https://anaconda.org/conda-forge/logbook,2021-11-19 00:37:39.705,62643.0,2.0,280.0,,,,,,,,,,,,,,,,,,,
+78,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2022-05-05 08:38:54.000,2022-05-05 08:38:54,764.0,82.0,137.0,24.0,146.0,239.0,1218.0,2022-05-04 12:12:54.000,11.2.0,85.0,36.0,5.0,31,True,pdoc,,,838.0,643.0,https://pypi.org/project/pdoc,2022-05-04 12:12:54.000,195.0,105074.0,105074.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+79,pylint-django,PyCQA/pylint-django,linters,Pylint plugin for improving code analysis for when using Django.,,https://github.com/PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2022-04-12 08:30:32.000,2022-04-12 08:30:29,619.0,19.0,108.0,17.0,167.0,159.0,509.0,2022-03-26 22:16:11.000,2.5.3,53.0,64.0,38.0,31,True,pylint-django,conda-forge/pylint-django,['pylint'],18660.0,17495.0,https://pypi.org/project/pylint-django,2022-03-25 16:09:23.000,1165.0,725851.0,727174.0,https://anaconda.org/conda-forge/pylint-django,2022-04-07 12:02:14.331,90920.0,2.0,212.0,,,,,,,,,,,,,,,,,,,
+80,Scalene,plasma-umass/scalene,profiling,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",,https://github.com/plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2022-04-29 20:48:31.000,2022-04-29 20:45:39,2424.0,166.0,204.0,62.0,166.0,152.0,5612.0,2022-04-29 20:46:28.000,1.5.8,127.0,30.0,56.0,30,True,scalene,,,101.0,98.0,https://pypi.org/project/scalene,2022-04-29 20:48:31.000,3.0,7238.0,7238.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+81,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2022-04-12 16:47:57.000,2022-04-12 16:47:57,667.0,11.0,345.0,73.0,142.0,109.0,3403.0,2018-08-16 03:16:49.000,0.54.0,52.0,96.0,115.0,30,True,memory_profiler,conda-forge/memory_profiler,,268.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,268.0,530258.0,532654.0,https://anaconda.org/conda-forge/memory_profiler,2021-12-19 14:16:49.287,172577.0,2.0,,,,,,,,,,,,,,,,,,,,
+82,factory_boy,FactoryBoy/factory_boy,testing,A test fixtures replacement for Python.,,https://github.com/FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2022-04-28 12:48:53.000,2022-02-16 10:07:43,894.0,2.0,333.0,38.0,410.0,356.0,2817.0,2018-05-05 15:05:40.000,2.11.1,36.0,118.0,157.0,30,True,factory_boy,conda-forge/factory_boy,,2143.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000,2143.0,1914948.0,1916353.0,https://anaconda.org/conda-forge/factory_boy,2021-10-26 21:47:41.376,95584.0,2.0,,,,,,,,,,,,,,,,,,,,
+83,detect-secrets,Yelp/detect-secrets,security,An enterprise friendly way of detecting and preventing secrets in code.,,https://github.com/Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000,2022-04-28 15:12:01.000,2022-04-13 20:02:05,1154.0,35.0,270.0,49.0,310.0,163.0,2283.0,2022-02-16 22:16:52.000,1.2.0,35.0,58.0,89.0,30,True,detect-secrets,,,23.0,,https://pypi.org/project/detect-secrets,2022-02-16 21:40:39.000,23.0,383602.0,383602.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+84,flit,pypa/flit,build-tools,Simplified packaging of Python modules.,,https://github.com/pypa/flit,https://github.com/pypa/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2022-04-26 17:44:56.000,2022-02-23 11:35:47,1064.0,22.0,93.0,31.0,229.0,214.0,1725.0,2022-02-23 11:36:30.000,3.7.1,46.0,51.0,113.0,30,True,flit,conda-forge/flit,,232.0,,https://pypi.org/project/flit,2022-02-23 11:36:30.000,232.0,149816.0,151539.0,https://anaconda.org/conda-forge/flit,2022-02-23 15:12:56.087,108581.0,3.0,,,,,,,,,,,,,,,,,,,,
+85,pyarmor,dashingsoft/pyarmor,security,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",,https://github.com/dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2022-04-30 02:41:56.000,2022-04-30 02:28:14,3404.0,24.0,168.0,39.0,26.0,707.0,1452.0,2022-04-30 02:41:29.000,7.4.3,249.0,20.0,13.0,30,False,pyarmor,,,421.0,408.0,https://pypi.org/project/pyarmor,2022-04-30 02:41:56.000,13.0,82249.0,82249.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+86,safety,pyupio/safety,security,Safety checks your installed dependencies for known security vulnerabilities.,,https://github.com/pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2022-05-01 18:09:24.000,2021-04-28 19:57:23,372.0,,107.0,29.0,238.0,80.0,1254.0,2021-01-15 19:34:46.000,1.10.3,38.0,35.0,48.0,30,False,safety,conda-forge/safety,,4479.0,4157.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000,322.0,924331.0,930884.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958,29475.0,2.0,149114.0,,,,,,,,,,,,,,,,,,,
+87,pytest-bdd,pytest-dev/pytest-bdd,testing,BDD library for the py.test runner.,,https://github.com/pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2022-05-01 13:21:11.000,2022-05-01 13:21:11,768.0,58.0,166.0,52.0,255.0,157.0,1000.0,2021-10-25 16:25:47.000,5.0.0,91.0,46.0,133.0,30,True,pytest-bdd,conda-forge/pytest-bdd,['pytest'],169.0,,https://pypi.org/project/pytest-bdd,2021-10-25 16:25:47.000,169.0,481036.0,482309.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,45853.0,2.0,,,,,,,,,,,,,,,,,,,,
+88,colorlog,borntyping/python-colorlog,logging,A colored formatter for the python logging module.,,https://github.com/borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2022-04-07 22:13:23.414,2021-11-08 16:54:56,224.0,,76.0,10.0,43.0,71.0,749.0,2021-11-08 16:58:17.000,6.6.0,63.0,30.0,,30,True,colorlog,conda-forge/colorlog,,17602.0,15235.0,https://pypi.org/project/colorlog,2021-11-08 16:56:43.000,2367.0,7113479.0,7124695.0,https://anaconda.org/conda-forge/colorlog,2022-04-07 22:13:23.414,818806.0,3.0,,,,,,,,,,,,,,,,,,,,
+89,flake8-bugbear,PyCQA/flake8-bugbear,linters,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in..,,https://github.com/PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2022-05-02 13:57:53.000,2022-05-02 13:57:53,214.0,20.0,60.0,8.0,124.0,94.0,728.0,2022-04-25 14:31:59.000,22.4.25,42.0,54.0,40.0,30,True,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],9038.0,8121.0,https://pypi.org/project/flake8-bugbear,2022-04-25 14:31:59.000,917.0,1391974.0,1409109.0,https://anaconda.org/conda-forge/flake8-bugbear,2022-04-26 19:18:58.597,565465.0,2.0,,,,,,,,,,,,,,,,,,,,
+90,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",,https://github.com/bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2022-01-20 22:19:06.000,2021-09-24 20:53:41,351.0,,177.0,20.0,78.0,54.0,640.0,2018-10-03 01:39:17.000,0.7.12,25.0,28.0,85.0,30,True,alabaster,conda-forge/alabaster,['sphinx'],70790.0,63127.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000,7663.0,4822473.0,4878252.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017,3904599.0,2.0,,,,,,,,,,,,,,,,,,,,
+91,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000,2022-04-11 22:50:14.000,2022-03-28 20:52:15,582.0,10.0,93.0,21.0,135.0,51.0,622.0,2021-12-12 20:12:38.000,2.0.3,23.0,38.0,19.0,30,True,pyhamcrest,conda-forge/pyhamcrest,,1812.0,,https://pypi.org/project/pyhamcrest,2021-12-12 20:12:38.000,1812.0,1077031.0,1082466.0,https://anaconda.org/conda-forge/pyhamcrest,2021-12-13 10:31:09.148,391325.0,2.0,,,,,,,,,,,,,,,,,,,,
+92,buildout,buildout/buildout,build-tools,Buildout is a deployment automation tool written in and extended with Python.,,https://github.com/buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2022-04-07 19:19:38.000,2022-04-07 19:13:16,1669.0,19.0,172.0,54.0,264.0,221.0,534.0,2021-11-25 21:08:56.000,2.13.6,119.0,90.0,134.0,30,False,zc.buildout,conda-forge/zc.buildout,,1067.0,,https://pypi.org/project/zc.buildout,2022-04-07 19:12:49.000,1067.0,90849.0,91511.0,https://anaconda.org/conda-forge/zc.buildout,2022-03-31 09:12:41.632,5300.0,3.0,,,,,,,,,,,,,,,,,,,,
+93,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2022-02-14 23:25:40.000,2022-02-14 23:25:40,1098.0,2.0,83.0,19.0,100.0,97.0,492.0,2021-11-30 21:05:47.000,0.8.3,26.0,44.0,7.0,30,True,parso,conda-forge/parso,,200344.0,194441.0,https://pypi.org/project/parso,2021-11-30 21:05:47.000,5903.0,14280909.0,14419229.0,https://anaconda.org/conda-forge/parso,2021-12-01 05:04:36.494,7330968.0,2.0,,,,,,,,,,,,-2.0,,,,,,,,
+94,pytest-html,pytest-dev/pytest-html,testing,Plugin for generating HTML reports for pytest results.,,https://github.com/pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2022-05-02 20:47:28.000,2022-04-21 23:06:03,384.0,2.0,181.0,20.0,231.0,185.0,487.0,2020-12-13 15:24:58.000,3.1.1,44.0,43.0,103.0,30,True,pytest-html,conda-forge/pytest-html,['pytest'],20997.0,20326.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000,671.0,2014703.0,2018460.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698,225477.0,2.0,,,,,,,,,,,,,,,,,,,,
+95,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2022-03-20 10:23:22.000,2022-01-24 01:11:19,143.0,,44.0,15.0,54.0,36.0,476.0,2022-01-24 01:14:49.000,0.7.0,13.0,21.0,8.0,30,True,mccabe,conda-forge/mccabe,,281054.0,265214.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,15840.0,21910278.0,21971915.0,https://anaconda.org/conda-forge/mccabe,2022-01-24 18:42:20.668,4376283.0,2.0,,,,,,,,,,,,,,,,,,,,
+96,coveralls-python,TheKevJames/coveralls-python,testing,Show coverage stats online via coveralls.io.,,https://github.com/TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2022-03-15 15:18:24.000,2022-03-15 15:18:23,447.0,3.0,185.0,6.0,194.0,144.0,468.0,2021-11-11 21:00:03.000,3.3.1,42.0,63.0,6.0,30,True,coveralls,conda-forge/coveralls,['pytest'],30706.0,21554.0,https://pypi.org/project/coveralls,2021-11-11 21:00:03.000,9152.0,584559.0,594882.0,https://anaconda.org/conda-forge/coveralls,2021-11-12 20:59:06.844,660674.0,2.0,,,,,,,,,,,,,,,,,,,,
+97,typed_ast,python/typed_ast,ast,Modified fork of CPythons ast module that parses `# type:` comments.,,https://github.com/python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2022-04-30 05:49:00.000,2022-04-30 05:49:00,197.0,3.0,52.0,18.0,100.0,84.0,208.0,2022-04-16 00:30:25.000,1.5.3,33.0,25.0,3.0,30,True,typed_ast,conda-forge/typed-ast,,5483.0,,https://pypi.org/project/typed_ast,2022-04-16 00:30:25.000,5483.0,12386987.0,12465697.0,https://anaconda.org/conda-forge/typed-ast,2022-04-17 18:24:59.999,4329077.0,1.0,,,,,,,,,,,,1.0,,,,,,,,
+98,py-spy,benfred/py-spy,profiling,Sampling profiler for Python programs.,,https://github.com/benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2022-05-05 10:48:27.000,2022-05-03 00:25:18,438.0,3.0,306.0,105.0,244.0,167.0,8423.0,2021-11-13 01:56:30.544,0.3.11,35.0,29.0,83.0,29,True,py-spy,conda-forge/py-spy,,39.0,,https://pypi.org/project/py-spy,2022-05-03 04:24:35.000,38.0,762667.0,773644.3333333334,https://anaconda.org/conda-forge/py-spy,2021-12-18 07:06:29.610,304631.0,2.0,8488.0,,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2021-11-13 01:56:30.544,1.0,902.3333333333334,398219.0,,
+99,line_profiler,pyutils/line_profiler,profiling,Line-by-line profiling for Python.,,https://github.com/pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151,2022-04-28 15:52:46.000,2022-04-15 14:41:46,206.0,25.0,250.0,13.0,87.0,31.0,3527.0,2022-04-01 07:23:08.000,3.5.1,9.0,31.0,26.0,29,True,line_profiler,conda-forge/line_profiler,,353.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000,353.0,127213.0,130525.0,https://anaconda.org/conda-forge/line_profiler,2022-03-22 11:06:35.902,238525.0,2.0,,,,,,,,,,,,,,,,,,,,
