diff --git a/README.md b/README.md
index a81493e..25e2405 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
-This curated list contains 270 awesome open-source projects with a total of 840K stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
+This curated list contains 270 awesome open-source projects with a total of 850K stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
---
@@ -79,44 +79,60 @@ This curated list contains 270 awesome open-source projects with a total of 840K
pylint (π₯42 Β· β 4.7K) - Its not just a linter that annoys you!. βοΈGPL-2.0
-- [GitHub](https://github.com/pylint-dev/pylint) (π¨βπ» 530 Β· π 1K Β· π¦ 370K Β· π 5K - 14% open Β· β±οΈ 26.06.2023):
+- [GitHub](https://github.com/pylint-dev/pylint) (π¨βπ» 530 Β· π 980 Β· π¦ 370K Β· π 5K - 14% open Β· β±οΈ 04.07.2023):
```
git clone https://github.com/PyCQA/pylint
```
-- [PyPi](https://pypi.org/project/pylint) (π₯ 14M / month Β· π¦ 22K Β· β±οΈ 29.06.2022):
+- [PyPi](https://pypi.org/project/pylint) (π₯ 14M / month):
```
pip install pylint
```
-- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 4.2M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 4.3M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge pylint
```
ruff (π₯41 Β· β 16K) - An extremely fast Python linter, written in Rust. MIT
-- [GitHub](https://github.com/astral-sh/ruff) (π¨βπ» 220 Β· π 480 Β· π₯ 29K Β· π¦ 9.5K Β· π 2K - 15% open Β· β±οΈ 29.06.2023):
+- [GitHub](https://github.com/astral-sh/ruff) (π¨βπ» 220 Β· π 490 Β· π₯ 32K Β· π¦ 10K Β· π 2.1K - 15% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/charliermarsh/ruff
```
-- [PyPi](https://pypi.org/project/ruff) (π₯ 2.7M / month Β· π¦ 560 Β· β±οΈ 22.06.2023):
+- [PyPi](https://pypi.org/project/ruff) (π₯ 2.8M / month Β· π¦ 640 Β· β±οΈ 04.07.2023):
```
pip install ruff
```
-- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 240K Β· β±οΈ 25.06.2023):
+- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 250K Β· β±οΈ 04.07.2023):
```
conda install -c conda-forge ruff
```
pycodestyle (π₯37 Β· β 4.9K) - Simple Python style checker in one Python file. βUnlicensed
+flake8 (π₯40 Β· β 2.9K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
-- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 130 Β· π 670 Β· π¦ 350K Β· π 690 - 12% open Β· β±οΈ 20.06.2023):
+- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 170 Β· π 280 Β· π¦ 470K Β· π 1.5K - 1% open Β· β±οΈ 04.07.2023):
+
+ ```
+ git clone https://github.com/PyCQA/flake8
+ ```
+- [PyPi](https://pypi.org/project/flake8) (π₯ 20M / month Β· π¦ 44K Β· β±οΈ 23.11.2022):
+ ```
+ pip install flake8
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 6.4M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge flake8
+ ```
+pycodestyle (π₯38 Β· β 4.9K) - Simple Python style checker in one Python file. βοΈSaxpath
+
+- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 130 Β· π 700 Β· π¦ 350K Β· π 720 - 15% open Β· β±οΈ 04.07.2023):
```
git clone https://github.com/PyCQA/pycodestyle
```
-- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 29M / month):
+- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 28M / month Β· π¦ 12K Β· β±οΈ 23.11.2022):
```
pip install pycodestyle
```
@@ -127,40 +143,56 @@ This curated list contains 270 awesome open-source projects with a total of 840K
wemake-python-styleguide (π₯36 Β· β 2.2K) - The strictest and most opinionated python linter ever!. MIT
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 180 Β· π 370 Β· π¦ 15K Β· π 1.1K - 10% open Β· β±οΈ 29.06.2023):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 180 Β· π 370 Β· π¦ 15K Β· π 1.1K - 10% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 230K / month Β· π¦ 47 Β· β±οΈ 19.01.2020):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 240K / month Β· π¦ 47 Β· β±οΈ 19.01.2020):
```
pip install wemake-python-styleguide
```
pyflakes (π₯34 Β· β 1.3K) - A simple program which checks Python source files for errors. MIT
+pyflakes (π₯35 Β· β 1.3K) - A simple program which checks Python source files for errors. MIT
-- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 84 Β· π 160 Β· π¦ 230K Β· π 480 - 7% open Β· β±οΈ 29.06.2023):
+- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 84 Β· π 170 Β· π¦ 230K Β· π 500 - 11% open Β· β±οΈ 29.06.2023):
```
git clone https://github.com/PyCQA/pyflakes
```
-- [PyPi](https://pypi.org/project/pyflakes) (π₯ 21M / month):
+- [PyPi](https://pypi.org/project/pyflakes) (π₯ 20M / month Β· π¦ 14K Β· β±οΈ 24.11.2022):
```
pip install pyflakes
```
-- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 6.3M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 6.4M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge pyflakes
```
pydocstyle (π₯32 Β· β 1.1K) - docstring style checker. MIT
+parso (π₯32 Β· β 540) - A Python Parser. MIT
+
+- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 46 Β· π 94 Β· π¦ 320K Β· π 110 - 8% open Β· β±οΈ 18.06.2023):
+
+ ```
+ git clone https://github.com/davidhalter/parso
+ ```
+- [PyPi](https://pypi.org/project/parso) (π₯ 18M / month Β· π¦ 6K Β· β±οΈ 09.07.2018):
+ ```
+ pip install parso
+ ```
+- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 15M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge parso
+ ```
+pydocstyle (π₯31 Β· β 1.1K) - docstring style checker. MIT
-- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 89 Β· π 180 Β· π₯ 64 Β· π¦ 56K Β· π 330 - 32% open Β· β±οΈ 17.01.2023):
+- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 89 Β· π 180 Β· π₯ 65 Β· π¦ 57K Β· π 340 - 34% open Β· β±οΈ 17.01.2023):
```
git clone https://github.com/PyCQA/pydocstyle
```
-- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 3.1M / month):
+- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 3M / month Β· π¦ 2.7K Β· β±οΈ 17.05.2021):
```
pip install pydocstyle
```
@@ -169,14 +201,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge pydocstyle
```
flake8-bugbear (π₯31 Β· β 950) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
+flake8-bugbear (π₯31 Β· β 960) - A plugin for Flake8 finding likely bugs and design problems.. MIT
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 75 Β· π 93 Β· π¦ 33K Β· π 200 - 26% open Β· β±οΈ 26.06.2023):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 75 Β· π 94 Β· π¦ 33K Β· π 200 - 26% open Β· β±οΈ 03.07.2023):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 1.9M / month):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 1.8M / month Β· π¦ 260 Β· β±οΈ 01.02.2020):
```
pip install flake8-bugbear
```
@@ -192,7 +224,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/PyCQA/pylint-django
```
-- [PyPi](https://pypi.org/project/pylint-django) (π₯ 1.1M / month):
+- [PyPi](https://pypi.org/project/pylint-django) (π₯ 1M / month Β· π¦ 1.2K Β· β±οΈ 17.12.2018):
```
pip install pylint-django
```
@@ -201,19 +233,19 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge pylint-django
```
nitpick (π₯28 Β· β 350) - Enforce the same settings on multiple projects. MIT
+hacking (π₯28 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
-- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 16 Β· π 22 Β· π₯ 4 Β· π¦ 1.2K Β· π 120 - 37% open Β· β±οΈ 09.06.2023):
+- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 66 Β· β±οΈ 25.04.2023):
```
- git clone https://github.com/andreoliwa/nitpick
+ git clone https://github.com/openstack/hacking
```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 85K / month Β· π¦ 11 Β· β±οΈ 15.05.2020):
+- [PyPi](https://pypi.org/project/hacking) (π₯ 68K / month Β· π¦ 4.4K Β· β±οΈ 21.04.2021):
```
- pip install nitpick
+ pip install hacking
```
flake8-quotes (π₯28 Β· β 170) - Flake8 extension for checking quotes in python. MIT
+flake8-quotes (π₯28 Β· β 170 Β· π€) - Flake8 extension for checking quotes in python. MIT
- [GitHub](https://github.com/zheller/flake8-quotes) (π¨βπ» 32 Β· π 36 Β· π¦ 19K Β· π 49 - 12% open Β· β±οΈ 19.12.2022):
@@ -229,14 +261,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge flake8-quotes
```
flake8-isort (π₯28 Β· β 150) - flake8 plugin that integrates isort. βοΈGPL-2.0
+flake8-isort (π₯28 Β· β 150 Β· π€) - flake8 plugin that integrates isort. βοΈGPL-2.0
- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 37 Β· π 93 Β· π¦ 23K Β· π 57 - 15% open Β· β±οΈ 22.12.2022):
```
git clone https://github.com/gforcada/flake8-isort
```
-- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1.1M / month Β· π¦ 680 Β· β±οΈ 25.07.2022):
+- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1.1M / month Β· π¦ 690 Β· β±οΈ 25.07.2022):
```
pip install flake8-isort
```
@@ -245,48 +277,44 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge flake8-isort
```
beartype (π₯27 Β· β 1.9K) - Unbearably fast near-real-time runtime type-checking in pure Python. MIT
+nitpick (π₯27 Β· β 350) - Enforce the same settings on multiple projects. MIT
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 16 Β· π 33 Β· π 190 - 24% open Β· β±οΈ 29.06.2023):
+- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 16 Β· π 22 Β· π₯ 5 Β· π¦ 1.2K Β· π 120 - 37% open Β· β±οΈ 02.07.2023):
```
- git clone https://github.com/beartype/beartype
- ```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 270K / month Β· π¦ 110 Β· β±οΈ 15.03.2022):
- ```
- pip install beartype
+ git clone https://github.com/andreoliwa/nitpick
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 52K Β· β±οΈ 07.06.2023):
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 93K / month Β· π¦ 11 Β· β±οΈ 15.05.2020):
```
- conda install -c conda-forge beartype
+ pip install nitpick
```
flake8-eradicate (π₯26 Β· β 300) - Flake8 plugin to find commented out or dead code. MIT
+pylama (π₯25 Β· β 1K Β· π€) - Code audit tool for python. MIT
-- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 16 Β· π 14 Β· π¦ 17K Β· π 49 - 38% open Β· β±οΈ 31.05.2023):
+- [GitHub](https://github.com/klen/pylama) (π¨βπ» 46 Β· π 96 Β· π¦ 5.9K Β· π 140 - 34% open Β· β±οΈ 08.08.2022):
```
- git clone https://github.com/wemake-services/flake8-eradicate
- ```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 570K / month Β· π¦ 110 Β· β±οΈ 11.08.2022):
- ```
- pip install flake8-eradicate
+ git clone https://github.com/klen/pylama
```
-- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (π₯ 9.5K Β· β±οΈ 01.06.2023):
+- [PyPi](https://pypi.org/project/pylama) (π₯ 160K / month):
```
- conda install -c conda-forge flake8-eradicate
+ pip install pylama
```
pylama (π₯25 Β· β 1K Β· π€) - Code audit tool for python. MIT
+flake8-eradicate (π₯25 Β· β 300) - Flake8 plugin to find commented out or dead code. MIT
-- [GitHub](https://github.com/klen/pylama) (π¨βπ» 46 Β· π 96 Β· π¦ 5.9K Β· π 140 - 34% open Β· β±οΈ 08.08.2022):
+- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 15 Β· π 13 Β· π¦ 17K Β· π 39 - 23% open Β· β±οΈ 31.05.2023):
```
- git clone https://github.com/klen/pylama
+ git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/pylama) (π₯ 160K / month):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 560K / month):
```
- pip install pylama
+ pip install flake8-eradicate
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (π₯ 9.8K Β· β±οΈ 01.06.2023):
+ ```
+ conda install -c conda-forge flake8-eradicate
```
check-manifest (π₯25 Β· β 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
@@ -296,16 +324,16 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/check-manifest) (π₯ 210K / month Β· π¦ 2.9K Β· β±οΈ 26.03.2015):
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 210K / month Β· π¦ 3K Β· β±οΈ 26.03.2015):
```
pip install check-manifest
```
-- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 94K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 95K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge check-manifest
```
flake8-import-order (π₯25 Β· β 270) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
+flake8-import-order (π₯25 Β· β 270 Β· π€) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 46 Β· π 71 Β· π 100 - 11% open Β· β±οΈ 10.12.2022):
@@ -321,14 +349,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge flake8-import-order
```
flake8-builtins (π₯24 Β· β 100) - Check for python builtins being used as variables or.. βοΈGPL-2.0
+flake8-builtins (π₯25 Β· β 100 Β· π€) - Check for python builtins being used as variables or.. βοΈGPL-2.0
-- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 17 Β· π 21 Β· π¦ 9.2K Β· π 43 - 2% open Β· β±οΈ 22.12.2022):
+- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 17 Β· π 21 Β· π¦ 9.3K Β· π 44 - 4% open Β· β±οΈ 22.12.2022):
```
git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 600K / month):
+- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 560K / month Β· π¦ 460 Β· β±οΈ 14.05.2020):
```
pip install flake8-builtins
```
@@ -337,14 +365,30 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge flake8-builtins
```
flake8-black (π₯23 Β· β 160) - flake8 plugin to run black for checking Python coding style. MIT
+beartype (π₯24 Β· β 1.9K Β· π) - Unbearably fast near-real-time runtime type-checking in pure Python. MIT
+
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 16 Β· π 33 Β· π 190 - 24% open Β· β±οΈ 06.07.2023):
+
+ ```
+ git clone https://github.com/beartype/beartype
+ ```
+- [PyPi](https://pypi.org/project/beartype) (π₯ 300K / month):
+ ```
+ pip install beartype
+ ```
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 53K Β· β±οΈ 07.06.2023):
+ ```
+ conda install -c conda-forge beartype
+ ```
+flake8-black (π₯24 Β· β 160) - flake8 plugin to run black for checking Python coding style. MIT
-- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 10 Β· π 11 Β· π¦ 6.9K Β· π 29 - 20% open Β· β±οΈ 03.04.2023):
+- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 10 Β· π 11 Β· π¦ 6.9K Β· π 29 - 20% open Β· β±οΈ 03.07.2023):
```
git clone https://github.com/peterjc/flake8-black
```
-- [PyPi](https://pypi.org/project/flake8-black) (π₯ 1.2M / month):
+- [PyPi](https://pypi.org/project/flake8-black) (π₯ 1.1M / month Β· π¦ 230 Β· β±οΈ 16.05.2022):
```
pip install flake8-black
```
@@ -360,7 +404,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/dropbox/mypy-protobuf
```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 1.2M / month):
+- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 1.1M / month):
```
pip install mypy-protobuf
```
@@ -369,14 +413,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge mypy-protobuf
```
pandas-vet (π₯21 Β· β 150) - A plugin for Flake8 that checks pandas code. MIT
+pandas-vet (π₯21 Β· β 160) - A plugin for Flake8 that checks pandas code. MIT
- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 13 Β· π 17 Β· π₯ 62 Β· π¦ 370 Β· π 52 - 42% open Β· β±οΈ 16.05.2023):
```
git clone https://github.com/deppen8/pandas-vet
```
-- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 54K / month):
+- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 55K / month Β· π¦ 18 Β· β±οΈ 09.02.2022):
```
pip install pandas-vet
```
@@ -392,41 +436,41 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 920K / month):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 860K / month):
```
pip install flake8-comprehensions
```
-- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 720K Β· β±οΈ 15.06.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 730K Β· β±οΈ 15.06.2023):
```
conda install -c conda-forge flake8-comprehensions
```
pylint-flask (π₯20 Β· β 62 Β· π€) - A Pylint plugin to analyze Flask applications. βοΈGPL-2.0 
+flake8-bandit (π₯20 Β· β 100 Β· π€) - Automated security testing using bandit and flake8. MIT
-- [GitHub](https://github.com/jschaf/pylint-flask) (π¨βπ» 7 Β· π 9 Β· π¦ 7.4K Β· π 12 - 50% open Β· β±οΈ 19.07.2022):
+- [GitHub](https://github.com/tylerwince/flake8-bandit) (π¨βπ» 12 Β· π 26 Β· π 27 - 40% open Β· β±οΈ 29.08.2022):
```
- git clone https://github.com/jschaf/pylint-flask
- ```
-- [PyPi](https://pypi.org/project/pylint-flask) (π₯ 310K / month Β· π¦ 360 Β· β±οΈ 30.01.2019):
- ```
- pip install pylint-flask
+ git clone https://github.com/tylerwince/flake8-bandit
```
-- [Conda](https://anaconda.org/conda-forge/pylint-flask) (π₯ 97K Β· β±οΈ 16.06.2023):
+- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 530K / month Β· π¦ 170 Β· β±οΈ 29.08.2022):
```
- conda install -c conda-forge pylint-flask
+ pip install flake8-bandit
```
hacking (π₯19 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
+pylint-flask (π₯20 Β· β 62 Β· π€) - A Pylint plugin to analyze Flask applications. βοΈGPL-2.0
-- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 46 Β· β±οΈ 25.04.2023):
+- [GitHub](https://github.com/jschaf/pylint-flask) (π¨βπ» 7 Β· π 7 Β· π¦ 7.5K Β· π 12 - 50% open Β· β±οΈ 19.07.2022):
```
- git clone https://github.com/openstack/hacking
+ git clone https://github.com/jschaf/pylint-flask
```
-- [PyPi](https://pypi.org/project/hacking) (π₯ 71K / month):
+- [PyPi](https://pypi.org/project/pylint-flask) (π₯ 290K / month):
```
- pip install hacking
+ pip install pylint-flask
+ ```
+- [Conda](https://anaconda.org/conda-forge/pylint-flask) (π₯ 98K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge pylint-flask
```
flake8-simplify (π₯19 Β· β 150) - A flake8 plugin that helps you to simplify code. MIT
@@ -440,62 +484,48 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install flake8-simplify
```
-- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (π₯ 29K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (π₯ 30K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge flake8-simplify
```
imhotep (π₯17 Β· β 220) - A static-analysis bot for Github. MIT
+imhotep (π₯15 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 17.06.2023):
+- [GitHub](https://github.com/justinabrahms/imhotep) (π¨βπ» 17 Β· π 34 Β· π¦ 11 Β· π 44 - 40% open Β· β±οΈ 17.06.2023):
```
git clone https://github.com/justinabrahms/imhotep
```
-- [PyPi](https://pypi.org/project/imhotep) (π₯ 57 / month Β· π¦ 6 Β· β±οΈ 20.02.2022):
+- [PyPi](https://pypi.org/project/imhotep) (π₯ 48 / month):
```
pip install imhotep
```
flake8-bandit (π₯15 Β· β 100 Β· π€) - Automated security testing using bandit and flake8. MIT
-
-- [GitHub](https://github.com/tylerwince/flake8-bandit) (π¨βπ» 12 Β· π 26 Β· π 26 - 38% open Β· β±οΈ 29.08.2022):
-
- ```
- git clone https://github.com/tylerwince/flake8-bandit
- ```
-- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 520K / month):
- ```
- pip install flake8-bandit
- ```
-linty_fresh (π₯13 Β· β 180) - Surface lint errors during code review. Apache-2 mypy
+linty_fresh (π₯10 Β· β 180 Β· π€) - Surface lint errors during code review. Apache-2 mypy
-- [GitHub](https://github.com/lyft/linty_fresh) (π¨βπ» 18 Β· π 21 Β· π 9 - 88% open Β· β±οΈ 13.12.2022):
+- [GitHub](https://github.com/lyft/linty_fresh) (π¨βπ» 18 Β· π 19 Β· π 5 - 80% open Β· β±οΈ 13.12.2022):
```
git clone https://github.com/lyft/linty_fresh
```
-- [PyPi](https://pypi.org/project/linty-fresh) (π₯ 45 / month Β· β±οΈ 12.12.2018):
+- [PyPi](https://pypi.org/project/linty-fresh) (π₯ 34 / month):
```
pip install linty-fresh
```
Show 13 hidden projects...
+Show 11 hidden projects...
-- flake8 (π₯37 Β· β 2.9K Β· π) - Flake8 is a wrapper around these tools: PyFlakes;.. βUnlicensed
-- parso (π₯29 Β· β 540) - A Python Parser. βUnlicensed
- darglint (π₯28 Β· β 480 Β· π) - A python documentation linter which checks that the docstring.. MIT
- coala (π₯27 Β· β 3.5K Β· π) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
- pep8-naming (π₯27 Β· β 460) - Naming Convention checker for Python. βοΈSaxpath
- data-science-types (π₯26 Β· β 200 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
- flake8-commas (π₯25 Β· β 130 Β· π) - Flake8 extension for enforcing trailing commas in python. MIT βUnlicensed
-- flake8-mypy (π₯19 Β· β 100 Β· π) - A plugin for flake8 integrating Mypy. MIT MIT
+- Fixit (π₯22 Β· β 410) - Advanced Python linting framework with auto-fixes and hierarchical.. βUnlicensed
+- flake8-mypy (π₯17 Β· β 100 Β· π) - A plugin for flake8 integrating Mypy. MIT MIT MIT
-- yala (π₯15 Β· β 14) - Yet Another Linter Aggregator. MIT MIT
+- yala (π₯14 Β· β 14) - Yet Another Linter Aggregator. MIT MIT
@@ -503,78 +533,66 @@ This curated list contains 270 awesome open-source projects with a total of 840K
-mypy (π₯46 Β· β 16K Β· π) - Optional static typing for Python. MIT
-
-- [GitHub](https://github.com/python/mypy) (π¨βπ» 660 Β· π 2.6K Β· π¦ 190K Β· π 9.3K - 28% open Β· β±οΈ 29.06.2023):
-
- ```
- git clone https://github.com/python/mypy
- ```
-- [PyPi](https://pypi.org/project/mypy) (π₯ 15M / month Β· π¦ 7.9K Β· β±οΈ 06.06.2022):
- ```
- pip install mypy
- ```
-- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 3.1M Β· β±οΈ 26.06.2023):
- ```
- conda install -c conda-forge mypy
- ```
-pyright (π₯37 Β· β 11K) - Static Type Checker for Python. MIT
-- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 95 Β· π 1.1K Β· π₯ 550 Β· π¦ 530 Β· π 4.2K - 0% open Β· β±οΈ 28.06.2023):
+- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 95 Β· π 1.1K Β· π₯ 580 Β· π¦ 550 Β· π 4.2K - 0% open Β· β±οΈ 30.06.2023):
```
git clone https://github.com/Microsoft/pyright
```
-- [npm](https://www.npmjs.com/package/pyright) (π₯ 610K / month Β· π¦ 10 Β· β±οΈ 26.06.2023):
+- [npm](https://www.npmjs.com/package/pyright) (π₯ 580K / month Β· π¦ 10 Β· β±οΈ 26.06.2023):
```
npm install pyright
```
pyre-check (π₯35 Β· β 6.4K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 250 Β· π 410 Β· π 380 - 36% open Β· β±οΈ 29.06.2023):
+- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 250 Β· π 410 Β· π 380 - 36% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pyre-check) (π₯ 63K / month Β· π¦ 48 Β· β±οΈ 08.11.2022):
+- [PyPi](https://pypi.org/project/pyre-check) (π₯ 64K / month Β· π¦ 48 Β· β±οΈ 08.11.2022):
```
pip install pyre-check
```
typeguard (π₯35 Β· β 1.2K Β· π) - Run-time type checker for Python. MIT
+typeguard (π₯35 Β· β 1.2K) - Run-time type checker for Python. MIT
- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 30 Β· π 93 Β· π¦ 16K Β· π 270 - 5% open Β· β±οΈ 20.06.2023):
```
git clone https://github.com/agronholm/typeguard
```
-- [PyPi](https://pypi.org/project/typeguard) (π₯ 10M / month Β· π¦ 1.4K Β· β±οΈ 17.10.2020):
+- [PyPi](https://pypi.org/project/typeguard) (π₯ 9.7M / month Β· π¦ 1.4K Β· β±οΈ 17.10.2020):
```
pip install typeguard
```
-- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 310K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 320K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge typeguard
```
pytype (π₯32 Β· β 4.3K) - A static type analyzer for Python code. Apache-2
-- [GitHub](https://github.com/google/pytype) (π¨βπ» 93 Β· π 270 Β· π 630 - 20% open Β· β±οΈ 17.06.2023):
+- [GitHub](https://github.com/google/pytype) (π¨βπ» 93 Β· π 270 Β· π 630 - 20% open Β· β±οΈ 30.06.2023):
```
git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/pytype) (π₯ 210K / month Β· π¦ 120 Β· β±οΈ 31.01.2023):
+- [PyPi](https://pypi.org/project/pytype) (π₯ 190K / month Β· π¦ 120 Β· β±οΈ 31.01.2023):
```
pip install pytype
```
-- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 160K Β· β±οΈ 17.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 170K Β· β±οΈ 17.06.2023):
```
conda install -c conda-forge pytype
```
Show 1 hidden projects...