+100,alive-progress,rsalmei/alive-progress,logging,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",,https://github.com/rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2022-04-01 20:03:22.000,2022-04-01 19:55:29,587.0,58.0,139.0,40.0,36.0,106.0,3390.0,2022-04-01 19:56:01.000,2.4.1,26.0,5.0,19.0,29,True,alive-progress,conda-forge/alive-progress,,895.0,814.0,https://pypi.org/project/alive-progress,2022-04-01 19:56:01.000,81.0,56007.0,56512.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990,13637.0,3.0,,,,,,,,,,,,,,,,,,,,
+101,pyupgrade,asottile/pyupgrade,refactoring,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,,https://github.com/asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2022-05-05 04:35:02.597,2022-05-05 01:00:25,865.0,33.0,111.0,32.0,359.0,267.0,1694.0,2022-05-05 01:00:38.000,2.32.1,127.0,23.0,15.0,29,True,pyupgrade,conda-forge/pyupgrade,,43.0,,https://pypi.org/project/pyupgrade,2022-05-05 01:00:38.000,43.0,250643.0,259132.0,https://anaconda.org/conda-forge/pyupgrade,2022-05-05 04:35:02.597,339593.0,2.0,,,,,,,,,,,,,,,,,,,,
+102,Diamond,python-diamond/Diamond,profiling,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,,https://github.com/python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2022-04-24 00:10:31.000,2022-04-12 19:04:42,3280.0,9.0,593.0,95.0,527.0,151.0,1669.0,2016-11-25 22:13:29.000,4.0.515,36.0,369.0,232.0,29,True,diamond,,,117.0,85.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,32.0,29946.0,29946.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+103,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2022-04-25 13:40:23.000,2022-02-14 13:44:27,588.0,1.0,436.0,70.0,220.0,122.0,1428.0,,,9.0,82.0,62.0,29,True,pyelftools,conda-forge/pyelftools,,3874.0,3355.0,https://pypi.org/project/pyelftools,2022-02-03 14:49:18.000,519.0,993888.0,995051.0,https://anaconda.org/conda-forge/pyelftools,2022-04-11 00:29:59.069,86074.0,2.0,,,,,,,,,,,,,,,,,,,,
+104,briefcase,beeware/briefcase,packaging,Tools to support converting a Python project into a standalone native application.,,https://github.com/beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000,2022-05-05 02:40:57.000,2022-05-05 02:40:57,1411.0,142.0,217.0,41.0,299.0,321.0,1405.0,2022-02-28 01:46:11.000,0.3.6,37.0,95.0,119.0,29,True,briefcase,,,17.0,,https://pypi.org/project/briefcase,2022-02-28 01:46:11.000,17.0,4416.0,4416.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+105,pybuilder,pybuilder/pybuilder,build-tools,Software build automation tool for Python.,,https://github.com/pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2022-04-10 00:03:50.158,2022-02-24 01:03:24,1388.0,4.0,239.0,93.0,355.0,412.0,1389.0,2022-02-23 14:00:36.000,0.13.5,653.0,36.0,93.0,29,True,pybuilder,conda-forge/pybuilder,,60.0,,https://pypi.org/project/pybuilder,2022-02-24 01:17:18.000,60.0,14449.0,14717.0,https://anaconda.org/conda-forge/pybuilder,2022-04-10 00:03:50.158,10474.0,3.0,,,,,,,,,,,,,,,,,,,,
+106,cx_Freeze,marcelotduarte/cx_Freeze,packaging,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",,https://github.com/marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000,2022-04-27 04:58:09.000,2022-04-21 13:39:47,1330.0,95.0,177.0,26.0,684.0,681.0,896.0,2022-01-24 07:19:20.000,6.10,37.0,94.0,60.0,29,True,cx_freeze,conda-forge/cx_freeze,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000,153.0,47371.0,50358.0,https://anaconda.org/conda-forge/cx_freeze,2022-03-26 09:23:01.516,119485.0,2.0,,,,,,,,,,,,,,,,,,,,
+107,prettytable,jazzband/prettytable,logging,Display tabular data in a visually appealing ASCII table format.,,https://github.com/jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2022-05-05 14:34:59.000,2022-05-05 14:34:57,431.0,45.0,102.0,16.0,101.0,64.0,763.0,2022-03-07 07:16:21.000,3.2.0,23.0,48.0,23.0,29,False,prettytable,conda-forge/prettytable,,554.0,,https://pypi.org/project/prettytable,2022-03-07 07:16:21.000,554.0,6020377.0,6029760.0,https://anaconda.org/conda-forge/prettytable,2022-03-07 17:35:12.154,666219.0,3.0,,,,,,,,,,,,1.0,,,,,,,,
+108,sphinx-autodoc-typehints,tox-dev/sphinx-autodoc-typehints,documentation,Type hints support for the Sphinx autodoc extension.,,https://github.com/tox-dev/sphinx-autodoc-typehints,https://github.com/tox-dev/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2022-04-13 07:34:55.000,2022-04-13 07:31:33,220.0,10.0,83.0,11.0,93.0,112.0,413.0,2022-04-13 07:31:55.000,1.18.1,41.0,41.0,23.0,29,True,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],1355.0,,https://pypi.org/project/sphinx-autodoc-typehints,2022-04-13 07:34:55.000,1355.0,465493.0,470934.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666,293849.0,2.0,,,,,,,,,,,,,,,,,,,,
+109,wasabi,ines/wasabi,logging,A lightweight console printing and formatting toolkit.,,https://github.com/ines/wasabi,https://github.com/ines/wasabi,MIT,2018-11-17 14:40:55.000,2022-03-30 15:35:36.850,2022-03-30 10:27:36,232.0,8.0,21.0,9.0,15.0,3.0,338.0,2022-03-30 10:28:17.000,0.9.1,36.0,8.0,5.0,29,True,wasabi,conda-forge/wasabi,,18663.0,18382.0,https://pypi.org/project/wasabi,2022-03-30 11:12:31.000,281.0,3812203.0,3829570.0,https://anaconda.org/conda-forge/wasabi,2022-03-30 15:35:36.850,677333.0,3.0,,,,,,,,,,,,,,,,,,,,
+110,gdbgui,cs01/gdbgui,debugging,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",,https://github.com/cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2022-04-10 02:33:43.000,2022-01-16 06:03:38,429.0,,481.0,167.0,138.0,164.0,8566.0,2021-09-06 05:59:07.000,0.15.0.1,93.0,39.0,125.0,28,True,gdbgui,,,166.0,164.0,https://pypi.org/project/gdbgui,2021-09-06 05:54:12.000,2.0,159658.0,160029.0,,,,2.0,8183.0,,,,,,,,,,,,,,,,,,,
+111,pipx,pypa/pipx,dependency-managers,Install and Run Python Applications in Isolated Environments.,,https://github.com/pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2022-04-11 11:25:55.000,2022-04-11 11:25:55,508.0,13.0,230.0,63.0,359.0,370.0,4971.0,2022-01-04 09:17:35.000,1.0.0,49.0,77.0,109.0,28,True,pipx,conda-forge/pipx,,7.0,,https://pypi.org/project/pipx,2022-01-04 09:17:35.000,7.0,289425.0,289533.0,https://anaconda.org/conda-forge/pipx,2022-01-04 11:29:53.789,541.0,3.0,,,,,,,,,,,,,,,,,,,,
+112,pyinstrument,joerick/pyinstrument,profiling,Call stack profiler for Python. Shows you why your code is slow!.,,https://github.com/joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2022-04-27 16:21:41.000,2021-12-17 14:51:42,666.0,,175.0,53.0,84.0,82.0,4291.0,2021-11-14 19:24:48.000,4.1.1,36.0,38.0,16.0,28,True,pyinstrument,conda-forge/pyinstrument,,730.0,633.0,https://pypi.org/project/pyinstrument,2021-11-14 19:24:48.000,97.0,298487.0,300000.0,https://anaconda.org/conda-forge/pyinstrument,2022-01-26 07:30:47.190,102887.0,3.0,,,,,,,,,,,,,,,,,,,,
+113,coala,coala/coala,linters,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",,https://github.com/coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2021-11-05 18:08:14.000,2021-06-11 17:11:55,4487.0,,1356.0,106.0,3151.0,2371.0,3319.0,2017-05-30 10:07:57.000,0.11.1,730.0,483.0,835.0,28,True,coala-bears,,,115.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,105.0,4984.0,4985.0,,,,2.0,150.0,,,,,,,,,,,,,,,,,,,
+114,mamba,mamba-org/mamba,dependency-managers,The Fast Cross-Platform Package Manager.,,https://github.com/mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2022-05-05 14:29:08.000,2022-04-27 17:03:30,1845.0,149.0,161.0,35.0,825.0,569.0,3101.0,2022-04-26 14:19:55.000,2022.02.25,91.0,77.0,273.0,28,True,,conda-forge/mamba,,,,,,,,69923.0,https://anaconda.org/conda-forge/mamba,2022-04-26 14:15:35.782,2657091.0,3.0,,,,,,,,,,,,,,,,,,,,
+115,pytest-testinfra,pytest-dev/pytest-testinfra,testing,Testinfra test your infrastructures.,,https://github.com/pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2022-05-03 13:19:26.000,2022-05-03 13:19:25,697.0,12.0,301.0,84.0,345.0,201.0,2038.0,2022-04-12 09:25:32.000,6.7.0,8.0,114.0,118.0,28,True,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],7.0,,https://pypi.org/project/pytest-testinfra,2022-04-12 09:25:32.000,7.0,149535.0,149713.0,https://anaconda.org/conda-forge/pytest-testinfra,2022-04-26 05:00:53.274,2859.0,3.0,,,,,,,,,,,,,,,,,,,,
+116,radon,rubik/radon,code-metrics,Various code metrics for Python code.,,https://github.com/rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2022-03-02 16:30:37.000,2022-02-23 20:48:46,525.0,4.0,97.0,32.0,74.0,139.0,1324.0,2021-08-08 13:25:20.000,5.1.0,54.0,50.0,20.0,28,True,radon,conda-forge/radon,,3114.0,2514.0,https://pypi.org/project/radon,2021-12-15 14:08:03.854,600.0,418406.0,419114.0,https://anaconda.org/conda-forge/radon,2021-09-07 09:02:03.415,38972.0,2.0,,,,,,,,,,,,,,,,,,,,
+117,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2022-03-25 11:38:34.000,2022-03-11 14:15:28,680.0,6.0,91.0,17.0,87.0,92.0,883.0,2022-03-11 14:17:31.000,8.3.8,114.0,48.0,38.0,28,True,pylama,,,4356.0,3763.0,https://pypi.org/project/pylama,2022-03-11 14:17:31.000,593.0,102257.0,102257.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+118,typeguard,agronholm/typeguard,debugging,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2022-05-02 15:50:30.000,2022-04-27 21:42:10,314.0,7.0,69.0,18.0,54.0,161.0,869.0,2021-12-10 21:09:37.000,2.13.3,45.0,19.0,34.0,28,True,typeguard,conda-forge/typeguard,,299.0,,https://pypi.org/project/typeguard,2021-12-10 21:09:37.000,299.0,4162443.0,4164665.0,https://anaconda.org/conda-forge/typeguard,2021-10-11 07:35:51.312,88904.0,2.0,,,,,,,,,,,,,,,,,,,,
+119,nox,theacodes/nox,testing,Flexible test automation for Python.,,https://github.com/wntrblm/nox,https://github.com/wntrblm/nox,Apache-2.0,2016-02-24 04:02:58.000,2022-05-05 07:28:16.000,2022-05-04 18:08:22,472.0,32.0,111.0,16.0,342.0,250.0,776.0,2022-01-07 23:34:01.000,2022.1.7,22.0,74.0,26.0,28,True,nox,conda-forge/nox,['pytest'],166.0,,https://pypi.org/project/nox,2022-01-07 23:34:01.000,166.0,989086.0,990845.0,https://anaconda.org/conda-forge/nox,2022-04-23 09:39:18.036,75667.0,3.0,,,,,,,,,,,,,,,,,,,wntrblm/nox,
+120,green,CleanCut/green,testing,"Green is a clean, colorful, fast python test runner.",,https://github.com/CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2022-03-21 06:59:29.210,2022-01-20 23:33:27,1058.0,,74.0,23.0,72.0,168.0,734.0,2022-01-20 23:42:44.000,3.4.1,143.0,37.0,4.0,28,True,green,conda-forge/green,,882.0,674.0,https://pypi.org/project/green,2022-01-20 23:42:44.000,208.0,11510.0,13189.0,https://anaconda.org/conda-forge/green,2022-03-21 06:59:29.210,94039.0,3.0,,,,,,,,,,,,,,,,,,,,
+121,asv,airspeed-velocity/asv,testing,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,,https://github.com/airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2022-05-02 19:54:18.000,2022-04-12 10:40:59,2005.0,106.0,146.0,18.0,717.0,360.0,680.0,2022-02-06 14:17:08.000,0.5.1,18.0,68.0,132.0,28,True,asv,conda-forge/asv,,63.0,,https://pypi.org/project/asv,2022-02-06 14:16:23.000,63.0,20148.0,29331.0,https://anaconda.org/conda-forge/asv,2022-02-06 14:59:12.745,587716.0,3.0,,,,,,,,,,,,,,,,,,,,
+122,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2022-02-05 18:42:01.000,2021-10-27 00:10:12,262.0,,85.0,24.0,104.0,75.0,654.0,2019-12-10 01:50:33.000,0.8.1,14.0,31.0,34.0,28,True,astor,conda-forge/astor,,2109.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,2109.0,4382304.0,4407533.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1538972.0,2.0,,,,,,,,,,,,,,,,,,,,
+123,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2022-04-01 12:19:14.000,2021-10-04 22:40:52,222.0,,101.0,21.0,55.0,39.0,409.0,2021-10-04 22:43:34.000,1.4.4,28.0,36.0,15.0,28,True,ddt,conda-forge/ddt,,5477.0,4164.0,https://pypi.org/project/ddt,2021-10-04 22:43:34.000,1313.0,250654.0,251753.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932,68171.0,3.0,,,,,,,,,,,,,,,,,,,,
+124,hacking,openstack/hacking,linters,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,,https://github.com/openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2022-03-29 15:31:16.000,2022-03-28 06:37:02,1060.0,5.0,66.0,32.0,6.0,,222.0,2021-04-21 10:37:50.000,4.1.0,37.0,185.0,,28,True,hacking,,['flake8'],4391.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000,4391.0,255464.0,255464.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+125,Bpytop,aristocratos/bpytop,profiling,Linux/OSX/FreeBSD resource monitor.,,https://github.com/aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2022-03-06 14:22:47.000,2022-03-06 14:20:17,408.0,3.0,331.0,159.0,70.0,223.0,8507.0,2021-12-22 19:23:21.000,1.0.68,53.0,35.0,61.0,27,True,bpytop,conda-forge/bpytop,,1.0,,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000,1.0,8989.0,9283.0,https://anaconda.org/conda-forge/bpytop,2021-12-22 23:07:43.371,4410.0,3.0,,,,,,,,,,,,,,,,,,,,
+126,uiautomator,xiaocong/uiautomator,testing,Python wrapper of Android uiautomator test tool.,,https://github.com/xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2021-12-01 06:29:43.000,2020-11-16 01:36:32,316.0,,600.0,155.0,33.0,119.0,1799.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,171.0,27,False,uiautomator,,,277.0,210.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,67.0,67602.0,67602.0,,,,3.0,,,,,,,,,,,,1.0,,,,,,,,
+127,pympler,pympler/pympler,profiling,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",,https://github.com/pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2022-03-23 17:52:19.000,2021-12-29 11:52:34,474.0,,75.0,8.0,56.0,50.0,904.0,2021-12-22 16:55:15.000,1.0.1,17.0,29.0,40.0,27,True,pympler,conda-forge/pympler,,294.0,,https://pypi.org/project/pympler,2021-12-22 16:55:15.000,294.0,1399164.0,1402169.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935,186359.0,3.0,,,,,,,,,,,,,,,,,,,,
+128,Yappi,sumerc/yappi,profiling,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",,https://github.com/sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2022-03-30 13:46:46.605,2021-12-08 13:47:41,655.0,,53.0,12.0,42.0,38.0,904.0,2021-10-05 13:05:13.000,1.3.3,19.0,26.0,17.0,27,True,yappi,conda-forge/yappi,,921.0,580.0,https://pypi.org/project/yappi,2021-12-15 13:51:36.167,341.0,745766.0,747463.0,https://anaconda.org/conda-forge/yappi,2022-03-30 13:46:46.605,100148.0,3.0,,,,,,,,,,,,,,,,,,,,
+129,pytest-sugar,Teemu/pytest-sugar,testing,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",,https://github.com/Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2022-04-12 12:06:55.000,2022-04-02 17:05:45,347.0,2.0,62.0,18.0,135.0,69.0,860.0,2020-07-06 18:40:33.000,0.9.4,26.0,38.0,35.0,27,True,pytest-sugar,conda-forge/pytest-sugar,['pytest'],12308.0,9729.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000,2579.0,673690.0,675977.0,https://anaconda.org/conda-forge/pytest-sugar,2022-04-11 13:13:26.309,130407.0,3.0,,,,,,,,,,,,,,,,,,,,
+130,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2022-04-30 10:53:30.000,2022-04-25 16:11:37,515.0,36.0,72.0,6.0,137.0,217.0,685.0,2022-03-01 18:18:27.000,0.18.1,43.0,29.0,40.0,27,True,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],188.0,,https://pypi.org/project/mkdocstrings,2022-03-01 18:18:27.000,188.0,169846.0,170651.0,https://anaconda.org/conda-forge/mkdocstrings,2022-04-03 13:20:29.744,15310.0,2.0,,,,,,,,,,,,,,,,,,,,
+131,sphinx-bootstrap-theme,ryan-roemer/sphinx-bootstrap-theme,documentation,Sphinx Bootstrap Theme.,,https://github.com/ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2022-02-28 16:14:56.000,2022-02-03 20:25:55,403.0,,207.0,24.0,95.0,82.0,579.0,2022-02-03 20:27:24.000,0.8.1,58.0,39.0,54.0,27,True,sphinx-bootstrap-theme,,['sphinx'],600.0,,https://pypi.org/project/sphinx-bootstrap-theme,2022-02-03 20:27:24.000,600.0,222589.0,222589.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+132,autoflake,myint/autoflake,refactoring,Removes unused imports and unused variables as reported by pyflakes.,,https://github.com/PyCQA/autoflake,https://github.com/PyCQA/autoflake,MIT,2012-12-27 03:40:17.000,2022-04-10 11:48:45.000,2020-12-27 17:36:40,439.0,,55.0,10.0,37.0,34.0,513.0,2019-08-04 15:14:24.000,1.3.1,36.0,17.0,37.0,27,False,autoflake,conda-forge/autoflake,,5073.0,4556.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000,517.0,943194.0,951240.0,https://anaconda.org/conda-forge/autoflake,2021-05-26 15:10:21.374,297719.0,2.0,,,,,,,,,,,,,,,,,,,PyCQA/autoflake,
+133,python-coloredlogs,xolox/python-coloredlogs,logging,Colored terminal output for Pythons logging module.,,https://github.com/xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2022-05-02 20:14:33.630,2021-06-11 10:22:09,273.0,,38.0,7.0,35.0,49.0,461.0,2021-06-11 10:22:42.000,15.0.1,63.0,16.0,26.0,27,True,coloredlogs,anaconda/coloredlogs,,12988.0,11254.0,https://pypi.org/project/coloredlogs,2021-06-11 10:22:42.000,1734.0,3235602.0,3235678.0,https://anaconda.org/anaconda/coloredlogs,2022-05-02 20:14:33.630,4274.0,3.0,,,,,,,,,,,,,,,,,,,,
+134,mypy-protobuf,dropbox/mypy-protobuf,linters,open source tools to generate mypy stubs from protobufs.,,https://github.com/nipunn1313/mypy-protobuf,https://github.com/nipunn1313/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2022-05-04 17:22:10.000,2022-05-04 17:22:09,388.0,19.0,64.0,20.0,269.0,100.0,451.0,2022-01-23 22:29:40.000,3.2.0,38.0,32.0,6.0,27,True,mypy-protobuf,conda-forge/mypy-protobuf,,50.0,,https://pypi.org/project/mypy-protobuf,2022-01-23 22:29:40.000,50.0,799589.0,801538.0,https://anaconda.org/conda-forge/mypy-protobuf,2022-01-24 01:32:53.849,35093.0,2.0,,,,,,,,,,,,,,,,,,,nipunn1313/mypy-protobuf,
+135,check-manifest,mgedmin/check-manifest,linters,Tool to check the completeness of MANIFEST.in for Python packages.,,https://github.com/mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2022-04-20 14:45:47.000,2022-04-20 14:45:46,537.0,10.0,34.0,6.0,63.0,73.0,257.0,,,42.0,21.0,19.0,27,True,check-manifest,conda-forge/check-manifest,,10036.0,7464.0,https://pypi.org/project/check-manifest,2022-03-13 10:09:29.000,2572.0,174000.0,175047.0,https://anaconda.org/conda-forge/check-manifest,2022-03-13 13:01:22.255,42965.0,2.0,,,,,,,,,,,,,,,,,,,,
+136,astunparse,simonpercivall/astunparse,ast,An AST unparser for Python.,,https://github.com/simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2021-12-05 16:31:05.000,2019-12-22 18:11:19,86.0,,43.0,7.0,33.0,21.0,180.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,18.0,27,False,astunparse,conda-forge/astunparse,,44244.0,43961.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,283.0,6636842.0,6648607.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,694164.0,3.0,,,,,,,,,,,,,,,,,,,,
+137,py2app,ronaldoussoren/py2app,packaging,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,,https://github.com/ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2022-04-30 08:21:58.000,2022-04-30 08:21:11,784.0,85.0,21.0,11.0,20.0,291.0,179.0,2022-04-10 08:45:45.000,0.28,43.0,30.0,131.0,27,True,py2app,,,827.0,,https://pypi.org/project/py2app,2022-04-10 08:25:14.000,827.0,11696.0,11696.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+138,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2022-04-11 20:57:19.000,2022-03-16 16:52:34,228.0,6.0,120.0,51.0,35.0,63.0,5870.0,2022-02-15 23:36:40.000,2.1.2,16.0,18.0,28.0,26,True,icecream,conda-forge/icecream,,51.0,,https://pypi.org/project/icecream,2022-02-15 23:33:58.000,51.0,212150.0,212370.0,https://anaconda.org/conda-forge/icecream,2022-02-16 08:21:38.449,2868.0,3.0,,,,,,,,,,,,,,,,,,,,
+139,MonkeyType,Instagram/MonkeyType,refactoring,A Python library that generates static type annotations by collecting runtime types.,,https://github.com/Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2022-04-26 14:58:37.000,2022-04-26 14:58:33,312.0,23.0,136.0,49.0,113.0,118.0,3750.0,2022-02-18 23:46:48.000,22.2.0,22.0,39.0,38.0,26,True,monkeytype,conda-forge/monkeytype,,25.0,,https://pypi.org/project/monkeytype,2022-02-18 23:46:48.000,25.0,39060.0,39804.0,https://anaconda.org/conda-forge/monkeytype,2022-02-19 14:25:33.147,38688.0,2.0,,,,,,,,,,,,,,,,,,,,
+140,PyOxidizer,indygreg/PyOxidizer,packaging,A modern Python application packaging and distribution tool.,,https://github.com/indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2022-05-05 02:26:45.000,2022-05-03 05:23:57,6026.0,689.0,147.0,57.0,97.0,197.0,3645.0,2022-04-25 06:20:58.000,apple-codesign/0.14.0,12.0,42.0,275.0,26,True,pyoxidizer,,,,,https://pypi.org/project/pyoxidizer,2022-03-08 03:03:37.000,,1468.0,1556.0,,,,3.0,2482.0,,,,,,,,,,,,,,,,,,,
+141,PDM,pdm-project/pdm,dependency-managers,A modern Python package manager with PEP 582 support.,,https://github.com/pdm-project/pdm,https://github.com/pdm-project/pdm,MIT,2019-12-27 03:50:57.000,2022-05-05 11:20:01.000,2022-05-03 11:00:38,1760.0,129.0,101.0,20.0,384.0,560.0,2363.0,2022-04-21 02:03:30.000,1.14.1,114.0,47.0,24.0,26,True,pdm,conda-forge/pdm,,1.0,,https://pypi.org/project/pdm,2022-04-08 02:38:49.000,1.0,28446.0,29081.0,https://anaconda.org/conda-forge/pdm,2022-04-21 05:52:48.702,5080.0,3.0,,,,,,,,,,,,,,,,,,,,
+142,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2022-05-02 17:37:09.000,2022-02-18 08:34:21,491.0,39.0,85.0,34.0,347.0,62.0,2163.0,2022-02-10 14:51:38.000,1.3.3,31.0,18.0,29.0,26,True,notifiers,conda-forge/notifiers,,17.0,,https://pypi.org/project/notifiers,2022-02-10 14:51:38.000,17.0,439850.0,440952.0,https://anaconda.org/conda-forge/notifiers,2021-11-16 00:29:21.949,18738.0,3.0,,,,,,,,,,,,-2.0,,,,,,,,
+143,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2022-04-22 06:34:55.000,2022-01-03 17:23:29,683.0,,101.0,20.0,120.0,140.0,2089.0,2021-01-16 17:51:40.000,2.3,42.0,30.0,19.0,26,True,vulture,conda-forge/vulture,,1851.0,1634.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000,217.0,273690.0,274452.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062,52591.0,2.0,,,,,,,,,,,,,,,,,,,,