+
+- mypy (π₯42 Β· β 16K Β· π) - Optional static typing for Python. βUnlicensed
+
## Code Formatters
@@ -583,7 +601,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
black (π₯44 Β· β 33K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (π¨βπ» 380 Β· π 2.1K Β· π₯ 43K Β· π¦ 390K Β· π 2.3K - 17% open Β· β±οΈ 28.06.2023):
+- [GitHub](https://github.com/psf/black) (π¨βπ» 380 Β· π 2.1K Β· π₯ 46K Β· π¦ 390K Β· π 2.4K - 16% open Β· β±οΈ 05.07.2023):
```
git clone https://github.com/psf/black
@@ -599,7 +617,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
yapf (π₯41 Β· β 13K) - A formatter for Python files. Apache-2
-- [GitHub](https://github.com/google/yapf) (π¨βπ» 150 Β· π 900 Β· π¦ 79K Β· π 810 - 45% open Β· β±οΈ 26.06.2023):
+- [GitHub](https://github.com/google/yapf) (π¨βπ» 150 Β· π 900 Β· π¦ 80K Β· π 810 - 45% open Β· β±οΈ 26.06.2023):
```
git clone https://github.com/google/yapf
@@ -613,9 +631,9 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge yapf
```
isort (π₯40 Β· β 5.9K) - A Python utility / library to sort imports. MIT
+isort (π₯39 Β· β 5.9K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 280 Β· π 540 Β· π¦ 400K Β· π 1.2K - 13% open Β· β±οΈ 25.05.2023):
+- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 280 Β· π 540 Β· π¦ 400K Β· π 1.2K - 13% open Β· β±οΈ 29.06.2023):
```
git clone https://github.com/PyCQA/isort
@@ -624,7 +642,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install isort
```
-- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 4.9M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 5M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge isort
```
@@ -636,7 +654,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/hhatto/autopep8
```
-- [PyPi](https://pypi.org/project/autopep8) (π₯ 3.5M / month Β· π¦ 5.8K Β· β±οΈ 28.10.2022):
+- [PyPi](https://pypi.org/project/autopep8) (π₯ 3.3M / month Β· π¦ 5.8K Β· β±οΈ 28.10.2022):
```
pip install autopep8
```
@@ -647,35 +665,35 @@ This curated list contains 270 awesome open-source projects with a total of 840K
docformatter (π₯29 Β· β 420) - Formats docstrings to follow PEP 257. MIT
-- [GitHub](https://github.com/PyCQA/docformatter) (π¨βπ» 26 Β· π 55 Β· π₯ 3 Β· π¦ 2.9K Β· π 130 - 8% open Β· β±οΈ 23.06.2023):
+- [GitHub](https://github.com/PyCQA/docformatter) (π¨βπ» 27 Β· π 55 Β· π₯ 3 Β· π¦ 3K Β· π 140 - 8% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (π₯ 350K / month Β· π¦ 130 Β· β±οΈ 27.12.2020):
+- [PyPi](https://pypi.org/project/docformatter) (π₯ 340K / month Β· π¦ 130 Β· β±οΈ 27.12.2020):
```
pip install docformatter
```
-- [Conda](https://anaconda.org/conda-forge/docformatter) (π₯ 73K Β· β±οΈ 26.06.2023):
+- [Conda](https://anaconda.org/conda-forge/docformatter) (π₯ 75K Β· β±οΈ 26.06.2023):
```
conda install -c conda-forge docformatter
```
autoimport (π₯14 Β· β 71) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
+autoimport (π₯18 Β· β 71) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
-- [GitHub](https://github.com/lyz-code/autoimport) (π¨βπ» 13 Β· π 14 Β· π¦ 110 Β· π 38 - 21% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/lyz-code/autoimport) (π¨βπ» 13 Β· π 21 Β· π¦ 110 Β· π 38 - 21% open Β· β±οΈ 27.06.2023):
```
git clone https://github.com/lyz-code/autoimport
```
-- [PyPi](https://pypi.org/project/autoimport) (π₯ 3.4K / month):
+- [PyPi](https://pypi.org/project/autoimport) (π₯ 3.3K / month Β· π¦ 5 Β· β±οΈ 08.02.2023):
```
pip install autoimport
```
Show 1 hidden projects...
-- pyformat (π₯19 Β· β 93 Β· π) - Formats Python code to follow a consistent style. βοΈSaxpath
+- pyformat (π₯16 Β· β 93 Β· π) - Formats Python code to follow a consistent style. βUnlicensed
@@ -683,6 +701,22 @@ This curated list contains 270 awesome open-source projects with a total of 840K
+jedi (π₯40 Β· β 5.5K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
+
+- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 160 Β· π 500 Β· π¦ 320K Β· π 1.4K - 4% open Β· β±οΈ 22.06.2023):
+
+ ```
+ git clone https://github.com/davidhalter/jedi
+ ```
+- [PyPi](https://pypi.org/project/jedi) (π₯ 19M / month Β· π¦ 8.4K Β· β±οΈ 17.11.2021):
+ ```
+ pip install jedi
+ ```
+- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 17M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge jedi
+ ```
+rope (π₯35 Β· β 1.6K) - a python refactoring library. βοΈLGPL-3.0
- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 77 Β· π 160 Β· π¦ 65K Β· π 310 - 25% open Β· β±οΈ 29.06.2023):
@@ -690,16 +724,32 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (π₯ 730K / month Β· π¦ 1.6K Β· β±οΈ 22.06.2022):
+- [PyPi](https://pypi.org/project/rope) (π₯ 740K / month Β· π¦ 1.6K Β· β±οΈ 22.06.2022):
```
pip install rope
```
-- [Conda](https://anaconda.org/conda-forge/rope) (π₯ 1.2M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/rope) (π₯ 1.2M Β· β±οΈ 29.06.2023):
```
conda install -c conda-forge rope
```
vulture (π₯31 Β· β 2.6K) - Find dead Python code. MIT
+pyupgrade (π₯31 Β· β 2.7K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+
+- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 34 Β· π 160 Β· π 380 - 4% open Β· β±οΈ 03.07.2023):
+
+ ```
+ git clone https://github.com/asottile/pyupgrade
+ ```
+- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 390K / month Β· π¦ 110 Β· β±οΈ 06.12.2022):
+ ```
+ pip install pyupgrade
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 560K Β· β±οΈ 01.07.2023):
+ ```
+ conda install -c conda-forge pyupgrade
+ ```
+vulture (π₯30 Β· β 2.6K) - Find dead Python code. MIT
- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 35 Β· π 120 Β· π¦ 3.9K Β· π 180 - 8% open Β· β±οΈ 27.02.2023):
@@ -717,12 +767,12 @@ This curated list contains 270 awesome open-source projects with a total of 840K
autoflake (π₯28 Β· β 780) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 37 Β· π 77 Β· π 100 - 34% open Β· β±οΈ 25.06.2023):
+- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 37 Β· π 77 Β· π 110 - 34% open Β· β±οΈ 03.07.2023):
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (π₯ 1.6M / month Β· π¦ 670 Β· β±οΈ 01.09.2022):
+- [PyPi](https://pypi.org/project/autoflake) (π₯ 1.5M / month Β· π¦ 680 Β· β±οΈ 01.09.2022):
```
pip install autoflake
```
@@ -731,20 +781,20 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge autoflake
```
pyupgrade (π₯25 Β· β 2.7K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+MonkeyType (π₯26 Β· β 4.3K) - A Python library that generates static type annotations by.. BSD-3
-- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 34 Β· π 150 Β· π 380 - 3% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 45 Β· π 160 Β· π 160 - 21% open Β· β±οΈ 23.05.2023):
```
- git clone https://github.com/asottile/pyupgrade
+ git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 380K / month):
+- [PyPi](https://pypi.org/project/monkeytype) (π₯ 67K / month Β· π¦ 26 Β· β±οΈ 18.02.2022):
```
- pip install pyupgrade
+ pip install monkeytype
```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 560K Β· β±οΈ 18.06.2023):
+- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 52K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge pyupgrade
+ conda install -c conda-forge monkeytype
```
Bowler (π₯25 Β· β 1.5K) - Safe code refactoring for modern Python. MIT
@@ -754,7 +804,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/facebookincubator/Bowler
```
-- [PyPi](https://pypi.org/project/bowler) (π₯ 99K / month Β· π¦ 11 Β· β±οΈ 17.09.2020):
+- [PyPi](https://pypi.org/project/bowler) (π₯ 97K / month Β· π¦ 11 Β· β±οΈ 17.09.2020):
```
pip install bowler
```
@@ -763,26 +813,26 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge bowler
```
unimport (π₯20 Β· β 220) - The ultimate linter and formatter for removing unused import statements.. MIT
+unimport (π₯19 Β· β 230) - The ultimate linter and formatter for removing unused import statements.. MIT
-- [GitHub](https://github.com/hakancelikdev/unimport) (π¨βπ» 15 Β· π 21 Β· π 110 - 10% open Β· β±οΈ 31.05.2023):
+- [GitHub](https://github.com/hakancelikdev/unimport) (π¨βπ» 15 Β· π 21 Β· π 110 - 10% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/unimport) (π₯ 14K / month):
+- [PyPi](https://pypi.org/project/unimport) (π₯ 13K / month):
```
pip install unimport
```
add-trailing-comma (π₯17 Β· β 300) - A tool (and pre-commit hook) to automatically add trailing.. MIT
-- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 18 Β· π 51 - 1% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 18 Β· π 51 - 1% open Β· β±οΈ 04.07.2023):
```
git clone https://github.com/asottile/add-trailing-comma
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 22K / month):
+- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 21K / month):
```
pip install add-trailing-comma
```
@@ -794,19 +844,19 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/ilevkivskyi/com2ann
```
-- [PyPi](https://pypi.org/project/com2ann) (π₯ 16K / month):
+- [PyPi](https://pypi.org/project/com2ann) (π₯ 17K / month):
```
pip install com2ann
```
retype (π₯14 Β· β 130 Β· π€) - Re-apply type annotations from .pyi stubs to your codebase. MIT
+retype (π₯13 Β· β 130 Β· π€) - Re-apply type annotations from .pyi stubs to your codebase. MIT
- [GitHub](https://github.com/ambv/retype) (π¨βπ» 9 Β· π 17 Β· β±οΈ 14.08.2022):
```
git clone https://github.com/ambv/retype
```
-- [PyPi](https://pypi.org/project/retype) (π₯ 750 / month):
+- [PyPi](https://pypi.org/project/retype) (π₯ 720 / month):
```
pip install retype
```
@@ -815,15 +865,13 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge retype
```
Show 9 hidden projects...
+Show 7 hidden projects...
-- jedi (π₯37 Β· β 5.4K) - Awesome autocompletion, static analysis and refactoring library for.. βUnlicensed
- eradicate (π₯25 Β· β 180) - Removes commented-out code from Python files. βUnlicensed
-- redbaron (π₯23 Β· β 670 Β· π) - Bottom-up approach to refactoring in python. βUnlicensed
+- redbaron (π₯24 Β· β 670 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
- baron (π₯22 Β· β 280 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
-- MonkeyType (π₯20 Β· β 4.3K) - A Python library that generates static type annotations by.. βUnlicensed
-- pyannotate (π₯19 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations. Apache-2
-- unify (π₯19 Β· β 81 Β· π) - Modifies strings to all use the same quote where possible. MIT
+- pyannotate (π₯21 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations. Apache-2
+- unify (π₯19 Β· β 82 Β· π) - Modifies strings to all use the same quote where possible. MIT
- pep8ify (π₯14 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
- massedit (π₯13 Β· β 110 Β· π) - Programmatically edit text files with Python. Useful for source to.. MIT
bandit (π₯37 Β· β 5.3K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 170 Β· π 520 Β· π₯ 710 Β· π¦ 42K Β· π 610 - 26% open Β· β±οΈ 15.06.2023):
+- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 170 Β· π 520 Β· π₯ 710 Β· π¦ 43K Β· π 610 - 26% open Β· β±οΈ 29.06.2023):
```
git clone https://github.com/PyCQA/bandit
@@ -844,23 +892,35 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install bandit
```
-- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 240K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 250K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge bandit
```
safety (π₯26 Β· β 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
+sqlmap (π₯32 Β· β 27K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
+
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 130 Β· π 5.3K Β· π 5K - 1% open Β· β±οΈ 06.07.2023):
+
+ ```
+ git clone https://github.com/sqlmapproject/sqlmap
+ ```
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 8.6K / month Β· π¦ 7 Β· β±οΈ 03.06.2022):
+ ```
+ pip install sqlmap
+ ```
+safety (π₯28 Β· β 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
-- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 41 Β· π 120 Β· π₯ 350K Β· π¦ 19 Β· π 170 - 30% open Β· β±οΈ 29.05.2023):
+- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 41 Β· π 130 Β· π₯ 350K Β· π¦ 21 Β· π 180 - 34% open Β· β±οΈ 29.05.2023):
```
git clone https://github.com/pyupio/safety
```
-- [PyPi](https://pypi.org/project/safety) (π₯ 1M / month):
+- [PyPi](https://pypi.org/project/safety) (π₯ 990K / month Β· π¦ 390 Β· β±οΈ 04.10.2022):
```
pip install safety
```
-- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 69K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 70K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge safety
```
@@ -877,27 +937,26 @@ This curated list contains 270 awesome open-source projects with a total of 840K
pip install detect-secrets
```
dlint (π₯16 Β· β 150) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
+dlint (π₯21 Β· β 150) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
-- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 16 Β· π 16 Β· π 43 - 51% open Β· β±οΈ 10.04.2023):
+- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 16 Β· π 16 Β· π 45 - 53% open Β· β±οΈ 10.04.2023):
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (π₯ 120K / month):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 120K / month Β· π¦ 49 Β· β±οΈ 09.08.2022):
```
pip install dlint
```
-- [Conda](https://anaconda.org/conda-forge/dlint) (π₯ 3K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/dlint) (π₯ 3.1K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge dlint
```
Show 4 hidden projects...
+Show 3 hidden projects...