+144,beartype,beartype/beartype,linters,Unbearably fast O(1) runtime type-checking in pure Python.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2022-05-05 07:13:56.000,2022-05-05 07:13:10,615.0,69.0,22.0,8.0,23.0,82.0,1131.0,2022-03-15 06:06:23.000,0.10.4,21.0,9.0,18.0,26,True,beartype,conda-forge/beartype,,30.0,,https://pypi.org/project/beartype,2022-03-15 06:06:23.000,30.0,96184.0,96722.0,https://anaconda.org/conda-forge/beartype,2022-03-15 09:40:26.391,12386.0,3.0,,,,,,,,,,,,,,,,,,,,
+145,pdbpp,pdbpp/pdbpp,debugging,"pdb++, a drop-in replacement for pdb (the Python debugger).",,https://github.com/pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2022-04-28 19:21:30.000,2022-04-28 19:21:30,701.0,3.0,47.0,18.0,304.0,118.0,892.0,2021-07-09 22:22:20.000,0.10.3,26.0,41.0,65.0,26,True,pdbpp,conda-forge/pdbpp,,3403.0,2811.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000,592.0,299220.0,300479.0,https://anaconda.org/conda-forge/pdbpp,2021-07-11 15:21:48.419,71811.0,3.0,,,,,,,,,,,,,,,,,,,,
+146,pdoc3,pdoc3/pdoc,documentation,Auto-generate API documentation for Python projects.,,https://github.com/pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000,2022-04-26 08:52:23.000,2022-02-03 14:42:26,570.0,,125.0,8.0,109.0,195.0,826.0,2021-08-03 14:51:19.000,0.10.0,34.0,57.0,91.0,26,True,pdoc3,anaconda/pdoc3,,1671.0,1554.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000,117.0,237164.0,237187.0,https://anaconda.org/anaconda/pdoc3,2020-11-30 22:53:50.187,695.0,3.0,,,,,,,,,,,,1.0,,,,,,,,
+147,pytest-randomly,pytest-dev/pytest-randomly,testing,Pytest plugin to randomly order tests and control random.seed.,,https://github.com/pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2022-05-02 20:47:45.000,2022-04-27 09:19:13,462.0,12.0,22.0,3.0,411.0,43.0,424.0,2022-01-10 17:14:34.000,3.11.0,29.0,16.0,6.0,26,True,pytest-randomly,conda-forge/pytest-randomly,,178.0,,https://pypi.org/project/pytest-randomly,2022-01-10 17:14:34.000,178.0,610834.0,615434.0,https://anaconda.org/conda-forge/pytest-randomly,2022-01-10 21:33:59.865,32200.0,3.0,,,,,,,,,,,,,,,,,,,,
+148,darglint,terrencepreilly/darglint,linters,A python documentation linter which checks that the docstring description matches the definition.,,https://github.com/terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2022-03-26 16:05:41.000,2021-10-18 03:34:23,504.0,,36.0,7.0,56.0,94.0,407.0,2021-10-18 03:40:35.000,1.8.1,48.0,22.0,51.0,26,True,darglint,conda-forge/darglint,,2352.0,2299.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,53.0,314406.0,315451.0,https://anaconda.org/conda-forge/darglint,2021-11-05 17:11:34.449,33441.0,3.0,,,,,,,,,,,,,,,,,,,,
+149,pep8-naming,PyCQA/pep8-naming,linters,Naming Convention checker for Python.,,https://github.com/PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2022-01-23 20:02:29.000,2022-01-23 19:39:11,241.0,,66.0,14.0,107.0,72.0,373.0,2021-08-08 02:45:08.000,0.12.1,23.0,32.0,15.0,26,False,pep8-naming,conda-forge/pep8-naming,,12149.0,10440.0,https://pypi.org/project/pep8-naming,2021-08-08 02:45:08.000,1709.0,1245164.0,1248092.0,https://anaconda.org/conda-forge/pep8-naming,2021-08-08 04:41:02.577,219660.0,3.0,,,,,,,,,,,,,,,,,,,,
+150,flake8-comprehensions,adamchainz/flake8-comprehensions,linters,A flake8 plugin to help you write better list/set/dict comprehensions.,,https://github.com/adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2022-05-03 10:10:02.000,2022-05-03 10:10:01,426.0,12.0,16.0,5.0,376.0,35.0,350.0,2022-01-10 17:10:08.000,3.8.0,31.0,12.0,8.0,26,True,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],528.0,,https://pypi.org/project/flake8-comprehensions,2022-01-10 17:10:08.000,528.0,690315.0,698496.0,https://anaconda.org/conda-forge/flake8-comprehensions,2022-01-10 21:45:55.529,539985.0,3.0,,,,,,,,,,,,,,,,,,,,
+151,pytest-mypy,dbader/pytest-mypy,testing,Mypy static type checker plugin for Pytest.,,https://github.com/dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000,2022-02-07 17:12:40.000,2022-02-07 06:40:37,237.0,3.0,33.0,7.0,84.0,41.0,211.0,2022-02-07 17:12:40.000,0.9.1,19.0,16.0,8.0,26,True,pytest-mypy,conda-forge/pytest-mypy,['pytest'],2050.0,1664.0,https://pypi.org/project/pytest-mypy,2022-02-07 17:12:40.000,386.0,1250993.0,1251898.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,24461.0,3.0,,,,,,,,,,,,,,,,,,,,
+152,flake8-isort,gforcada/flake8-isort,linters,flake8 plugin that integrates isort.,,https://github.com/gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2022-04-27 20:16:45.000,2022-04-27 20:16:45,282.0,6.0,46.0,6.0,64.0,41.0,127.0,2021-10-14 11:43:49.000,4.1.1,33.0,33.0,11.0,26,True,flake8-isort,conda-forge/flake8-isort,['flake8'],6135.0,5523.0,https://pypi.org/project/flake8-isort,2021-10-14 11:43:49.000,612.0,595783.0,596312.0,https://anaconda.org/conda-forge/flake8-isort,2021-10-14 14:17:41.684,16409.0,3.0,,,,,,,,,,,,,,,,,,,,
+153,gast,serge-sans-paille/gast,ast,Python AST that abstracts the underlying Python version.,,https://github.com/serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2022-02-24 14:18:07.000,2022-02-24 14:18:07,93.0,1.0,25.0,10.0,41.0,27.0,119.0,2021-11-13 21:39:31.000,0.5.3,20.0,10.0,1.0,26,True,gast,conda-forge/gast,,86093.0,84230.0,https://pypi.org/project/gast,2021-11-13 21:39:31.000,1863.0,12063730.0,12094530.0,https://anaconda.org/conda-forge/gast,2021-11-15 08:20:52.503,1478401.0,3.0,,,,,,,,,,,,-2.0,,,,,,,,
+154,dephell,dephell/dephell,dependency-managers,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",,https://github.com/dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39,2145.0,,112.0,23.0,221.0,161.0,1743.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,108.0,25,False,dephell,,,386.0,374.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000,12.0,6264.0,6268.0,,,,3.0,174.0,,,,,,,,,,,,,,,,,,,
+155,shiv,linkedin/shiv,packaging,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",,https://github.com/linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2022-04-28 10:16:11.000,2022-01-24 19:14:58,197.0,,79.0,28.0,107.0,71.0,1417.0,2022-01-24 19:19:34.000,1.0.1,58.0,35.0,30.0,25,True,shiv,,,12.0,,https://pypi.org/project/shiv,2022-01-24 19:17:52.000,12.0,13820.0,13825.0,,,,3.0,187.0,,,,,,,,,,,,,,,,,,,
+156,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2022-05-03 19:38:58.000,2022-05-03 19:38:58,181.0,22.0,34.0,8.0,27.0,19.0,1174.0,2022-04-02 13:25:49.000,0.2.6,15.0,6.0,9.0,25,True,stackprinter,conda-forge/stackprinter,,125.0,103.0,https://pypi.org/project/stackprinter,2022-04-02 09:37:50.000,22.0,385759.0,385847.0,https://anaconda.org/conda-forge/stackprinter,2020-10-31 17:18:37.537,3098.0,3.0,,,,,,,,,,,,,,,,,,,,
+157,pytest-watch,joeyespo/pytest-watch,testing,Local continuous test runner with pytest and watchdog.,,https://github.com/joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2022-02-06 13:37:43.385,2019-06-15 20:36:43,183.0,,50.0,12.0,48.0,42.0,639.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,39.0,25,False,pytest-watch,conda-forge/pytest-watch,['pytest'],4433.0,3859.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,574.0,260302.0,261419.0,https://anaconda.org/conda-forge/pytest-watch,2022-02-06 13:37:43.385,58112.0,3.0,,,,,,,,,,,,,,,,,,,,
+158,pytest-plugins,man-group/pytest-plugins,testing,A grab-bag of nifty pytest plugins.,,https://github.com/man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2022-04-27 16:33:35.000,2022-04-25 17:11:11,805.0,23.0,64.0,22.0,107.0,59.0,448.0,2019-05-28 06:37:19.000,1.7.0,12.0,60.0,45.0,25,True,pytest-virtualenv,conda-forge/pytest-shutil,,63.0,,https://pypi.org/project/pytest-virtualenv,2019-05-28 06:37:19.000,63.0,43191.0,43625.0,https://anaconda.org/conda-forge/pytest-shutil,2021-10-18 17:46:27.844,19972.0,3.0,,,,,,,,,,,,,,,,,,,,
+159,sphinx-autobuild,executablebooks/sphinx-autobuild,documentation,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,,https://github.com/executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2022-04-20 19:59:44.000,2021-03-14 13:43:08,285.0,,53.0,12.0,55.0,45.0,395.0,2022-04-20 19:59:44.000,2021.03.14,15.0,17.0,15.0,25,False,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],2586.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000,2586.0,258564.0,260046.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297,90457.0,3.0,,,,,,,,,,,,,,,,,,,,
+160,interrogate,econchick/interrogate,documentation,Explain yourself! Interrogate a codebase for docstring coverage.,,https://github.com/econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2022-04-24 22:01:48.000,2021-12-27 17:39:09,174.0,,26.0,4.0,77.0,24.0,350.0,2021-09-10 23:05:20.000,1.5.0,14.0,12.0,12.0,25,True,interrogate,,,1696.0,1661.0,https://pypi.org/project/interrogate,2021-09-10 23:05:20.000,35.0,99508.0,99508.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+161,flake8-import-order,PyCQA/flake8-import-order,linters,Flake8 plugin that checks import order against various Python Style Guides.,,https://github.com/PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2022-04-01 17:37:42.000,2020-08-04 12:21:12,274.0,,61.0,9.0,88.0,86.0,260.0,2019-03-04 08:39:11.000,0.18.1,34.0,40.0,13.0,25,False,flake8-import-order,conda-forge/flake8-import-order,['flake8'],1138.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000,1138.0,356938.0,360085.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199,207743.0,3.0,,,,,,,,,,,,,,,,,,,,
+162,flake8-quotes,zheller/flake8-quotes,linters,Flake8 extension for checking quotes in python.,,https://github.com/zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2021-12-15 15:00:09.741,2021-10-19 07:06:59,104.0,,33.0,4.0,61.0,41.0,138.0,2021-10-19 07:07:05.000,3.3.1,40.0,30.0,3.0,25,True,flake8-quotes,conda-forge/flake8-quotes,['flake8'],5721.0,4897.0,https://pypi.org/project/flake8-quotes,2021-12-15 15:00:09.741,824.0,665273.0,674076.0,https://anaconda.org/conda-forge/flake8-quotes,2021-10-19 22:36:39.426,598667.0,3.0,,,,,,,,,,,,,,,,,,,,
+163,pytest-benchmark,ionelmc/pytest-benchmark,testing,py.test fixture for benchmarking code.,,https://github.com/ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2022-02-23 21:20:41.000,2022-02-23 21:20:41,987.0,1.0,92.0,17.0,61.0,78.0,882.0,2021-04-17 19:47:26.000,3.4.1,42.0,35.0,78.0,24,True,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],3410.0,2854.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000,556.0,376527.0,393911.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860,1286453.0,3.0,,,,,,,,,,,,,,,,,,,,
+164,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/PyCQA/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000,2021-12-09 03:12:36,1672.0,,71.0,26.0,106.0,46.0,633.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,80.0,24,True,redbaron,,,498.0,382.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,116.0,29517.0,29517.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+165,Mamba Test Runner,nestorsalceda/mamba,testing,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,,https://github.com/nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2021-12-09 22:04:56.000,2020-11-16 12:31:58,468.0,,63.0,22.0,84.0,52.0,482.0,2020-11-16 12:36:24.000,0.11.2,21.0,22.0,45.0,24,False,mamba,,,557.0,439.0,https://pypi.org/project/mamba,2020-11-16 12:35:41.000,118.0,22563.0,22563.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+166,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2021-06-21 14:55:20.000,2021-06-21 14:55:20,534.0,,79.0,14.0,84.0,93.0,449.0,2017-12-31 01:13:41.000,1.3.4,28.0,45.0,37.0,24,True,paver,conda-forge/paver,,961.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,961.0,34097.0,34460.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,24005.0,3.0,,,,,,,,,,,,,,,,,,,,
+167,baron,PyCQA/baron,refactoring,"IDE allow you to refactor code, Baron allows you to write refactoring code.",,https://github.com/PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-12-09 03:34:37.000,2021-12-09 03:33:22,1505.0,,52.0,14.0,100.0,29.0,269.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,46.0,24,True,baron,,,275.0,216.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,59.0,30028.0,30028.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
+168,flake8-eradicate,wemake-services/flake8-eradicate,linters,Flake8 plugin to find commented out or dead code.,,https://github.com/wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2022-05-05 00:54:12.000,2022-05-02 08:11:46,351.0,16.0,10.0,4.0,219.0,28.0,248.0,2022-04-26 07:35:19.000,1.2.1,13.0,14.0,2.0,24,True,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],88.0,,https://pypi.org/project/flake8-eradicate,2022-04-26 07:35:19.000,88.0,337308.0,337403.0,https://anaconda.org/conda-forge/flake8-eradicate,2021-10-19 16:48:36.521,1238.0,3.0,,,,,,,,,,,,,,,,,,,,
+169,xdoctest,Erotemic/xdoctest,testing,A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of REGEX.,,https://github.com/Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2022-04-15 14:41:36.000,2022-04-15 14:41:28,737.0,22.0,8.0,5.0,87.0,20.0,148.0,2022-03-25 19:20:01.000,1.0.0,63.0,8.0,19.0,24,True,xdoctest,conda-forge/xdoctest,,2576.0,2499.0,https://pypi.org/project/xdoctest,2022-03-25 19:19:03.000,77.0,110693.0,111718.0,https://anaconda.org/conda-forge/xdoctest,2022-03-26 21:54:04.053,27700.0,3.0,,,,,,,,,,,,,,,,,,,,conda-forge/xdoctest
+170,asteval,newville/asteval,ast,minimalistic evaluator of python expression using ast module.,,https://github.com/newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2022-04-29 20:31:59.405,2022-02-07 13:36:08,445.0,19.0,32.0,11.0,48.0,49.0,130.0,2022-01-16 14:50:25.000,0.9.26,26.0,19.0,5.0,24,True,asteval,conda-forge/asteval,,163.0,,https://pypi.org/project/asteval,2022-01-16 14:49:28.000,163.0,142329.0,144853.0,https://anaconda.org/conda-forge/asteval,2022-04-29 20:31:59.405,169140.0,3.0,,,,,,,,,,,,,,,,,,,,
+171,flake8-black,peterjc/flake8-black,linters,flake8 plugin to run black for checking Python coding style.,,https://github.com/peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2022-04-19 08:13:25.000,2022-04-19 08:13:24,134.0,28.0,9.0,2.0,34.0,21.0,124.0,2022-02-25 16:28:03.000,0.3.2,16.0,9.0,3.0,24,True,flake8-black,conda-forge/flake8-black,['flake8'],2269.0,2120.0,https://pypi.org/project/flake8-black,2022-02-25 16:28:03.000,149.0,448126.0,454857.0,https://anaconda.org/conda-forge/flake8-black,2022-02-25 22:39:20.572,235599.0,3.0,,,,,,,,,,,,,,,,,,,,
+172,better-exceptions,Qix-/better-exceptions,logging,"Pretty and useful exceptions in Python, automatically.",,https://github.com/Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2021-10-19 01:43:50.000,2021-10-19 01:43:50,99.0,,195.0,74.0,53.0,43.0,4179.0,2021-01-29 16:48:55.000,0.3.3,16.0,15.0,29.0,23,True,better-exceptions,,,58.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,58.0,29586.0,29586.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+173,rebound,shobrook/rebound,logging,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,,https://github.com/shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872,2022-04-26 22:26:26.467,2022-02-16 05:16:40,168.0,2.0,363.0,77.0,41.0,38.0,3842.0,2022-04-25 14:15:09.000,3.19.3,177.0,16.0,20.0,23,True,rebound,conda-forge/rebound,,38.0,22.0,https://pypi.org/project/rebound,2022-04-25 14:15:09.000,16.0,2150.0,5004.0,https://anaconda.org/conda-forge/rebound,2022-04-26 22:26:26.467,171087.0,3.0,182.0,,,,,,,,,,,,,,,,,,,
+174,vprof,nvdv/vprof,profiling,Visual profiler for Python.,,https://github.com/nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2021-02-20 07:50:28.000,2021-02-20 07:47:40,619.0,,167.0,74.0,31.0,56.0,3831.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,26.0,23,False,vprof,,,110.0,94.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,16.0,4519.0,4519.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+175,pyt,python-security/pyt,security,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,,https://github.com/python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000,2020-03-08 21:43:06,1576.0,,227.0,72.0,116.0,77.0,2080.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,21.0,23,False,python-taint,,,74.0,62.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,12.0,2217.0,2218.0,,,,3.0,74.0,,,,,,,,,,,,,,,,,,,
+176,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2022-04-21 14:15:55.000,2022-04-21 14:15:55,556.0,6.0,114.0,33.0,88.0,135.0,770.0,2020-07-03 08:11:24.000,2.5.1,22.0,30.0,28.0,23,True,pynsist,,,47.0,,https://pypi.org/project/pynsist,2022-03-21 11:44:22.000,47.0,1466.0,1466.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+177,python-hunter,ionelmc/python-hunter,debugging,Hunter is a flexible code tracing toolkit.,,https://github.com/ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2022-04-16 14:23:07.928,2021-12-15 17:43:12,1026.0,,38.0,14.0,21.0,50.0,665.0,2021-12-15 20:36:30.000,3.4.3,49.0,9.0,37.0,23,True,hunter,conda-forge/hunter,,108.0,87.0,https://pypi.org/project/hunter,2021-12-15 20:36:30.000,21.0,12085.0,12618.0,https://anaconda.org/conda-forge/hunter,2022-04-16 14:23:07.928,5334.0,3.0,,,,,,,,,,,,,,,,,,,,
+178,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,,https://github.com/tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2022-03-30 11:58:53.000,2022-03-29 08:11:47,300.0,9.0,30.0,15.0,64.0,96.0,545.0,2022-03-11 11:58:28.000,1.3.1,45.0,16.0,25.0,23,True,pytest-testmon,conda-forge/pytest-testmon,['pytest'],54.0,,https://pypi.org/project/pytest-testmon,2022-03-11 11:58:28.000,54.0,114692.0,115352.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,33661.0,3.0,,,,,,,,,,,,,,,,,,,,
+179,py2exe,py2exe/py2exe,packaging,A distutils extension to create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2022-02-13 22:46:23.000,2022-02-13 09:44:38,1013.0,4.0,51.0,19.0,24.0,97.0,395.0,2022-02-13 10:35:33.000,0.11.1.0,20.0,14.0,8.0,23,True,py2exe,,,1627.0,1451.0,https://pypi.org/project/py2exe,2022-02-13 10:37:10.000,176.0,15399.0,15628.0,,,,3.0,8706.0,,,,,,,,,,,,,,,,,,,
+180,blacken-docs,asottile/blacken-docs,documentation,Run `black` on python code blocks in documentation files.,,https://github.com/asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000,2022-05-02 22:10:58.000,2022-05-02 22:10:58,245.0,20.0,28.0,7.0,116.0,45.0,380.0,2022-01-30 16:42:02.000,1.12.1,22.0,14.0,4.0,23,True,blacken-docs,conda-forge/blacken-docs,,17.0,,https://pypi.org/project/blacken-docs,2022-01-30 16:42:02.000,17.0,30285.0,31195.0,https://anaconda.org/conda-forge/blacken-docs,2022-01-30 18:29:51.381,20029.0,3.0,,,,,,,,,,,,,,,,,,,,
+181,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2022-05-04 01:39:30.000,2022-03-31 12:20:08,997.0,17.0,138.0,29.0,260.0,204.0,356.0,2022-03-22 08:29:10.000,3.3.1,38.0,51.0,65.0,23,True,,constructor,,12.0,12.0,,,,,87.0,https://anaconda.org/anaconda/constructor,2022-05-02 20:15:08.965,6088.0,3.0,226.0,,,,,,,,,,,,,,,,,,,
+182,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2022-02-11 04:16:07.000,2022-02-11 04:16:07,443.0,2.0,36.0,11.0,34.0,22.0,275.0,2019-11-10 16:23:03.000,1.3.1,48.0,16.0,27.0,23,True,docformatter,conda-forge/docformatter,,1040.0,951.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000,89.0,123258.0,124069.0,https://anaconda.org/conda-forge/docformatter,2020-12-29 08:31:19.772,16229.0,3.0,,,,,,,,,,,,,,,,,,,PyCQA/docformatter,
+183,data-science-types,predictive-analytics-lab/data-science-types,linters,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",,https://github.com/wearepal/data-science-types,https://github.com/wearepal/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2021-02-16 21:31:02.632,2021-02-16 17:29:00,446.0,,57.0,9.0,171.0,23.0,190.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,39.0,23,False,data-science-types,conda-forge/data-science-types,,207.0,199.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,8.0,39384.0,39581.0,https://anaconda.org/conda-forge/data-science-types,2021-02-16 21:31:02.632,3358.0,3.0,,,,,,,,,,,,,,,,,,,wearepal/data-science-types,
+184,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000,2022-04-13 14:13:20.049,2022-04-06 09:45:24,172.0,8.0,23.0,4.0,17.0,15.0,131.0,2022-04-06 09:48:46.000,2.1.0,17.0,10.0,5.0,23,False,eradicate,conda-forge/eradicate,,2050.0,1959.0,https://pypi.org/project/eradicate,2022-04-06 09:47:11.000,91.0,370713.0,370768.0,https://anaconda.org/conda-forge/eradicate,2022-04-13 14:13:20.049,721.0,3.0,,,,,,,,,,,,,,,,,,,,
+185,flake8-commas,PyCQA/flake8-commas,linters,Flake8 extension for enforcing trailing commas in python.,,https://github.com/PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2021-10-13 19:25:52.000,2021-10-13 19:25:45,176.0,,23.0,3.0,38.0,26.0,127.0,2021-10-13 19:25:39.000,2.1.0,20.0,12.0,5.0,23,True,flake8-commas,,['flake8'],3268.0,2934.0,https://pypi.org/project/flake8-commas,2021-10-13 19:25:39.000,334.0,303734.0,303734.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+186,flake8-bandit,tylerwince/flake8-bandit,linters,Automated security testing using bandit and flake8.,,https://github.com/tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2022-03-28 15:51:24.000,2022-03-11 03:24:05,55.0,11.0,22.0,5.0,14.0,10.0,79.0,2022-03-11 03:32:21.000,3.0.0,12.0,8.0,6.0,23,True,flake8-bandit,,['flake8'],131.0,,https://pypi.org/project/flake8-bandit,2022-03-11 03:32:21.000,131.0,584632.0,584632.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+187,pytkdocs,mkdocstrings/pytkdocs,documentation,Load Python objects documentation.,,https://github.com/mkdocstrings/pytkdocs,https://github.com/mkdocstrings/pytkdocs,ISC,2020-02-04 21:18:34.000,2022-03-30 17:22:48.000,2022-03-07 18:48:36,240.0,10.0,32.0,3.0,45.0,79.0,45.0,2022-03-07 18:48:43.000,0.16.1,26.0,23.0,15.0,23,False,pytkdocs,conda-forge/pytkdocs,,8.0,,https://pypi.org/project/pytkdocs,2022-03-07 18:48:43.000,8.0,145549.0,147348.0,https://anaconda.org/conda-forge/pytkdocs,2022-03-08 15:08:30.099,34197.0,3.0,,,,,,,,,,,,,,,,,,,,
+188,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2022-03-04 23:53:49.000,2022-03-04 21:23:22,185.0,2.0,89.0,28.0,74.0,34.0,1396.0,2020-09-17 01:55:39.000,0.9.0,8.0,27.0,46.0,22,True,bowler,conda-forge/bowler,,7.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,7.0,38441.0,38723.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,11874.0,3.0,,,,,,,,,,,,,,,,,,,,