- pyarmor (π₯35 Β· β 2.3K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
-- sqlmap (π₯29 Β· β 27K) - Automatic SQL injection and database takeover tool. βUnlicensed
-- pyt (π₯22 Β· β 2.1K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
+- pyt (π₯23 Β· β 2.1K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
- dodgy (π₯21 Β· β 110 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
@@ -908,7 +967,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
pipenv (π₯45 Β· β 24K) - Python Development Workflow for Humans. MIT
-- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 470 Β· π 1.9K Β· π¦ 91K Β· π 4K - 4% open Β· β±οΈ 26.06.2023):
+- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 470 Β· π 1.9K Β· π¦ 93K Β· π 4K - 4% open Β· β±οΈ 05.07.2023):
```
git clone https://github.com/pypa/pipenv
@@ -917,14 +976,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install pipenv
```
-- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 110K Β· β±οΈ 26.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 110K Β· β±οΈ 05.07.2023):
```
conda install -c conda-forge pipenv
```
virtualenv (π₯41 Β· β 4.5K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 260 Β· π 1K Β· π¦ 280K Β· π 1.4K - 5% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 260 Β· π 1K Β· π¦ 280K Β· π 1.4K - 5% open Β· β±οΈ 03.07.2023):
```
git clone https://github.com/pypa/virtualenv
@@ -940,7 +999,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
nodeenv (π₯34 Β· β 1.6K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3
-- [GitHub](https://github.com/ekalinin/nodeenv) (π¨βπ» 91 Β· π 180 Β· π¦ 50K Β· π 180 - 27% open Β· β±οΈ 12.05.2023):
+- [GitHub](https://github.com/ekalinin/nodeenv) (π¨βπ» 91 Β· π 180 Β· π¦ 51K Β· π 180 - 27% open Β· β±οΈ 12.05.2023):
```
git clone https://github.com/ekalinin/nodeenv
@@ -949,24 +1008,24 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install nodeenv
```
-- [Conda](https://anaconda.org/conda-forge/nodeenv) (π₯ 2.7M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/nodeenv) (π₯ 2.8M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge nodeenv
```
pyenv (π₯33 Β· β 32K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 420 Β· π 2.8K Β· π 1.6K - 1% open Β· β±οΈ 21.06.2023):
+- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 420 Β· π 2.8K Β· π 1.6K - 1% open Β· β±οΈ 02.07.2023):
```
git clone https://github.com/pyenv/pyenv
```
-- [PyPi](https://pypi.org/project/pyenv) (π₯ 10K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
+- [PyPi](https://pypi.org/project/pyenv) (π₯ 9.9K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
```
pip install pyenv
```
pyenv-virtualenv (π₯21 Β· β 5.6K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
+pyenv-virtualenv (π₯20 Β· β 5.6K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 58 Β· π 370 Β· π 330 - 32% open Β· β±οΈ 26.06.2023):
@@ -982,9 +1041,9 @@ This curated list contains 270 awesome open-source projects with a total of 840K
git clone https://github.com/spotify/dh-virtualenv
```
pyenv-installer (π₯16 Β· β 3.6K) - This tool is used to install `pyenv` and friends. MIT
+pyenv-installer (π₯16 Β· β 3.7K) - This tool is used to install `pyenv` and friends. MIT
-- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 39 Β· π 400 Β· π 77 - 7% open Β· β±οΈ 10.06.2023):
+- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 39 Β· π 390 Β· π 76 - 6% open Β· β±οΈ 10.06.2023):
```
git clone https://github.com/pyenv/pyenv-installer
@@ -992,12 +1051,12 @@ This curated list contains 270 awesome open-source projects with a total of 840K
freshenv (π₯13 Β· β 170 Β· π€) - Provision, share, manage local and cloud developer environments. MPL-2.0
-- [GitHub](https://github.com/raiyanyahya/freshenv) (π¨βπ» 3 Β· π 3 Β· β±οΈ 06.11.2022):
+- [GitHub](https://github.com/raiyanyahya/freshenv) (π¨βπ» 3 Β· π 3 Β· π 5 - 40% open Β· β±οΈ 06.11.2022):
```
git clone https://github.com/raiyanyahya/freshenv
```
-- [PyPi](https://pypi.org/project/freshenv) (π₯ 340 / month):
+- [PyPi](https://pypi.org/project/freshenv) (π₯ 330 / month Β· β±οΈ 06.11.2022):
```
pip install freshenv
```
@@ -1009,7 +1068,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
Show 2 hidden projects...
- vex (π₯16 Β· β 370 Β· π) - Run a command in the named virtualenv. MIT
-- pipenv-pipes (π₯12 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
+- pipenv-pipes (π₯10 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
@@ -1019,7 +1078,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
pip (π₯44 Β· β 8.8K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (π¨βπ» 730 Β· π 2.8K Β· π¦ 140K Β· π 6.8K - 13% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/pypa/pip) (π¨βπ» 740 Β· π 2.8K Β· π¦ 140K Β· π 6.8K - 13% open Β· β±οΈ 05.07.2023):
```
git clone https://github.com/pypa/pip
@@ -1033,113 +1092,128 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge pip
```
pip-tools (π₯39 Β· β 6.9K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
+conda (π₯43 Β· β 5.5K) - A system-level, binary package and environment manager running on all.. BSD-3
-- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 190 Β· π 510 Β· π¦ 21K Β· π 950 - 13% open Β· β±οΈ 28.06.2023):
+- [GitHub](https://github.com/conda/conda) (π¨βπ» 430 Β· π 1.4K Β· π¦ 42K Β· π 9.2K - 8% open Β· β±οΈ 05.07.2023):
```
- git clone https://github.com/jazzband/pip-tools
+ git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/pip-tools) (π₯ 8.4M / month):
+- [PyPi](https://pypi.org/project/conda) (π₯ 75K / month Β· π¦ 1.1K Β· β±οΈ 16.09.2016):
```
- pip install pip-tools
+ pip install conda
```
-- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 96K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 44M Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge pip-tools
+ conda install -c conda-forge conda
```
poetry (π₯36 Β· β 26K) - Python packaging and dependency management made easy. MIT
+poetry (π₯40 Β· β 26K) - Python packaging and dependency management made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 460 Β· π 1.9K Β· π₯ 15M Β· π 5K - 10% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 470 Β· π 2K Β· π₯ 15M Β· π 5.1K - 11% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 13M / month):
+- [PyPi](https://pypi.org/project/poetry) (π₯ 13M / month Β· π¦ 260 Β· β±οΈ 06.06.2022):
```
pip install poetry
```
-- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 910K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 920K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge poetry
```
pip-tools (π₯39 Β· β 6.9K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
+
+- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 190 Β· π 500 Β· π¦ 21K Β· π 950 - 13% open Β· β±οΈ 04.07.2023):
+
+ ```
+ git clone https://github.com/jazzband/pip-tools
+ ```
+- [PyPi](https://pypi.org/project/pip-tools) (π₯ 8.2M / month):
+ ```
+ pip install pip-tools
+ ```
+- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 98K Β· β±οΈ 01.07.2023):
+ ```
+ conda install -c conda-forge pip-tools
+ ```
+pipreqs (π₯34 Β· β 5.2K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
-- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 59 Β· π 340 Β· π¦ 20K Β· π 230 - 57% open Β· β±οΈ 14.04.2023):
+- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 59 Β· π 340 Β· π¦ 21K Β· π 260 - 62% open Β· β±οΈ 14.04.2023):
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (π₯ 1.5M / month):
+- [PyPi](https://pypi.org/project/pipreqs) (π₯ 1.1M / month Β· π¦ 360 Β· β±οΈ 23.10.2021):
```
pip install pipreqs
```
-- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 37K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 38K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge pipreqs
```
pipx (π₯33 Β· β 6.6K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 95 Β· π 300 Β· π₯ 2.3K Β· π¦ 1.3K Β· π 580 - 23% open Β· β±οΈ 29.06.2023):
+- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 97 Β· π 300 Β· π₯ 2.7K Β· π¦ 1.3K Β· π 580 - 23% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/pypa/pipx
```
-- [PyPi](https://pypi.org/project/pipx) (π₯ 1.2M / month Β· π¦ 14 Β· β±οΈ 17.10.2020):
+- [PyPi](https://pypi.org/project/pipx) (π₯ 1.2M / month Β· π¦ 15 Β· β±οΈ 17.10.2020):
```
pip install pipx
```
-- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 28K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 29K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge pipx
```
PDM (π₯33 Β· β 4.8K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
-- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 120 Β· π 230 Β· π₯ 4 Β· π¦ 150 Β· π 1.1K - 2% open Β· β±οΈ 29.06.2023):
+- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 120 Β· π 230 Β· π₯ 4 Β· π¦ 150 Β· π 1.1K - 2% open Β· β±οΈ 05.07.2023):
```
git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pdm) (π₯ 250K / month):
+- [PyPi](https://pypi.org/project/pdm) (π₯ 250K / month Β· π¦ 36 Β· β±οΈ 20.10.2020):
```
pip install pdm
```
-- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 150K Β· β±οΈ 13.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 160K Β· β±οΈ 13.06.2023):
```
conda install -c conda-forge pdm
```
mamba (π₯28 Β· β 4.8K) - The Fast Cross-Platform Package Manager. BSD-3
+mamba (π₯28 Β· β 4.9K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 130 Β· π 280 Β· π 1.4K - 35% open Β· β±οΈ 29.06.2023):
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 130 Β· π 290 Β· π 1.4K - 37% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 7.9M Β· β±οΈ 27.06.2023):
+- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 8M Β· β±οΈ 06.07.2023):
```
conda install -c conda-forge mamba
```
pip-run (π₯20 Β· β 85) - pip-run - dynamic dependency loader for Python. MIT
+pip-run (π₯19 Β· β 85) - pip-run - dynamic dependency loader for Python. MIT
-- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 16 Β· π 15 Β· π 59 - 1% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 16 Β· π 13 Β· π 60 - 3% open Β· β±οΈ 05.07.2023):
```
git clone https://github.com/jaraco/pip-run
```
-- [PyPi](https://pypi.org/project/pip-run) (π₯ 4.5K / month Β· π¦ 3 Β· β±οΈ 06.07.2022):
+- [PyPi](https://pypi.org/project/pip-run) (π₯ 4.4K / month):
```
pip install pip-run
```
Show 3 hidden projects...
+Show 2 hidden projects...