+189,pyannotate,dropbox/pyannotate,refactoring,Auto-generate PEP-484 annotations.,,https://github.com/dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2022-04-13 17:47:33.000,2021-10-12 20:53:49,95.0,,55.0,27.0,62.0,33.0,1294.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,26.0,22,True,pyannotate,,,89.0,71.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,18.0,6330.0,6330.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+190,wily,tonybaloney/wily,code-metrics,"A Python application for tracking, reporting on timing and complexity in Python code.",,https://github.com/tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2022-04-04 20:15:09.000,2022-04-04 20:15:09,723.0,7.0,48.0,24.0,65.0,54.0,894.0,2021-07-01 08:25:50.000,1.20.0,46.0,19.0,32.0,22,True,wily,,,10.0,,https://pypi.org/project/wily,2021-07-01 08:25:50.000,10.0,21839.0,21839.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+191,pycco,pycco-docs/pycco,documentation,Literate-style documentation generator.,,https://github.com/pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2022-01-21 18:17:35.000,2019-12-20 19:59:49,222.0,,143.0,15.0,65.0,28.0,772.0,2018-07-25 01:42:48.000,0.6.0,11.0,36.0,29.0,22,False,pycco,,,368.0,255.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000,113.0,1413.0,1413.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+192,pytest-docker,avast/pytest-docker,testing,Docker-based integration tests.,,https://github.com/avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2022-04-16 12:21:55.000,2022-04-09 19:09:55,66.0,6.0,51.0,7.0,45.0,29.0,283.0,2022-04-09 19:12:33.000,0.12.0,17.0,14.0,21.0,22,True,pytest-docker,,['pytest'],29.0,,https://pypi.org/project/pytest-docker,2022-04-09 19:10:43.000,29.0,68306.0,68309.0,,,,3.0,86.0,,,,,,,,,,,,,,,,,,,
+193,add-trailing-comma,asottile/add-trailing-comma,refactoring,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,,https://github.com/asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2022-05-02 22:11:22.000,2022-05-02 22:11:21,335.0,22.0,18.0,6.0,140.0,42.0,236.0,2022-04-17 13:58:01.000,2.2.3,34.0,9.0,1.0,22,True,add-trailing-comma,,,12.0,,https://pypi.org/project/add-trailing-comma,2022-04-17 13:58:01.000,12.0,19462.0,19462.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+194,mkdocs-awesome-pages-plugin,lukasgeiter/mkdocs-awesome-pages-plugin,documentation,An MkDocs plugin that simplifies configuring page titles and their order.,,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2022-02-12 20:34:18.000,2022-02-12 20:26:26,69.0,3.0,23.0,6.0,11.0,41.0,236.0,2022-02-12 20:35:47.000,2.7.0,20.0,4.0,9.0,22,True,mkdocs-awesome-pages-plugin,,['mkdocs'],64.0,,https://pypi.org/project/mkdocs-awesome-pages-plugin,2022-02-12 20:34:18.000,64.0,70349.0,70349.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+195,mkdocs-pdf-export-plugin,zhaoterryy/mkdocs-pdf-export-plugin,documentation,An MkDocs plugin to export content pages as PDF files.,,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2022-03-11 23:29:09.000,2021-10-05 01:31:10,72.0,,35.0,17.0,30.0,45.0,234.0,2021-10-05 01:33:27.000,0.5.10,24.0,11.0,41.0,22,True,mkdocs-pdf-export-plugin,,['mkdocs'],232.0,228.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,4.0,18266.0,18266.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+196,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2022-05-03 07:49:02.000,2022-02-24 16:06:18,113.0,5.0,18.0,5.0,14.0,27.0,208.0,2021-09-03 15:34:36.000,0.8.0,21.0,9.0,6.0,22,True,xenon,conda-forge/xenon,,416.0,347.0,https://pypi.org/project/xenon,2022-02-24 08:21:17.000,69.0,68651.0,68920.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,14814.0,3.0,,,,,,,,,,,,,,,,,,,,
+197,flake8-builtins,gforcada/flake8-builtins,linters,Check for python builtins being used as variables or parameters.,,https://github.com/gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2021-09-21 08:08:53.000,2021-09-20 15:48:57,221.0,,18.0,2.0,38.0,32.0,80.0,2020-05-14 10:45:01.000,1.5.3,23.0,15.0,4.0,22,True,flake8-builtins,conda-forge/flake8-builtins,['flake8'],4082.0,3783.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000,299.0,476507.0,478619.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836,139454.0,3.0,,,,,,,,,,,,,,,,,,,,
+198,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2021-12-19 14:16:49.287,2018-06-28 13:35:12,500.0,,13.0,5.0,,,71.0,2018-08-16 03:16:49.000,0.54.0,52.0,61.0,,22,False,memory_profiler,conda-forge/memory_profiler,,268.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,268.0,530258.0,532654.0,https://anaconda.org/conda-forge/memory_profiler,2021-12-19 14:16:49.287,172577.0,3.0,,,,,,,,,,,,,,,,,,,,
+199,Profiling,what-studio/profiling,profiling,Was an interactive continuous Python profiler.,,https://github.com/what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2021-12-15 15:24:47.133,2020-08-24 01:31:58,433.0,,120.0,75.0,25.0,20.0,2991.0,2017-06-28 06:10:16.000,0.1.3,4.0,18.0,17.0,21,False,profiling,,,50.0,45.0,https://pypi.org/project/profiling,2021-12-15 15:24:47.133,5.0,4519.0,4519.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+200,pyrasite,lmacken/pyrasite,debugging,Inject code into running Python processes.,,https://github.com/lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2021-06-04 01:31:20.000,2017-03-13 17:42:17,340.0,,193.0,60.0,44.0,15.0,2620.0,,,13.0,20.0,40.0,21,False,pyrasite,,,45.0,39.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,6.0,21839.0,21839.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+201,PrettyErrors,onelivesleft/PrettyErrors,logging,Prettify Python exception output to make it legible.,,https://github.com/onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2021-11-27 17:41:04.999,2021-11-24 14:32:14,130.0,,77.0,28.0,10.0,38.0,2533.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,3.0,21,True,pretty_errors,conda-forge/pretty_errors,,39.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,39.0,16495.0,16721.0,https://anaconda.org/conda-forge/pretty_errors,2021-11-27 17:41:04.999,4077.0,3.0,,,,,,,,,,,,,,,,,,,,
+202,sixpack,sixpack/sixpack,testing,Sixpack is a language-agnostic a/b-testing framework.,,https://github.com/sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2021-08-03 05:52:12.000,2020-08-26 00:32:16,828.0,,185.0,73.0,167.0,125.0,1727.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,88.0,21,False,sixpack,,,14.0,10.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,80.0,80.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+203,snoop,alexmojaki/snoop,debugging,"A powerful set of Python debugging tools, based on PySnooper.",,https://github.com/alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2022-03-26 09:17:46.000,2022-03-26 09:17:40,420.0,2.0,26.0,15.0,12.0,22.0,741.0,2021-11-11 16:57:18.000,0.4.1,12.0,21.0,18.0,21,True,snoop,conda-forge/snoop,,12.0,,https://pypi.org/project/snoop,2021-11-11 16:57:18.000,12.0,26359.0,26403.0,https://anaconda.org/conda-forge/snoop,2021-11-11 19:47:40.294,314.0,3.0,,,,,,,,,,,,,,,,,,,,
+204,Fixit,Instagram/Fixit,linters,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",,https://github.com/Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000,2022-02-11 16:53:12.000,2022-01-07 16:44:16,166.0,,43.0,16.0,164.0,25.0,299.0,2021-07-31 16:17:24.000,0.1.4,6.0,29.0,32.0,21,True,fixit,,,19.0,17.0,https://pypi.org/project/fixit,2021-07-30 20:35:02.000,2.0,11867.0,11867.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+205,nitpick,andreoliwa/nitpick,linters,Enforce the same settings on multiple projects.,,https://github.com/andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2022-05-02 19:39:49.000,2022-04-01 00:24:27,690.0,24.0,14.0,3.0,376.0,73.0,250.0,2022-03-27 17:47:46.000,0.32.0,48.0,14.0,36.0,21,True,nitpick,,['flake8'],4.0,,https://pypi.org/project/nitpick,2022-03-27 17:47:42.000,4.0,9857.0,9857.0,,,,3.0,4.0,,,,,,,,,,,,,,,,,,,
+206,releases,bitprophet/releases,documentation,A powerful Sphinx changelog-generating extension.,,https://github.com/bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2021-12-15 14:41:21.229,2021-09-24 20:54:11,522.0,,36.0,5.0,26.0,43.0,159.0,2020-01-11 00:29:49.000,1.6.3,33.0,10.0,33.0,21,True,releases,conda-forge/sphinx-releases,['sphinx'],809.0,443.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000,366.0,6491.0,7419.0,https://anaconda.org/conda-forge/sphinx-releases,2021-10-19 17:29:57.242,44562.0,3.0,,,,,,,,,,,,,,,,,,,,
+207,mkdocs-with-pdf,orzih/mkdocs-with-pdf,documentation,Generate a single PDF file from MkDocs repository.,,https://github.com/orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2022-04-29 14:49:23.000,2021-10-14 20:29:54,188.0,,33.0,7.0,36.0,39.0,141.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,34.0,21,True,mkdocs-with-pdf,,['mkdocs'],128.0,128.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,,12424.0,12424.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+208,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2022-04-29 16:07:39.000,2022-04-29 16:06:23,87.0,5.0,51.0,35.0,21.0,23.0,1498.0,2020-12-02 20:41:20.000,20.12.2,3.0,34.0,8.0,20,True,xar,,,19.0,19.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,82.0,82.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+209,portray,timothycrosley/portray,documentation,Your Project with Great Documentation.,,https://github.com/timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2022-04-20 23:05:54.000,2021-06-13 07:59:39,244.0,,64.0,15.0,38.0,31.0,782.0,2021-06-13 08:00:00.000,1.7.0,28.0,16.0,27.0,20,True,portray,,,17.0,,https://pypi.org/project/portray,2021-06-13 08:00:00.000,17.0,5417.0,5417.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+210,python-devtools,samuelcolvin/python-devtools,logging,Dev tools for python.,,https://github.com/samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000,2022-04-27 20:01:43.000,2021-09-08 10:38:28,98.0,,23.0,8.0,63.0,34.0,500.0,2021-09-29 08:43:45.000,0.8.0,12.0,7.0,7.0,20,True,python-devtools,conda-forge/python-devtools,,665.0,664.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000,1.0,914.0,1095.0,https://anaconda.org/conda-forge/python-devtools,2021-09-29 17:13:46.247,2359.0,3.0,,,,,,,,,,,,,,,,,,,,
+211,python-manhole,ionelmc/python-manhole,debugging,Debugging manhole for python applications.,,https://github.com/ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2022-04-13 09:53:07.670,2022-02-02 16:18:05,489.0,,19.0,9.0,44.0,15.0,327.0,2021-04-08 20:14:54.000,1.8.0,23.0,11.0,6.0,20,True,manhole,conda-forge/manhole,,133.0,95.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000,38.0,13081.0,13347.0,https://anaconda.org/conda-forge/manhole,2022-04-13 09:53:07.670,2669.0,3.0,,,,,,,,,,,,,,,,,,,,
+212,pytest-lazy-fixture,tvorog/pytest-lazy-fixture,testing,It helps to use fixtures in pytest.mark.parametrize.,,https://github.com/TvoroG/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2022-01-27 10:32:34.000,2022-01-27 10:32:34,98.0,,18.0,9.0,21.0,20.0,252.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,15.0,20,True,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],751.0,697.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,54.0,328640.0,334143.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,335708.0,3.0,,,,,,,,,,,,,,,,,,,,