-- conda (π₯41 Β· β 5.5K) - A system-level, binary package and environment manager running on.. βUnlicensed
- dephell (π₯25 Β· β 1.8K Β· π) - Python project management. Manage packages: convert between formats,.. MIT
- pyflow (π₯22 Β· β 1.3K Β· π) - An installation and dependency system for Python. MIT
prospector (π₯34 Β· β 1.8K) - Inspects Python source files and provides information about.. βοΈGPL-2.0
-- [GitHub](https://github.com/landscapeio/prospector) (π¨βπ» 89 Β· π 170 Β· π¦ 4.3K Β· π 360 - 14% open Β· β±οΈ 20.06.2023):
+- [GitHub](https://github.com/landscapeio/prospector) (π¨βπ» 89 Β· π 170 Β· π¦ 4.4K Β· π 360 - 14% open Β· β±οΈ 20.06.2023):
```
git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/prospector) (π₯ 740K / month Β· π¦ 680 Β· β±οΈ 18.03.2022):
+- [PyPi](https://pypi.org/project/prospector) (π₯ 710K / month Β· π¦ 680 Β· β±οΈ 18.03.2022):
```
pip install prospector
```
-- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 77K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 78K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge prospector
```
@@ -1172,11 +1246,11 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/PyCQA/mccabe
```
-- [PyPi](https://pypi.org/project/mccabe) (π₯ 28M / month Β· π¦ 16K Β· β±οΈ 24.01.2022):
+- [PyPi](https://pypi.org/project/mccabe) (π₯ 27M / month Β· π¦ 16K Β· β±οΈ 24.01.2022):
```
pip install mccabe
```
-- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 6.9M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 7M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge mccabe
```
@@ -1188,18 +1262,18 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/rubik/radon
```
-- [PyPi](https://pypi.org/project/radon) (π₯ 420K / month Β· π¦ 620 Β· β±οΈ 28.01.2020):
+- [PyPi](https://pypi.org/project/radon) (π₯ 400K / month Β· π¦ 620 Β· β±οΈ 28.01.2020):
```
pip install radon
```
-- [Conda](https://anaconda.org/conda-forge/radon) (π₯ 60K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/radon) (π₯ 61K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge radon
```
wily (π₯25 Β· β 1.1K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
+wily (π₯26 Β· β 1.1K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
-- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 23 Β· π 55 Β· π¦ 180 Β· π 92 - 34% open Β· β±οΈ 13.03.2023):
+- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 24 Β· π 56 Β· π¦ 190 Β· π 95 - 35% open Β· β±οΈ 05.07.2023):
```
git clone https://github.com/tonybaloney/wily
@@ -1220,7 +1294,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install xenon
```
-- [Conda](https://anaconda.org/conda-forge/xenon) (π₯ 20K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/xenon) (π₯ 21K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge xenon
```
@@ -1232,7 +1306,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/mschwager/cohesion
```
-- [PyPi](https://pypi.org/project/cohesion) (π₯ 6K / month Β· π¦ 11 Β· β±οΈ 10.07.2019):
+- [PyPi](https://pypi.org/project/cohesion) (π₯ 6.4K / month Β· π¦ 11 Β· β±οΈ 10.07.2019):
```
pip install cohesion
```
@@ -1249,16 +1323,16 @@ This curated list contains 270 awesome open-source projects with a total of 840K
rich (π₯43 Β· β 44K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 220 Β· π 1.5K Β· π¦ 100K Β· π 1.1K - 10% open Β· β±οΈ 21.06.2023):
+- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 220 Β· π 1.6K Β· π¦ 100K Β· π 1.2K - 14% open Β· β±οΈ 03.07.2023):
```
git clone https://github.com/Textualize/rich
```
-- [PyPi](https://pypi.org/project/rich) (π₯ 25M / month):
+- [PyPi](https://pypi.org/project/rich) (π₯ 25M / month Β· π¦ 4.3K Β· β±οΈ 24.05.2022):
```
pip install rich
```
-- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 4.2M Β· β±οΈ 12.06.2023):
+- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 4.3M Β· β±οΈ 12.06.2023):
```
conda install -c conda-forge rich
```
@@ -1270,7 +1344,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (π₯ 57M / month Β· π¦ 26K Β· β±οΈ 11.01.2019):
+- [PyPi](https://pypi.org/project/tqdm) (π₯ 56M / month Β· π¦ 26K Β· β±οΈ 11.01.2019):
```
pip install tqdm
```
@@ -1285,71 +1359,71 @@ This curated list contains 270 awesome open-source projects with a total of 840K
sentry-sdk (π₯39 Β· β 1.6K) - The official Python SDK for Sentry.io. MIT
-- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 180 Β· π 380 Β· π₯ 3.6K Β· π¦ 46K Β· π 940 - 19% open Β· β±οΈ 29.06.2023):
+- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 180 Β· π 390 Β· π₯ 3.6K Β· π¦ 46K Β· π 970 - 19% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 16M / month):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 16M / month Β· π¦ 320 Β· β±οΈ 27.02.2023):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 500K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 510K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge sentry-sdk
```
loguru (π₯37 Β· β 15K) - Python logging made (stupidly) simple. MIT
-- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 43 Β· π 610 Β· π¦ 56K Β· π 790 - 13% open Β· β±οΈ 02.06.2023):
+- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 43 Β· π 610 Β· π¦ 57K Β· π 790 - 13% open Β· β±οΈ 03.07.2023):
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (π₯ 8.8M / month):
+- [PyPi](https://pypi.org/project/loguru) (π₯ 7.6M / month Β· π¦ 2.5K Β· β±οΈ 20.09.2020):
```
pip install loguru
```
-- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 1.3M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 1.4M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge loguru
```
python-json-logger (π₯34 Β· β 1.5K) - Json Formatter for the standard python logger. BSD-2
-- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 63 Β· π 210 Β· π¦ 55K Β· π 94 - 5% open Β· β±οΈ 28.02.2023):
+- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 63 Β· π 210 Β· π¦ 55K Β· π 98 - 9% open Β· β±οΈ 28.02.2023):
```
git clone https://github.com/madzak/python-json-logger
```
-- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 16M / month):
+- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 17M / month Β· π¦ 800 Β· β±οΈ 11.07.2022):
```
pip install python-json-logger
```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 4.4M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 4.5M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge python-json-logger
```
tabulate (π₯32 Β· β 1.7K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+tabulate (π₯33 Β· β 1.7K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 84 Β· π 130 Β· π¦ 130K Β· π 190 - 30% open Β· β±οΈ 30.04.2023):
+- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 84 Β· π 140 Β· π¦ 130K Β· π 200 - 35% open Β· β±οΈ 30.04.2023):
```
git clone https://github.com/astanin/python-tabulate
```
-- [PyPi](https://pypi.org/project/tabulate) (π₯ 48M / month):
+- [PyPi](https://pypi.org/project/tabulate) (π₯ 48M / month Β· π¦ 7.7K Β· β±οΈ 21.06.2022):
```
pip install tabulate
```
-- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 5.1M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 5.2M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge tabulate
```
progressbar2 (π₯32 Β· β 820) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-- [GitHub](https://github.com/wolph/python-progressbar) (π¨βπ» 42 Β· π 97 Β· π₯ 2K Β· π¦ 29K Β· π 210 - 5% open Β· β±οΈ 18.03.2023):
+- [GitHub](https://github.com/wolph/python-progressbar) (π¨βπ» 42 Β· π 97 Β· π₯ 2K Β· π¦ 30K Β· π 210 - 5% open Β· β±οΈ 18.03.2023):
```
git clone https://github.com/WoLpH/python-progressbar
@@ -1379,14 +1453,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge alive-progress
```
colorlog (π₯30 Β· β 810 Β· π€) - A colored formatter for the python logging module. MIT
+colorlog (π₯31 Β· β 810 Β· π€) - A colored formatter for the python logging module. MIT
-- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 30 Β· π 81 Β· π¦ 26K Β· π 74 - 1% open Β· β±οΈ 29.08.2022):
+- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 30 Β· π 84 Β· π¦ 27K Β· π 76 - 3% open Β· β±οΈ 29.08.2022):
```
git clone https://github.com/borntyping/python-colorlog
```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 7.1M / month):
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 6.9M / month Β· π¦ 2.6K Β· β±οΈ 17.04.2018):
```
pip install colorlog
```
@@ -1397,12 +1471,12 @@ This curated list contains 270 awesome open-source projects with a total of 840K
wasabi (π₯29 Β· β 420) - A lightweight console printing and formatting toolkit. MIT
-- [GitHub](https://github.com/explosion/wasabi) (π¨βπ» 13 Β· π 25 Β· π¦ 30K Β· π 9 - 44% open Β· β±οΈ 07.06.2023):
+- [GitHub](https://github.com/explosion/wasabi) (π¨βπ» 13 Β· π 26 Β· π¦ 30K Β· π 9 - 44% open Β· β±οΈ 07.06.2023):
```
git clone https://github.com/ines/wasabi
```
-- [PyPi](https://pypi.org/project/wasabi) (π₯ 4M / month):
+- [PyPi](https://pypi.org/project/wasabi) (π₯ 3.8M / month Β· π¦ 310 Β· β±οΈ 28.07.2022):
```
pip install wasabi
```
@@ -1413,12 +1487,12 @@ This curated list contains 270 awesome open-source projects with a total of 840K
notifiers (π₯27 Β· β 2.5K Β· π€) - The easy way to send notifications. MIT
-- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 19 Β· π 97 Β· π¦ 1K Β· π 110 - 37% open Β· β±οΈ 14.07.2022):
+- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 19 Β· π 97 Β· π¦ 1K Β· π 99 - 32% open Β· β±οΈ 14.07.2022):
```
git clone https://github.com/liiight/notifiers
```
-- [PyPi](https://pypi.org/project/notifiers) (π₯ 330K / month Β· π¦ 24 Β· β±οΈ 10.02.2022):
+- [PyPi](https://pypi.org/project/notifiers) (π₯ 270K / month):
```
pip install notifiers
```
@@ -1429,12 +1503,12 @@ This curated list contains 270 awesome open-source projects with a total of 840K
stackprinter (π₯25 Β· β 1.2K) - Debugging-friendly exceptions for Python. MIT
-- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 7 Β· π 34 Β· π¦ 270 Β· π 27 - 22% open Β· β±οΈ 20.02.2023):
+- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 7 Β· π 35 Β· π¦ 270 Β· π 28 - 25% open Β· β±οΈ 20.02.2023):
```
git clone https://github.com/cknd/stackprinter
```
-- [PyPi](https://pypi.org/project/stackprinter) (π₯ 410K / month):
+- [PyPi](https://pypi.org/project/stackprinter) (π₯ 420K / month Β· π¦ 27 Β· β±οΈ 24.11.2022):
```
pip install stackprinter
```
@@ -1443,43 +1517,43 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge stackprinter
```
python-devtools (π₯23 Β· β 760) - Dev tools for python. MIT
+better-exceptions (π₯24 Β· β 4.4K) - Pretty and useful exceptions in Python, automatically. MIT
-- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 12 Β· π 36 Β· π¦ 1.5K Β· π 51 - 23% open Β· β±οΈ 23.05.2023):
+- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 17 Β· π 210 Β· π 78 - 41% open Β· β±οΈ 05.01.2023):
```
- git clone https://github.com/samuelcolvin/python-devtools
- ```
-- [PyPi](https://pypi.org/project/python-devtools) (π₯ 740 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
- ```
- pip install python-devtools
+ git clone https://github.com/Qix-/better-exceptions
```
-- [Conda](https://anaconda.org/conda-forge/python-devtools) (π₯ 15K Β· β±οΈ 16.06.2023):
+- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 99K / month Β· π¦ 84 Β· β±οΈ 29.01.2021):
```
- conda install -c conda-forge python-devtools
+ pip install better-exceptions
```
better-exceptions (π₯21 Β· β 4.4K) - Pretty and useful exceptions in Python, automatically. MIT
+python-devtools (π₯22 Β· β 770) - Dev tools for python. MIT
-- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 17 Β· π 200 Β· π 71 - 35% open Β· β±οΈ 05.01.2023):
+- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 12 Β· π 36 Β· π¦ 1.5K Β· π 51 - 23% open Β· β±οΈ 23.05.2023):
```
- git clone https://github.com/Qix-/better-exceptions
+ git clone https://github.com/samuelcolvin/python-devtools
```
-- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 96K / month):
+- [PyPi](https://pypi.org/project/python-devtools) (π₯ 690 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
```
- pip install better-exceptions
+ pip install python-devtools
+ ```
+- [Conda](https://anaconda.org/conda-forge/python-devtools) (π₯ 15K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge python-devtools
```
Show 7 hidden projects...
- structlog (π₯35 Β· β 2.6K) - Simple, powerful, and fast logging for Python. βUnlicensed
- logbook (π₯32 Β· β 1.4K) - A cool logging replacement for Python. βUnlicensed
-- prettytable (π₯30 Β· β 1.1K) - Display tabular data in a visually appealing ASCII table.. βUnlicensed
-- python-coloredlogs (π₯28 Β· β 510 Β· π) - Colored terminal output for Pythons logging module. MIT
+- prettytable (π₯31 Β· β 1.1K) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
+- python-coloredlogs (π₯29 Β· β 510 Β· π) - Colored terminal output for Pythons logging module. MIT
- rebound (π₯26 Β· β 4K Β· π) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT
-- PrettyErrors (π₯23 Β· β 2.6K Β· π) - Prettify Python exception output to make it legible. MIT
-- tbvaccine (π₯16 Β· β 370 Β· π) - A small utility to pretty-print Python tracebacks. MIT
+- PrettyErrors (π₯19 Β· β 2.6K Β· π) - Prettify Python exception output to make it legible. MIT
+- tbvaccine (π₯16 Β· β 360 Β· π) - A small utility to pretty-print Python tracebacks. MIT
@@ -1489,12 +1563,12 @@ This curated list contains 270 awesome open-source projects with a total of 840K
xxh (π₯24 Β· β 4.5K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
-- [GitHub](https://github.com/xxh/xxh) (π¨βπ» 24 Β· π 89 Β· π₯ 1.6K Β· π¦ 75 Β· π 78 - 24% open Β· β±οΈ 21.06.2023):
+- [GitHub](https://github.com/xxh/xxh) (π¨βπ» 24 Β· π 90 Β· π₯ 1.6K Β· π¦ 75 Β· π 78 - 24% open Β· β±οΈ 21.06.2023):
```
git clone https://github.com/xxh/xxh
```
-- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 340 / month Β· β±οΈ 29.09.2022):
+- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 350 / month Β· β±οΈ 29.09.2022):
```
pip install xxh-xxh
```
@@ -1509,32 +1583,16 @@ This curated list contains 270 awesome open-source projects with a total of 840K
-π best-of-mkdocs ( β 300) - Collection of MkDocs projects and plugins.
-
-sphinx (π₯44 Β· β 5.5K) - The Sphinx documentation generator. BSD-3 
+π best-of-mkdocs ( β 320) - Collection of MkDocs projects and plugins.
-- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 780 Β· π 1.9K Β· π¦ 310K Β· π 6.6K - 19% open Β· β±οΈ 15.05.2023):
-
- ```
- git clone https://github.com/sphinx-doc/sphinx
- ```
-- [PyPi](https://pypi.org/project/sphinx) (π₯ 9.4M / month Β· π¦ 61K Β· β±οΈ 02.06.2022):
- ```
- pip install sphinx
- ```
-- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 7.8M Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge sphinx
- ```
-mkdocs (π₯42 Β· β 17K) - Project documentation with Markdown. BSD-2 
-- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 240 Β· π 2.3K Β· π¦ 46K Β· π 1.8K - 6% open Β· β±οΈ 23.06.2023):
+- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 240 Β· π 2.2K Β· π¦ 46K Β· π 1.8K - 5% open Β· β±οΈ 02.07.2023):
```
git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs) (π₯ 1.8M / month Β· π¦ 4.3K Β· β±οΈ 26.03.2022):
+- [PyPi](https://pypi.org/project/mkdocs) (π₯ 1.8M / month):
```
pip install mkdocs
```
@@ -1545,16 +1603,16 @@ This curated list contains 270 awesome open-source projects with a total of 840K
mkdocs-material (π₯41 Β· β 14K) - Documentation that simply works. MIT
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 220 Β· π 3K Β· π¦ 34K Β· π 1.9K - 1% open Β· β±οΈ 29.06.2023):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 220 Β· π 3K Β· π¦ 34K Β· π 1.9K - 1% open Β· β±οΈ 03.07.2023):
```
git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 2.7M / month):
+- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 2.6M / month Β· π¦ 680 Β· β±οΈ 08.11.2022):
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 270K Β· β±οΈ 25.06.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 280K Β· β±οΈ 03.07.2023):
```
conda install -c conda-forge mkdocs-material
```
@@ -1575,7 +1633,19 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge sphinx_rtd_theme
```
alabaster (π₯34 Β· β 700) - Lightweight, configurable Sphinx theme. BSD-3
+pdoc (π₯33 Β· β 1.6K) - API Documentation for Python Projects. Unlicense
+
+- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 53 Β· π 180 Β· π¦ 1.9K Β· π 330 - 5% open Β· β±οΈ 03.07.2023):
+
+ ```
+ git clone https://github.com/mitmproxy/pdoc
+ ```
+- [PyPi](https://pypi.org/project/pdoc) (π₯ 100K / month Β· π¦ 280 Β· β±οΈ 08.06.2022):
+ ```
+ pip install pdoc
+ ```
+alabaster (π₯33 Β· β 700) - Lightweight, configurable Sphinx theme. BSD-3
- [GitHub](https://github.com/sphinx-doc/alabaster) (π¨βπ» 29 Β· π 180 Β· π¦ 100K Β· π 120 - 52% open Β· β±οΈ 21.04.2023):
@@ -1591,30 +1661,18 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge alabaster
```
pdoc (π₯33 Β· β 1.6K) - API Documentation for Python Projects. Unlicense
-
-- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 53 Β· π 180 Β· π¦ 1.9K Β· π 330 - 5% open Β· β±οΈ 23.06.2023):
-
- ```
- git clone https://github.com/mitmproxy/pdoc
- ```
-- [PyPi](https://pypi.org/project/pdoc) (π₯ 100K / month Β· π¦ 270 Β· β±οΈ 08.06.2022):
- ```
- pip install pdoc
- ```
-mkdocstrings (π₯31 Β· β 1.3K) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 36 Β· π 94 Β· π¦ 8.2K Β· π 340 - 13% open Β· β±οΈ 08.06.2023):
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 36 Β· π 94 Β· π¦ 8.3K Β· π 340 - 13% open Β· β±οΈ 08.06.2023):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 440K / month Β· π¦ 380 Β· β±οΈ 27.12.2021):
+- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 430K / month Β· π¦ 380 Β· β±οΈ 27.12.2021):
```
pip install mkdocstrings
```
-- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 72K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 74K Β· β±οΈ 04.07.2023):
```
conda install -c conda-forge mkdocstrings
```
@@ -1626,23 +1684,23 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/michaeljones/breathe
```
-- [PyPi](https://pypi.org/project/breathe) (π₯ 330K / month Β· π¦ 1K Β· β±οΈ 20.06.2022):
+- [PyPi](https://pypi.org/project/breathe) (π₯ 320K / month Β· π¦ 1K Β· β±οΈ 20.06.2022):
```
pip install breathe
```
-- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 490K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 490K Β· β±οΈ 04.07.2023):
```
conda install -c conda-forge breathe
```
sphinx-autodoc-typehints (π₯31 Β· β 490) - Type hints support for the Sphinx autodoc extension. MIT
-- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 53 Β· π 95 Β· π¦ 39K Β· π 170 - 16% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 53 Β· π 98 Β· π¦ 39K Β· π 170 - 16% open Β· β±οΈ 27.06.2023):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 1.2M / month):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 1.3M / month Β· π¦ 1.7K Β· β±οΈ 10.06.2022):
```
pip install sphinx-autodoc-typehints
```
@@ -1651,46 +1709,46 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge sphinx-autodoc-typehints
```
sphinx-autobuild (π₯28 Β· β 470) - Watch a Sphinx directory and rebuild the documentation.. MIT
+Griffe (π₯29 Β· β 180) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
-- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 24 Β· π 59 Β· π¦ 18K Β· π 71 - 25% open Β· β±οΈ 09.02.2023):
+- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 19 Β· π 26 Β· π¦ 2.4K Β· π 140 - 17% open Β· β±οΈ 04.07.2023):
```
- git clone https://github.com/executablebooks/sphinx-autobuild
+ git clone https://github.com/mkdocstrings/griffe
```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 440K / month):
+- [PyPi](https://pypi.org/project/griffe) (π₯ 500K / month Β· π¦ 22 Β· β±οΈ 09.09.2021):
```
- pip install sphinx-autobuild
+ pip install griffe
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 190K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 150K Β· β±οΈ 04.07.2023):
```
- conda install -c conda-forge sphinx-autobuild
+ conda install -c conda-forge griffe
```
Griffe (π₯27 Β· β 170) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
+sphinx-autobuild (π₯28 Β· β 470) - Watch a Sphinx directory and rebuild the documentation.. MIT
-- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 19 Β· π 26 Β· π¦ 2.4K Β· π 140 - 21% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 24 Β· π 59 Β· π¦ 19K Β· π 74 - 28% open Β· β±οΈ 09.02.2023):
```
- git clone https://github.com/mkdocstrings/griffe
+ git clone https://github.com/executablebooks/sphinx-autobuild
```
-- [PyPi](https://pypi.org/project/griffe) (π₯ 500K / month):
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 450K / month Β· π¦ 2.8K Β· β±οΈ 14.03.2021):
```
- pip install griffe
+ pip install sphinx-autobuild
```
-- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 140K Β· β±οΈ 19.06.2023):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 190K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge griffe
+ conda install -c conda-forge sphinx-autobuild
```
pdoc3 (π₯26 Β· β 980) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
+pdoc3 (π₯26 Β· β 980 Β· π€) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
-- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 58 Β· π 140 Β· π¦ 3.3K Β· π 320 - 36% open Β· β±οΈ 21.12.2022):
+- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 58 Β· π 140 Β· π¦ 3.4K Β· π 320 - 36% open Β· β±οΈ 21.12.2022):
```
git clone https://github.com/pdoc3/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc3) (π₯ 250K / month Β· π¦ 230 Β· β±οΈ 03.08.2021):
+- [PyPi](https://pypi.org/project/pdoc3) (π₯ 240K / month Β· π¦ 230 Β· β±οΈ 03.08.2021):
```
pip install pdoc3
```
@@ -1699,60 +1757,72 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c anaconda pdoc3
```
mkdocs-awesome-pages-plugin (π₯25 Β· β 330) - An MkDocs plugin that simplifies configuring page.. MIT
+interrogate (π₯25 Β· β 490 Β· π€) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
+
+- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 12 Β· π 37 Β· π¦ 4.7K Β· π 51 - 47% open Β· β±οΈ 29.07.2022):
+
+ ```
+ git clone https://github.com/econchick/interrogate
+ ```
+- [PyPi](https://pypi.org/project/interrogate) (π₯ 77K / month Β· π¦ 180 Β· β±οΈ 10.09.2021):
+ ```
+ pip install interrogate
+ ```
+mkdocs-awesome-pages-plugin (π₯25 Β· β 340) - An MkDocs plugin that simplifies configuring page.. MIT
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 6 Β· π 28 Β· π¦ 2.8K Β· π 59 - 20% open Β· β±οΈ 08.05.2023):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 6 Β· π 31 Β· π¦ 2.8K Β· π 59 - 20% open Β· β±οΈ 05.07.2023):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 110K / month):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 100K / month Β· π¦ 110 Β· β±οΈ 24.07.2022):
```
pip install mkdocs-awesome-pages-plugin
```
blacken-docs (π₯24 Β· β 530) - Run `black` on python code blocks in documentation files. MIT
+releases (π₯25 Β· β 170) - A powerful Sphinx changelog-generating extension. BSD-2
-- [GitHub](https://github.com/adamchainz/blacken-docs) (π¨βπ» 16 Β· π 39 Β· π 68 - 19% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/bitprophet/releases) (π¨βπ» 10 Β· π 40 Β· π¦ 570 Β· π 74 - 37% open Β· β±οΈ 28.04.2023):
```
- git clone https://github.com/asottile/blacken-docs
+ git clone https://github.com/bitprophet/releases
```
-- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 150K / month Β· π¦ 27 Β· β±οΈ 16.01.2023):
+- [PyPi](https://pypi.org/project/releases) (π₯ 11K / month Β· π¦ 370 Β· β±οΈ 02.01.2023):
```
- pip install blacken-docs
+ pip install releases
```
-- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 29K Β· β±οΈ 13.06.2023):
+- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (π₯ 49K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge blacken-docs
+ conda install -c conda-forge sphinx-releases
```
interrogate (π₯23 Β· β 490 Β· π€) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
+blacken-docs (π₯24 Β· β 530) - Run `black` on python code blocks in documentation files. MIT
-- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 12 Β· π 36 Β· π¦ 4.6K Β· π 51 - 47% open Β· β±οΈ 29.07.2022):
+- [GitHub](https://github.com/adamchainz/blacken-docs) (π¨βπ» 16 Β· π 39 Β· π 68 - 19% open Β· β±οΈ 03.07.2023):
```
- git clone https://github.com/econchick/interrogate
+ git clone https://github.com/asottile/blacken-docs
+ ```
+- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 150K / month Β· π¦ 27 Β· β±οΈ 16.01.2023):
+ ```
+ pip install blacken-docs
```
-- [PyPi](https://pypi.org/project/interrogate) (π₯ 77K / month):
+- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 30K Β· β±οΈ 13.06.2023):
```
- pip install interrogate
+ conda install -c conda-forge blacken-docs
```
releases (π₯22 Β· β 170) - A powerful Sphinx changelog-generating extension. BSD-2
+portray (π₯22 Β· β 840) - Your Project with Great Documentation. MIT
-- [GitHub](https://github.com/bitprophet/releases) (π¨βπ» 10 Β· π 35 Β· π¦ 570 Β· π 72 - 36% open Β· β±οΈ 28.04.2023):
+- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 20 Β· π 72 Β· π¦ 790 Β· π 64 - 50% open Β· β±οΈ 03.01.2023):
```
- git clone https://github.com/bitprophet/releases
- ```
-- [PyPi](https://pypi.org/project/releases) (π₯ 11K / month):
- ```
- pip install releases
+ git clone https://github.com/timothycrosley/portray
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (π₯ 49K Β· β±οΈ 16.06.2023):
+- [PyPi](https://pypi.org/project/portray) (π₯ 14K / month Β· π¦ 21 Β· β±οΈ 19.12.2022):
```
- conda install -c conda-forge sphinx-releases
+ pip install portray
```
sphinx-markdown-builder (π₯22 Β· β 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
@@ -1762,56 +1832,45 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/clayrisser/sphinx-markdown-builder
```
-- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 42K / month):
+- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 41K / month):
```
pip install sphinx-markdown-builder
```
mkdocs-print-site-plugin (π₯22 Β· β 78) - MkDocs Plugin that adds an additional page that.. MIT
+mkdocs-print-site-plugin (π₯22 Β· β 80) - MkDocs Plugin that adds an additional page that.. MIT
-- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (π¨βπ» 4 Β· π 12 Β· π¦ 220 Β· π 77 - 11% open Β· β±οΈ 15.06.2023):
+- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (π¨βπ» 4 Β· π 12 Β· π¦ 230 Β· π 77 - 11% open Β· β±οΈ 15.06.2023):
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 11K / month):
+- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 10K / month Β· π¦ 6 Β· β±οΈ 01.06.2022):
```
pip install mkdocs-print-site-plugin
```
portray (π₯20 Β· β 840) - Your Project with Great Documentation. MIT
+lazydocs (π₯19 Β· β 150) - Generate markdown API documentation from Google-style Python docstring... MIT
-- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 20 Β· π 73 Β· π¦ 790 Β· π 62 - 48% open Β· β±οΈ 03.01.2023):
+- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 10 Β· π 31 Β· π¦ 160 Β· π 28 - 17% open Β· β±οΈ 11.06.2023):
```
- git clone https://github.com/timothycrosley/portray
+ git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/portray) (π₯ 15K / month):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 5.9K / month):
```
- pip install portray
+ pip install lazydocs
```
lazydocs (π₯19 Β· β 150) - Generate markdown API documentation from Google-style Python docstring... MIT
+Show 9 hidden projects...
-- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 10 Β· π 29 Β· π¦ 160 Β· π 28 - 17% open Β· β±οΈ 11.06.2023):
-
- ```
- git clone https://github.com/ml-tooling/lazydocs
- ```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 5.7K / month):
- ```
- pip install lazydocs
- ```
-Show 8 hidden projects...
-
-- numpydoc (π₯27 Β· β 240 Β· π) - Numpys Sphinx extensions. βUnlicensed βUnlicensed βUnlicensed MIT ISC
- pycco (π₯24 Β· β 830 Β· π) - Literate-style documentation generator. MIT
- mkdocs-with-pdf (π₯23 Β· β 240 Β· π) - Generate a single PDF file from MkDocs repository. MIT MIT MIT MIT MIT
@@ -1820,42 +1879,62 @@ This curated list contains 270 awesome open-source projects with a total of 840K
-ipdb (π₯29 Β· β 1.7K) - Integration of IPython pdb. BSD-3
+pudb (π₯32 Β· β 2.7K) - Full-screen console debugger for Python. MIT
+
+- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 92 Β· π 220 Β· π¦ 5.1K Β· π 320 - 48% open Β· β±οΈ 23.05.2023):
+
+ ```
+ git clone https://github.com/inducer/pudb
+ ```
+- [PyPi](https://pypi.org/project/pudb) (π₯ 200K / month Β· π¦ 750 Β· β±οΈ 03.11.2022):
+ ```
+ pip install pudb
+ ```
+- [Conda](https://anaconda.org/conda-forge/pudb) (π₯ 220K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge pudb
+ ```
+ipdb (π₯31 Β· β 1.7K) - Integration of IPython pdb. BSD-3
-- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 57 Β· π 140 Β· π¦ 46K Β· π 190 - 31% open Β· β±οΈ 11.04.2023):
+- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 57 Β· π 150 Β· π¦ 46K Β· π 190 - 32% open Β· β±οΈ 11.04.2023):
```
git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/ipdb) (π₯ 2.4M / month):
+- [PyPi](https://pypi.org/project/ipdb) (π₯ 2.4M / month Β· π¦ 8.9K Β· β±οΈ 13.12.2022):
```
pip install ipdb
```
-- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 370K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 380K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge ipdb
```
gdbgui (π₯28 Β· β 9.3K Β· π€) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. βοΈGPL-3.0
+pyelftools (π₯31 Β· β 1.7K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 40 Β· π 470 Β· π₯ 14K Β· π¦ 300 Β· π 310 - 44% open Β· β±οΈ 22.06.2022):
+- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 91 Β· π 460 Β· π¦ 5.5K Β· π 220 - 30% open Β· β±οΈ 29.06.2023):
```
- git clone https://github.com/cs01/gdbgui
+ git clone https://github.com/eliben/pyelftools
```
-- [PyPi](https://pypi.org/project/gdbgui) (π₯ 51K / month):
+- [PyPi](https://pypi.org/project/pyelftools) (π₯ 1.5M / month Β· π¦ 540 Β· β±οΈ 10.08.2022):
```
- pip install gdbgui
+ pip install pyelftools
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 130K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge pyelftools
```
pdbpp (π₯28 Β· β 1.1K Β· π€) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
-- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 41 Β· π 60 Β· π¦ 4.9K Β· π 200 - 38% open Β· β±οΈ 14.07.2022):
+- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 41 Β· π 61 Β· π¦ 4.9K Β· π 220 - 42% open Β· β±οΈ 14.07.2022):
```
git clone https://github.com/pdbpp/pdbpp
```
-- [PyPi](https://pypi.org/project/pdbpp) (π₯ 260K / month):
+- [PyPi](https://pypi.org/project/pdbpp) (π₯ 260K / month Β· π¦ 650 Β· β±οΈ 09.07.2021):
```
pip install pdbpp
```
@@ -1871,7 +1950,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (π₯ 360K / month):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 370K / month):
```
pip install pysnooper
```
@@ -1880,46 +1959,62 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge pysnooper
```
icecream (π₯23 Β· β 6.8K) - Never use print() to debug again. MIT
+python-hunter (π₯24 Β· β 740) - Hunter is a flexible code tracing toolkit. BSD-2
+
+- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 9 Β· π 43 Β· π¦ 140 Β· π 94 - 42% open Β· β±οΈ 26.04.2023):
+
+ ```
+ git clone https://github.com/ionelmc/python-hunter
+ ```
+- [PyPi](https://pypi.org/project/hunter) (π₯ 8.2K / month Β· π¦ 21 Β· β±οΈ 15.12.2021):
+ ```
+ pip install hunter
+ ```
+- [Conda](https://anaconda.org/conda-forge/hunter) (π₯ 44K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge hunter
+ ```
+icecream (π₯23 Β· β 6.8K Β· π€) - Never use print() to debug again. MIT
- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 21 Β· π 140 Β· π 100 - 33% open Β· β±οΈ 04.12.2022):
```
git clone https://github.com/gruns/icecream
```
-- [PyPi](https://pypi.org/project/icecream) (π₯ 260K / month):
+- [PyPi](https://pypi.org/project/icecream) (π₯ 240K / month):
```
pip install icecream
```
-- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 17K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 19K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge icecream
```
python-hunter (π₯23 Β· β 740) - Hunter is a flexible code tracing toolkit. BSD-2
+snoop (π₯22 Β· β 940 Β· π€) - A powerful set of Python debugging tools, based on PySnooper. MIT
-- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 9 Β· π 42 Β· π¦ 140 Β· π 94 - 42% open Β· β±οΈ 26.04.2023):
+- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 22 Β· π 33 Β· π 50 - 44% open Β· β±οΈ 22.12.2022):
```
- git clone https://github.com/ionelmc/python-hunter
+ git clone https://github.com/alexmojaki/snoop
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 8K / month):
+- [PyPi](https://pypi.org/project/snoop) (π₯ 45K / month Β· π¦ 22 Β· β±οΈ 11.11.2021):
```
- pip install hunter
+ pip install snoop
```
-- [Conda](https://anaconda.org/conda-forge/hunter) (π₯ 43K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 3.9K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge hunter
+ conda install -c conda-forge snoop
```
python-manhole (π₯22 Β· β 340) - Debugging manhole for python applications. BSD-2
+python-manhole (π₯22 Β· β 340 Β· π€) - Debugging manhole for python applications. BSD-2
- [GitHub](https://github.com/ionelmc/python-manhole) (π¨βπ» 11 Β· π 21 Β· π¦ 250 Β· π 22 - 31% open Β· β±οΈ 17.12.2022):
```
git clone https://github.com/ionelmc/python-manhole
```
-- [PyPi](https://pypi.org/project/manhole) (π₯ 13K / month):
+- [PyPi](https://pypi.org/project/manhole) (π₯ 12K / month Β· π¦ 37 Β· β±οΈ 08.04.2021):
```
pip install manhole
```
@@ -1935,44 +2030,27 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/lmacken/pyrasite
```
-- [PyPi](https://pypi.org/project/pyrasite) (π₯ 21K / month):
+- [PyPi](https://pypi.org/project/pyrasite) (π₯ 20K / month):
```
pip install pyrasite
```
snoop (π₯19 Β· β 940) - A powerful set of Python debugging tools, based on PySnooper. MIT
+reloadium (π₯19 Β· β 2.4K) - ChatGPT, Hot Reloading and Profiling for Python. Apache-2
-- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 22 Β· π 32 Β· π 50 - 44% open Β· β±οΈ 22.12.2022):
-
- ```
- git clone https://github.com/alexmojaki/snoop
- ```
-- [PyPi](https://pypi.org/project/snoop) (π₯ 42K / month):
- ```
- pip install snoop
- ```
-- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 3.8K Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge snoop
- ```
-reloadium (π₯15 Β· β 2.4K) - ChatGPT, Hot Reloading and Profiling for Python. Apache-2
-
-- [GitHub](https://github.com/reloadware/reloadium) (π¨βπ» 2 Β· π 44 Β· π 100 - 11% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/reloadware/reloadium) (π¨βπ» 2 Β· π 44 Β· π 100 - 10% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/reloadware/reloadium
```
-- [PyPi](https://pypi.org/project/reloadium) (π₯ 2.4K / month):
+- [PyPi](https://pypi.org/project/reloadium) (π₯ 1.8K / month Β· β±οΈ 25.01.2023):
```
pip install reloadium
```
Show 3 hidden projects...
+Show 2 hidden projects...
-- pudb (π₯30 Β· β 2.7K) - Full-screen console debugger for Python. βUnlicensed
-- pyelftools (π₯29 Β· β 1.7K) - Parsing ELF and DWARF in Python. βUnlicensed
-- Birdseye (π₯17 Β· β 1.6K Β· π) - Graphical Python debugger which lets you easily view the values of.. MIT
+- gdbgui (π₯28 Β· β 9.3K Β· π) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. βοΈGPL-3.0
+- Birdseye (π₯20 Β· β 1.6K Β· π) - Graphical Python debugger which lets you easily view the values of.. MIT
@@ -1984,14 +2062,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
π unittest - Unittest is a test framework included in the Python standard library.
-pytest (π₯47 Β· β 10K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
+pytest (π₯48 Β· β 10K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 880 Β· π 2.4K Β· π¦ 950K Β· π 5.4K - 15% open Β· β±οΈ 28.06.2023):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 880 Β· π 2.3K Β· π¦ 960K Β· π 5.3K - 14% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (π₯ 61M / month Β· π¦ 11K Β· β±οΈ 06.12.2017):
+- [PyPi](https://pypi.org/project/pytest) (π₯ 59M / month):
```
pip install pytest
```
@@ -2002,7 +2080,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
robotframework (π₯41 Β· β 8.2K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 180 Β· π 2.1K Β· π₯ 550 Β· π¦ 7.9K Β· π 4.2K - 6% open Β· β±οΈ 13.06.2023):
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 180 Β· π 2.1K Β· π₯ 550 Β· π¦ 8K Β· π 4.1K - 6% open Β· β±οΈ 13.06.2023):
```
git clone https://github.com/robotframework/robotframework
@@ -2011,7 +2089,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install robotframework
```
-- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 130K Β· β±οΈ 12.06.2023):
+- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 140K Β· β±οΈ 12.06.2023):
```
conda install -c conda-forge robotframework
```
@@ -2027,19 +2105,35 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 730K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 730K Β· β±οΈ 01.07.2023):
```
conda install -c conda-forge tox
```
pytest-xdist (π₯36 Β· β 1.2K Β· π) - pytest plugin for distributed testing and loop-on-.. MIT
+pyautogui (π₯36 Β· β 8.3K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
+
+- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 52 Β· π 1.1K Β· π¦ 25K Β· π 680 - 67% open Β· β±οΈ 07.06.2023):
+
+ ```
+ git clone https://github.com/asweigart/pyautogui
+ ```
+- [PyPi](https://pypi.org/project/pyautogui) (π₯ 610K / month Β· π¦ 750 Β· β±οΈ 07.07.2021):
+ ```
+ pip install pyautogui
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyautogui) (π₯ 200K Β· β±οΈ 12.06.2023):
+ ```
+ conda install -c conda-forge pyautogui
+ ```
+pytest-xdist (π₯36 Β· β 1.2K) - pytest plugin for distributed testing and loop-on-failures.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 90 Β· π 200 Β· π 550 - 40% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 90 Β· π 200 Β· π 550 - 40% open Β· β±οΈ 04.07.2023):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 8.6M / month Β· π¦ 5K Β· β±οΈ 10.12.2021):
+- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 8.3M / month Β· π¦ 5K Β· β±οΈ 10.12.2021):
```
pip install pytest-xdist
```
@@ -2055,7 +2149,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/pytest-dev/pytest-cov
```
-- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 24M / month Β· π¦ 32K Β· β±οΈ 04.10.2021):
+- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 22M / month Β· π¦ 32K Β· β±οΈ 04.10.2021):
```
pip install pytest-cov
```
@@ -2064,30 +2158,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge pytest-cov
```
pyautogui (π₯34 Β· β 8.3K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
-
-- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 52 Β· π 1.1K Β· π¦ 25K Β· π 640 - 64% open Β· β±οΈ 07.06.2023):
-
- ```
- git clone https://github.com/asweigart/pyautogui
- ```
-- [PyPi](https://pypi.org/project/pyautogui) (π₯ 620K / month):
- ```
- pip install pyautogui
- ```
-- [Conda](https://anaconda.org/conda-forge/pyautogui) (π₯ 200K Β· β±οΈ 12.06.2023):
- ```
- conda install -c conda-forge pyautogui
- ```
-mimesis (π₯34 Β· β 4K) - Mimesis is a powerful Python library that empowers developers to generate.. MIT
-- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 120 Β· π 310 Β· π₯ 440 Β· π¦ 1.4K Β· π 320 - 1% open Β· β±οΈ 16.06.2023):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 120 Β· π 310 Β· π₯ 450 Β· π¦ 1.4K Β· π 320 - 2% open Β· β±οΈ 01.07.2023):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (π₯ 120K / month):
+- [PyPi](https://pypi.org/project/mimesis) (π₯ 120K / month Β· π¦ 67 Β· β±οΈ 17.12.2022):
```
pip install mimesis
```
@@ -2103,7 +2181,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 10M / month Β· π¦ 4.8K Β· β±οΈ 05.07.2022):
+- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 9.9M / month Β· π¦ 4.9K Β· β±οΈ 05.07.2022):
```
pip install pytest-mock
```
@@ -2112,6 +2190,38 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge pytest-mock
```
nose2 (π₯34 Β· β 760) - The successor to nose, based on unittest2. BSD-2
+
+- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 74 Β· π 140 Β· π¦ 23K Β· π 270 - 19% open Β· β±οΈ 22.05.2023):
+
+ ```
+ git clone https://github.com/nose-devs/nose2
+ ```
+- [PyPi](https://pypi.org/project/nose2) (π₯ 550K / month Β· π¦ 1.1K Β· β±οΈ 13.02.2022):
+ ```
+ pip install nose2
+ ```
+- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 100K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge nose2
+ ```
+freezegun (π₯33 Β· β 3.7K Β· π) - Let your Python tests travel through time. Apache-2
+
+- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 110 Β· π 250 Β· π 310 - 42% open Β· β±οΈ 22.02.2023):
+
+ ```