+213,pytest-datadir,gabrielcnr/pytest-datadir,testing,pytest plugin for manipulating test data directories and files.,,https://github.com/gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2022-01-18 16:47:45.000,2022-01-18 16:14:21,72.0,,17.0,4.0,24.0,11.0,158.0,2019-10-22 13:04:22.000,1.3.1,9.0,7.0,5.0,20,True,pytest-datadir,conda-forge/pytest-datadir,['pytest'],657.0,586.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000,71.0,117812.0,119464.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374,110701.0,3.0,,,,,,,,,,,,,,,,,,,,
+214,dodgy,landscapeio/dodgy,security,Looks at Python code to search for things which look dodgy such as passwords or diffs.,,https://github.com/landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2021-08-29 14:44:21.000,2021-03-21 11:36:52,70.0,,19.0,4.0,14.0,3.0,103.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,9.0,20,False,dodgy,conda-forge/dodgy,,2000.0,1717.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,283.0,206159.0,206553.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,27233.0,3.0,,,,,,,,,,,,,,,,,,,,
+215,Birdseye,alexmojaki/birdseye,debugging,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,,https://github.com/alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2022-02-26 10:37:01.000,2022-02-26 10:36:56,413.0,1.0,70.0,45.0,47.0,32.0,1477.0,2021-11-11 16:04:25.000,0.9.3,38.0,10.0,18.0,19,True,birdseye,,,3.0,,https://pypi.org/project/birdseye,2021-11-11 16:04:25.000,3.0,2164.0,2164.0,,,,3.0,,,,,,,,,,,,-2.0,,,,,,,,
+216,pyflow,David-OConnor/pyflow,dependency-managers,An installation and dependency system for Python.,,https://github.com/David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2022-04-18 07:11:37.000,2022-03-11 18:31:51,368.0,11.0,41.0,20.0,53.0,72.0,1070.0,2021-07-02 13:17:04.000,0.3.1,26.0,28.0,50.0,19,True,pyflow,,,1.0,,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,1.0,167.0,291.0,,,,3.0,4117.0,,,,,,,,,,,,,,,,,,,
+217,vex,sashahart/vex,virtual-envs,Run a command in the named virtualenv.,,https://github.com/sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-10-30 20:12:27.000,2019-05-10 19:18:48,200.0,,25.0,13.0,24.0,40.0,372.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,2.0,19,False,vex,,,36.0,26.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,10.0,1815.0,1815.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+218,assertpy,ActivisionGameScience/assertpy,testing,Simple assertion library for unit testing in python with a fluent API.,,https://github.com/ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332,2020-07-19 15:23:26.710,2019-10-30 17:50:10,279.0,,47.0,1.0,,,248.0,,,13.0,10.0,,19,False,assertpy,conda-forge/assertpy,,92.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,92.0,338630.0,338893.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,14214.0,3.0,,,,,,,,,,,,,,,,,,,,
+219,flakehell,life4/flakehell,linters,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",,https://github.com/life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40,368.0,,34.0,4.0,68.0,,225.0,2021-01-11 18:40:32.000,0.9.0,28.0,16.0,4.0,19,False,flakehell,,['flake8'],12.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000,12.0,43457.0,43458.0,,,,3.0,57.0,,,,,,,,,,,,,,,,,,,
+220,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2022-04-12 18:58:29.000,2022-04-12 18:50:47,399.0,41.0,36.0,7.0,67.0,26.0,218.0,2022-02-20 06:09:19.000,2.0.0,10.0,17.0,20.0,19,True,imhotep,,,16.0,11.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,5.0,19.0,19.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+221,unimport,hakancelik96/unimport,refactoring,"A linter, formatter for finding and removing unused import statements.",,https://github.com/hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000,2022-05-04 12:33:52.000,2022-05-04 12:30:44,415.0,8.0,12.0,3.0,133.0,69.0,134.0,2022-05-04 12:33:52.000,0.9.6,37.0,13.0,10.0,19,True,unimport,,,23.0,23.0,https://pypi.org/project/unimport,2022-05-04 12:33:52.000,,5487.0,5487.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+222,pandas-vet,deppen8/pandas-vet,linters,A plugin for Flake8 that checks pandas code.,,https://github.com/deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2022-02-10 13:58:38.706,2022-02-09 02:49:51,186.0,6.0,15.0,7.0,68.0,30.0,131.0,2022-02-09 03:17:52.000,0.2.3,7.0,12.0,19.0,19,True,pandas-vet,conda-forge/pandas-vet,['flake8'],85.0,76.0,https://pypi.org/project/pandas-vet,2022-02-09 02:48:57.000,9.0,7004.0,7247.0,https://anaconda.org/conda-forge/pandas-vet,2022-02-10 13:58:38.706,8961.0,3.0,44.0,,,,,,,,,,,,,,,,,,,
+223,sphinx-markdown-builder,clayrisser/sphinx-markdown-builder,documentation,sphinx builder that outputs markdown files.,,https://github.com/clayrisser/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2022-01-08 15:31:25.000,2022-01-08 15:29:29,100.0,,32.0,7.0,24.0,16.0,127.0,2019-12-23 17:05:52.000,0.5.4,23.0,17.0,21.0,19,True,sphinx-markdown-builder,,['sphinx'],296.0,244.0,https://pypi.org/project/sphinx-markdown-builder,2022-01-08 15:31:25.000,52.0,30868.0,30868.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+224,flake8-mypy,ambv/flake8-mypy,linters,A plugin for flake8 integrating Mypy.,,https://github.com/ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00,50.0,,15.0,4.0,13.0,3.0,103.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,19.0,19,False,flake8-mypy,,['flake8'],980.0,870.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,110.0,49464.0,49464.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+225,unify,myint/unify,refactoring,Modifies strings to all use the same quote where possible.,,https://github.com/myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2021-06-29 19:32:02.475,2019-08-07 13:44:00,69.0,,13.0,7.0,9.0,3.0,69.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,10.0,19,False,unify,conda-forge/unify,,517.0,481.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,36.0,95318.0,95350.0,https://anaconda.org/conda-forge/unify,2021-06-29 19:32:02.475,356.0,3.0,,,,,,,,,,,,,,,,,,,,
+226,pylint-flask,jschaf/pylint-flask,linters,A Pylint plugin to analyze Flask applications.,,https://github.com/jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2021-03-10 19:35:23.000,2021-03-10 19:35:23,40.0,,9.0,5.0,8.0,5.0,60.0,,,5.0,7.0,5.0,19,False,pylint-flask,conda-forge/pylint-flask,['pylint'],6409.0,6054.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,355.0,268305.0,269093.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,54407.0,3.0,,,,,,,,,,,,,,,,,,,,
+227,Griffe,mkdocstrings/griffe,documentation,"Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API..",,https://github.com/mkdocstrings/griffe,https://github.com/mkdocstrings/griffe,ISC,2021-09-09 21:49:44.000,2022-04-23 15:01:11.046,2022-04-22 17:23:22,403.0,125.0,10.0,2.0,11.0,30.0,48.0,2022-04-19 11:29:51.000,0.18.0,36.0,8.0,26.0,19,False,griffe,conda-forge/griffe,,1.0,,https://pypi.org/project/griffe,2022-04-19 11:29:51.000,1.0,13546.0,15829.0,https://anaconda.org/conda-forge/griffe,2022-04-23 15:01:11.046,4567.0,3.0,,,,,,,,,,,,,,,,,,,,
+228,mkdocs-git-revision-date-plugin,zhaoterryy/mkdocs-git-revision-date-plugin,documentation,MkDocs plugin for setting revision date from git per markdown file.,,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2022-03-08 14:43:42.000,2022-03-08 14:42:57,26.0,2.0,6.0,4.0,8.0,9.0,42.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,3.0,19,False,mkdocs-git-revision-date-plugin,,['mkdocs'],566.0,543.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,23.0,25605.0,25605.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+229,pyenv-virtualenv,pyenv/pyenv-virtualenv,virtual-envs,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,,https://github.com/pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2022-02-26 06:41:41.000,2022-02-26 06:41:41,481.0,1.0,316.0,75.0,118.0,198.0,4919.0,2019-02-14 00:27:42.000,1.1.5,7.0,48.0,135.0,18,True,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
+230,fake2db,emirozer/fake2db,testing,create custom test databases that are populated with fake data.,,https://github.com/emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2021-12-15 15:44:18.935,2019-11-25 09:19:00,242.0,,117.0,66.0,29.0,15.0,2129.0,2019-03-09 13:53:12.000,1.0.0,23.0,18.0,7.0,18,False,fake2db,,,20.0,19.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000,1.0,231.0,231.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+231,heartrate,alexmojaki/heartrate,profiling,Simple real time visualisation of the execution of a Python program.,,https://github.com/alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000,2021-11-13 17:38:32.433,2021-11-13 14:58:04,27.0,,116.0,28.0,4.0,3.0,1391.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,4.0,18,True,heartrate,conda-forge/heartrate,,42.0,39.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000,3.0,696.0,746.0,https://anaconda.org/conda-forge/heartrate,2021-11-13 17:38:32.433,552.0,3.0,,,,,,,,,,,,,,,,,,,,
+232,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2021-09-18 20:16:24.000,2021-09-18 20:16:24,55.0,,40.0,14.0,6.0,9.0,716.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,5.0,18,True,py-heat,,,45.0,39.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,6.0,1468.0,1468.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+233,dlint,dlint-py/dlint,security,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,,https://github.com/dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2022-04-15 13:41:07.000,2022-04-15 13:40:57,216.0,2.0,6.0,2.0,4.0,15.0,89.0,2021-10-27 13:15:42.000,0.12.0,14.0,8.0,19.0,18,True,dlint,conda-forge/dlint,,43.0,,https://pypi.org/project/dlint,2021-10-27 13:15:42.000,43.0,78145.0,78178.0,https://anaconda.org/conda-forge/dlint,2021-11-09 20:19:38.085,201.0,3.0,,,,,,,,,,,,,,,,,,,,
+234,mkdocs-print-site-plugin,timvink/mkdocs-print-site-plugin,documentation,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",,https://github.com/timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2022-04-19 17:51:55.000,2022-04-19 17:49:11,212.0,5.0,6.0,2.0,4.0,65.0,39.0,2022-04-19 17:51:49.000,2.3.3,38.0,1.0,1.0,18,False,mkdocs-print-site-plugin,,['mkdocs'],82.0,79.0,https://pypi.org/project/mkdocs-print-site-plugin,2022-04-19 17:51:49.000,3.0,5946.0,5946.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+235,dh-virtualenv,spotify/dh-virtualenv,virtual-envs,Python virtualenvs in Debian packages.,,https://github.com/spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2022-04-07 14:47:14.000,2022-04-07 14:47:14,417.0,3.0,168.0,42.0,150.0,171.0,1528.0,,,,59.0,25.0,17,True,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
+236,pynt,rags/pynt,build-tools,A pynt of Python build.,,https://github.com/rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2020-04-13 11:49:33.000,2019-10-04 19:05:46,128.0,,18.0,11.0,9.0,13.0,150.0,2018-06-24 06:23:48.000,0.8.2,7.0,9.0,5.0,17,False,pynt,,,109.0,81.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,28.0,6061.0,6061.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+237,pyformat,myint/pyformat,formatters,Formats Python code to follow a consistent style.,,https://github.com/myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2021-10-29 14:54:42.000,2019-05-24 17:17:56,199.0,,7.0,7.0,6.0,3.0,88.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,3.0,17,False,pyformat,,,179.0,154.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,25.0,18172.0,18172.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+238,lazydocs,ml-tooling/lazydocs,documentation,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,,https://github.com/ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2021-12-15 19:29:09.000,2021-08-20 18:28:32,147.0,,22.0,5.0,22.0,11.0,84.0,2021-07-27 09:00:22.000,0.4.8,18.0,7.0,3.0,17,True,lazydocs,,,78.0,66.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000,12.0,1743.0,1743.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+239,autoimport,lyz-code/autoimport,formatters,Autoimport automatically fixes wrong import statements.,,https://github.com/lyz-code/autoimport,https://github.com/lyz-code/autoimport,GPL-3.0,2020-10-16 22:43:09.000,2022-05-02 18:50:48.000,2022-03-28 07:30:28,474.0,60.0,9.0,2.0,184.0,21.0,44.0,2022-02-16 17:35:44.000,1.2.2,34.0,11.0,5.0,17,False,autoimport,,,2.0,,https://pypi.org/project/autoimport,2022-02-16 17:35:44.000,2.0,2298.0,2298.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+240,tbvaccine,skorokithakis/tbvaccine,logging,A small utility to pretty-print Python tracebacks.,,https://github.com/skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44,80.0,,12.0,4.0,18.0,13.0,367.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,7.0,16,False,tbvaccine,,,10.0,10.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,2891.0,2891.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+241,bellybutton,hchasestevens/bellybutton,linters,Custom Python linting through AST expressions.,,https://github.com/hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2021-07-15 00:42:03.000,2021-07-15 00:42:02,33.0,,11.0,4.0,18.0,6.0,235.0,2020-11-27 21:20:22.000,0.3.1,11.0,5.0,8.0,16,True,bellybutton,,,19.0,18.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000,1.0,4107.0,4107.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+242,com2ann,ilevkivskyi/com2ann,refactoring,Tool for translation type comments to type annotations in Python.,,https://github.com/ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2022-03-31 12:19:19.000,2021-08-21 14:47:42,31.0,,7.0,7.0,23.0,15.0,109.0,2021-08-21 09:01:26.000,0.3.0,3.0,4.0,5.0,16,True,com2ann,,,14.0,13.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000,1.0,5145.0,5145.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+243,massedit,elmotec/massedit,refactoring,Programmatically edit text files with Python. Useful for source to source transformations.,,https://github.com/elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2022-03-17 12:52:23.000,2020-12-23 02:11:17,178.0,,14.0,6.0,7.0,5.0,97.0,2020-12-23 02:19:02.000,0.69.1,15.0,8.0,3.0,16,False,massedit,,,6.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000,6.0,1201.0,1201.0,,,,3.0,17.0,,,,,,,,,,,,,,,,,,,
+244,pip-run,jaraco/pip-run,dependency-managers,pip-run - dynamic dependency loader for Python.,,https://github.com/jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2022-01-23 01:44:53.000,2022-01-23 01:14:42,557.0,,10.0,5.0,13.0,40.0,68.0,2022-01-23 01:45:05.000,8.8.0,29.0,11.0,3.0,16,True,pip-run,,,2.0,,https://pypi.org/project/pip-run,2022-01-23 01:44:53.000,2.0,7685.0,7685.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+245,pytest-play,pytest-dev/pytest-play,testing,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,,https://github.com/pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28,382.0,,3.0,8.0,62.0,24.0,65.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,5.0,16,False,pytest-play,,['pytest'],31.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,10.0,164.0,164.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+246,mkdocs-versioning,zayd62/mkdocs-versioning,documentation,A tool that allows for versioning sites built with mkdocs.,,https://github.com/zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-08-01 15:51:53.000,2021-08-01 15:51:53,133.0,,7.0,3.0,39.0,22.0,38.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,3.0,16,False,mkdocs-versioning,,['mkdocs'],33.0,33.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,4167.0,4167.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+247,pyenv-installer,pyenv/pyenv-installer,virtual-envs,This tool is used to install `pyenv` and friends.,,https://github.com/pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2022-05-01 02:04:07.000,2022-05-01 02:04:07,140.0,2.0,341.0,71.0,53.0,66.0,3194.0,,,,35.0,6.0,15,True,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
+248,reloadium,reloadware/reloadium,debugging,Advanced hot reloading for Python.,,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2022-04-27 10:20:46.000,2022-04-27 10:20:46,21.0,18.0,4.0,8.0,2.0,3.0,842.0,2022-04-25 16:21:51.000,0.8.6,22.0,1.0,3.0,15,True,reloadium,,,,,https://pypi.org/project/reloadium,2022-04-25 16:21:51.000,,2871.0,2871.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+249,pycycle,bndr/pycycle,linters,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,,https://github.com/bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2022-01-15 20:44:01.000,2017-02-13 18:07:04,26.0,,18.0,5.0,6.0,1.0,303.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,15.0,15,False,pycycle,,,62.0,55.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,7.0,2859.0,2859.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+250,retype,ambv/retype,refactoring,Re-apply type annotations from .pyi stubs to your codebase.,,https://github.com/ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2021-12-29 14:35:22.999,2021-12-29 00:19:13,101.0,,17.0,4.0,23.0,8.0,128.0,2021-12-29 00:30:49.000,21.12.0,11.0,8.0,7.0,15,True,retype,conda-forge/retype,,18.0,,https://pypi.org/project/retype,2021-12-29 00:30:49.000,18.0,733.0,1039.0,https://anaconda.org/conda-forge/retype,2021-12-29 14:35:22.999,15923.0,3.0,,,,,,,,,,,,,,,,,,,,
+251,pep8ify,spulec/pep8ify,refactoring,A library that modifies python source code to conform to pep8.,,https://github.com/spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38,154.0,,12.0,5.0,7.0,12.0,116.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,6.0,15,False,pep8ify,,,56.0,37.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,19.0,29.0,29.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+252,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2021-11-17 17:00:05.000,2021-11-17 17:00:05,394.0,,6.0,4.0,32.0,3.0,16.0,2021-11-17 16:59:34.000,0.6.18,40.0,4.0,,14,True,universal-build,,,14.0,9.0,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000,5.0,287.0,287.0,,,,3.0,16.0,,,,,,,,,,,,,,,,,,,
+253,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2021-11-15 05:53:09.000,2021-11-15 05:05:03,193.0,,5.0,2.0,132.0,11.0,13.0,2021-11-15 05:07:43.000,3.1.0,28.0,4.0,1.0,14,False,yala,,"['flake8', 'pylint']",53.0,43.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000,10.0,757.0,757.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+254,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2021-11-29 00:52:40.000,2019-08-15 01:37:08,93.0,,63.0,20.0,72.0,30.0,524.0,2019-05-14 20:14:05.000,2.0.0,5.0,14.0,33.0,13,False,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
+255,livepython,agermanidis/livepython,profiling,Visually trace Python code in real-time.,,https://github.com/agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000,2019-01-22 17:39:55.000,2017-11-14 21:27:52,20.0,,165.0,77.0,4.0,15.0,2453.0,,,,3.0,10.0,12,False,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
+256,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2021-11-09 19:51:22.570,2019-08-05 17:14:01,78.0,,2.0,8.0,1.0,11.0,157.0,2019-07-10 16:08:05.000,1.0.0,9.0,2.0,3.0,12,False,cohesion,conda-forge/cohesion,,7.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,7.0,1221.0,1254.0,https://anaconda.org/conda-forge/cohesion,2021-11-09 19:51:22.570,201.0,3.0,,,,,,,,,,,,,,,,,,,,
+257,pipenv-pipes,gtalarico/pipenv-pipes,virtual-envs,A PipEnv Environment Switcher.,,https://github.com/gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2021-06-01 22:15:42.000,2019-06-27 03:42:48,285.0,,11.0,4.0,19.0,10.0,130.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,7.0,12,False,pipenv-pipes,,,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,52.0,52.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
+258,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2021-09-14 16:38:07.000,2020-11-30 22:18:53,53.0,,21.0,20.0,61.0,1.0,184.0,2018-12-12 19:47:05.000,0.7.0,10.0,17.0,8.0,11,False,linty-fresh,,"['flake8', 'mypy']",,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,11.0,11.0,,,,3.0,,,,,,,,,,,,-2.0,,,,,,,,
+259,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2021-06-09 04:34:00.000,2021-06-09 04:33:22,279.0,,1.0,2.0,3.0,,24.0,2021-06-09 04:34:00.000,0.1.5,17.0,1.0,4.0,9,False,pyship,,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000,,21.0,21.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index 458a606..4467a36 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,20 +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._
-- robotframework (π₯41 Β· β 6.9K Β· π) - Generic automation framework for acceptance testing and.. Apache-2
-- pdbpp (π₯26 Β· β 890 Β· π) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
+- pytest-cov (π₯35 Β· β 1.2K Β· π) - Coverage plugin for pytest. MIT Apache-2
+- prettytable (π₯29 Β· β 760 Β· π) - Display tabular data in a visually appealing ASCII.. βοΈBSD-1-Clause
+- uiautomator (π₯27 Β· β 1.8K Β· π) - Python wrapper of Android uiautomator test tool. MIT
+- pdoc3 (π₯26 Β· β 830 Β· π) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
## π Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
-- sphinx_rtd_theme (π₯34 Β· β 4.1K Β· π) - Sphinx theme for readthedocs.org. MIT MIT
-- unimport (π₯19 Β· β 130 Β· π) - A linter, formatter for finding and removing unused import statements. MIT
-
-## β Added Projects
-
-_Projects that were recently added to this best-of list._
-
-- reloadium (π₯15 Β· β 730 Β· π£) - Advanced hot reloading for Python. Apache-2
+- parso (π₯30 Β· β 490 Β· π) - A Python Parser. MIT
+- notifiers (π₯26 Β· β 2.2K Β· π) - The easy way to send notifications. MIT
+- gast (π₯26 Β· β 120 Β· π) - Python AST that abstracts the underlying Python version. BSD-3
+- Birdseye (π₯19 Β· β 1.5K Β· π) - Graphical Python debugger which lets you easily view the values of.. MIT
+- linty_fresh (π₯11 Β· β 180 Β· π) - Surface lint errors during code review. Apache-2 mypy