+ git clone https://github.com/spulec/freezegun
+ ```
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 6.1M / month Β· π¦ 4.5K Β· β±οΈ 12.08.2022):
+ ```
+ pip install freezegun
+ ```
+- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 1.2M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge freezegun
+ ```
+pytest-asyncio (π₯33 Β· β 1.2K) - Asyncio support for pytest. Apache-2
- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 42 Β· π 120 Β· π₯ 140 Β· π 240 - 12% open Β· β±οΈ 27.06.2023):
@@ -2119,7 +2229,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/pytest-dev/pytest-asyncio
```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 5.9M / month Β· π¦ 860 Β· β±οΈ 03.05.2020):
+- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 5.8M / month Β· π¦ 860 Β· β±οΈ 03.05.2020):
```
pip install pytest-asyncio
```
@@ -2128,16 +2238,20 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge pytest-asyncio
```
playwright-python (π₯32 Β· β 8.9K) - Python version of the Playwright testing and automation.. Apache-2
+pytest-html (π₯33 Β· β 600) - Plugin for generating HTML reports for pytest results. MPL-2.0
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 32 Β· π 730 Β· π 1.1K - 4% open Β· β±οΈ 16.06.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 49 Β· π 220 Β· π¦ 35K Β· π 370 - 41% open Β· β±οΈ 13.05.2023):
```
- git clone https://github.com/microsoft/playwright-python
+ git clone https://github.com/pytest-dev/pytest-html
```
-- [PyPi](https://pypi.org/project/playwright) (π₯ 880K / month Β· π¦ 180 Β· β±οΈ 13.05.2022):
+- [PyPi](https://pypi.org/project/pytest-html) (π₯ 3.2M / month Β· π¦ 740 Β· β±οΈ 25.10.2022):
```
- pip install playwright
+ pip install pytest-html
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 440K Β· β±οΈ 28.06.2023):
+ ```
+ conda install -c conda-forge pytest-html
```
nox (π₯32 Β· β 1.1K) - Flexible test automation for Python. Apache-2
@@ -2147,7 +2261,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (π₯ 990K / month Β· π¦ 260 Β· β±οΈ 07.01.2022):
+- [PyPi](https://pypi.org/project/nox) (π₯ 960K / month Β· π¦ 270 Β· β±οΈ 07.01.2022):
```
pip install nox
```
@@ -2156,9 +2270,25 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge nox
```
pytest-bdd (π₯31 Β· β 1.2K) - BDD library for the py.test runner. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 54 Β· π 190 Β· π¦ 2.9K Β· π 320 - 39% open Β· β±οΈ 04.04.2023):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-bdd
+ ```
+- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 700K / month Β· π¦ 180 Β· β±οΈ 08.11.2022):
+ ```
+ pip install pytest-bdd
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 54K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge pytest-bdd
+ ```
+pytest-sugar (π₯31 Β· β 1.1K) - a plugin for py.test that changes the default look and feel.. BSD-3
-- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 49 Β· π 69 Β· π₯ 5 Β· π¦ 22K Β· π 110 - 20% open Β· β±οΈ 10.06.2023):
+- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 49 Β· π 69 Β· π₯ 6 Β· π¦ 22K Β· π 110 - 20% open Β· β±οΈ 10.06.2023):
```
git clone https://github.com/Teemu/pytest-sugar
@@ -2167,19 +2297,19 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install pytest-sugar
```
-- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 200K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 200K Β· β±οΈ 02.07.2023):
```
conda install -c conda-forge pytest-sugar
```
asv (π₯31 Β· β 780) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 75 Β· π 170 Β· π¦ 950 Β· π 550 - 28% open Β· β±οΈ 10.06.2023):
+- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 75 Β· π 170 Β· π¦ 950 Β· π 550 - 28% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (π₯ 33K / month Β· π¦ 67 Β· β±οΈ 06.02.2022):
+- [PyPi](https://pypi.org/project/asv) (π₯ 32K / month Β· π¦ 69 Β· β±οΈ 06.02.2022):
```
pip install asv
```
@@ -2188,30 +2318,42 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge asv
```
pytest-bdd (π₯30 Β· β 1.2K) - BDD library for the py.test runner. MIT
+factory_boy (π₯30 Β· β 3.1K) - A test fixtures replacement for Python. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 54 Β· π 190 Β· π¦ 2.9K Β· π 320 - 39% open Β· β±οΈ 04.04.2023):
+- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 130 Β· π 370 Β· π 570 - 33% open Β· β±οΈ 22.06.2023):
```
- git clone https://github.com/pytest-dev/pytest-bdd
+ git clone https://github.com/FactoryBoy/factory_boy
```
-- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 700K / month Β· π¦ 180 Β· β±οΈ 08.11.2022):
+- [PyPi](https://pypi.org/project/factory_boy) (π₯ 2.9M / month Β· π¦ 810 Β· β±οΈ 26.10.2021):
```
- pip install pytest-bdd
+ pip install factory_boy
```
-- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 54K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 130K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge pytest-bdd
+ conda install -c conda-forge factory_boy
+ ```
+playwright-python (π₯29 Β· β 8.9K Β· π) - Python version of the Playwright testing and.. Apache-2
+
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 32 Β· π 710 Β· π 1.1K - 3% open Β· β±οΈ 16.06.2023):
+
+ ```
+ git clone https://github.com/microsoft/playwright-python
+ ```
+- [PyPi](https://pypi.org/project/playwright) (π₯ 930K / month):
+ ```
+ pip install playwright
```
coveralls-python (π₯29 Β· β 520) - Show coverage stats online via coveralls.io. MIT
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 64 Β· π 180 Β· π¦ 32K Β· π 160 - 8% open Β· β±οΈ 03.05.2023):
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 64 Β· π 190 Β· π¦ 32K Β· π 170 - 13% open Β· β±οΈ 03.05.2023):
```
git clone https://github.com/TheKevJames/coveralls-python
```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 440K / month):
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 430K / month Β· π¦ 9.4K Β· β±οΈ 11.11.2021):
```
pip install coveralls
```
@@ -2227,11 +2369,11 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/datadriventests/ddt
```
-- [PyPi](https://pypi.org/project/ddt) (π₯ 360K / month Β· π¦ 1.3K Β· β±οΈ 24.05.2022):
+- [PyPi](https://pypi.org/project/ddt) (π₯ 340K / month Β· π¦ 1.3K Β· β±οΈ 24.05.2022):
```
pip install ddt
```
-- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 85K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 86K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge ddt
```
@@ -2243,7 +2385,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 220K / month Β· π¦ 8 Β· β±οΈ 19.06.2022):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 230K / month Β· π¦ 8 Β· β±οΈ 19.06.2022):
```
pip install pytest-testinfra
```
@@ -2259,7 +2401,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 720K / month Β· π¦ 650 Β· β±οΈ 17.04.2021):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 720K / month Β· π¦ 660 Β· β±οΈ 17.04.2021):
```
pip install pytest-benchmark
```
@@ -2268,110 +2410,78 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge pytest-benchmark
```
pytest-testmon (π₯27 Β· β 680) - Selects tests affected by changed files. Executes the.. βοΈAGPL-3.0
+green (π₯27 Β· β 770) - Green is a clean, colorful, fast python test runner. MIT
-- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 23 Β· π 45 Β· π¦ 1.1K Β· π 140 - 18% open Β· β±οΈ 17.06.2023):
+- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 39 Β· π 78 Β· π 180 - 2% open Β· β±οΈ 18.05.2023):
```
- git clone https://github.com/tarpas/pytest-testmon
+ git clone https://github.com/CleanCut/green
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 120K / month):
+- [PyPi](https://pypi.org/project/green) (π₯ 11K / month Β· π¦ 220 Β· β±οΈ 21.09.2022):
```
- pip install pytest-testmon
+ pip install green
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 40K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/green) (π₯ 130K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge pytest-testmon
+ conda install -c conda-forge green
```
freezegun (π₯26 Β· β 3.7K) - Let your Python tests travel through time. Apache-2
+pytest-testmon (π₯27 Β· β 680) - Selects tests affected by changed files. Executes the.. βοΈAGPL-3.0
-- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 110 Β· π 240 Β· π 290 - 38% open Β· β±οΈ 22.02.2023):
+- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 23 Β· π 46 Β· π¦ 1.1K Β· π 140 - 18% open Β· β±οΈ 17.06.2023):
```
- git clone https://github.com/spulec/freezegun
+ git clone https://github.com/tarpas/pytest-testmon
```
-- [PyPi](https://pypi.org/project/freezegun) (π₯ 6.3M / month):
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 110K / month):
```
- pip install freezegun
+ pip install pytest-testmon
```
-- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 1.2M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 40K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge freezegun
+ conda install -c conda-forge pytest-testmon
```
pytest-mypy (π₯26 Β· β 230) - Mypy static type checker plugin for Pytest. MIT
+pytest-mypy (π₯27 Β· β 230) - Mypy static type checker plugin for Pytest. MIT
- [GitHub](https://github.com/realpython/pytest-mypy) (π¨βπ» 16 Β· π 33 Β· π¦ 3.6K Β· π 62 - 16% open Β· β±οΈ 08.05.2023):
```
git clone https://github.com/dbader/pytest-mypy
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 260K / month):
+- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 250K / month Β· π¦ 430 Β· β±οΈ 07.02.2022):
```
pip install pytest-mypy
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 71K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 72K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge pytest-mypy
```
factory_boy (π₯25 Β· β 3.1K) - A test fixtures replacement for Python. MIT
-
-- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 130 Β· π 360 Β· π 550 - 30% open Β· β±οΈ 22.06.2023):
-
- ```
- git clone https://github.com/FactoryBoy/factory_boy
- ```
-- [PyPi](https://pypi.org/project/factory_boy) (π₯ 3M / month):
- ```
- pip install factory_boy
- ```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 130K Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge factory_boy
- ```
-green (π₯22 Β· β 770) - Green is a clean, colorful, fast python test runner. MIT
-
-- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 39 Β· π 74 Β· π 180 - 2% open Β· β±οΈ 18.05.2023):
-
- ```
- git clone https://github.com/CleanCut/green
- ```
-- [PyPi](https://pypi.org/project/green) (π₯ 11K / month):
- ```
- pip install green
- ```
-- [Conda](https://anaconda.org/conda-forge/green) (π₯ 130K Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge green
- ```
-pytest-randomly (π₯21 Β· β 520 Β· π) - Pytest plugin to randomly order tests and control random.seed. MIT
+pytest-randomly (π₯26 Β· β 520) - Pytest plugin to randomly order tests and control random.seed. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 19 Β· π 25 Β· π 57 - 8% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 19 Β· π 26 Β· π 58 - 10% open Β· β±οΈ 27.06.2023):
```
git clone https://github.com/pytest-dev/pytest-randomly
```
-- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 790K / month):
+- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 780K / month Β· π¦ 250 Β· β±οΈ 11.05.2022):
```
pip install pytest-randomly
```
-- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 130K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 140K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge pytest-randomly
```
pytest-plugins (π₯20 Β· β 510 Β· π€) - A grab-bag of nifty pytest plugins. MIT
+pytest-plugins (π₯24 Β· β 510 Β· π€) - A grab-bag of nifty pytest plugins. MIT
- [GitHub](https://github.com/man-group/pytest-plugins) (π¨βπ» 62 Β· π 72 Β· π 110 - 45% open Β· β±οΈ 03.11.2022):
```
git clone https://github.com/man-group/pytest-plugins
```
-- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 38K / month):
+- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 36K / month Β· π¦ 69 Β· β±οΈ 28.05.2019):
```
pip install pytest-virtualenv
```
@@ -2380,14 +2490,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge pytest-shutil
```
xdoctest (π₯19 Β· β 190) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
+xdoctest (π₯21 Β· β 190) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
-- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 9 Β· π 9 Β· π 43 - 41% open Β· β±οΈ 19.04.2023):
+- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 9 Β· π 9 Β· π 44 - 43% open Β· β±οΈ 19.04.2023):
```
git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 76K / month):
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 78K / month Β· π¦ 97 Β· β±οΈ 25.03.2022):
```
pip install xdoctest
```
@@ -2396,34 +2506,32 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge xdoctest
```
pytest-docker (π₯18 Β· β 340 Β· π€) - Docker-based integration tests. MIT
+pytest-docker (π₯20 Β· β 340 Β· π€) - Docker-based integration tests. MIT
-- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 16 Β· π 55 Β· π₯ 110 Β· π 41 - 19% open Β· β±οΈ 14.09.2022):
+- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 16 Β· π 59 Β· π₯ 120 Β· π 51 - 35% open Β· β±οΈ 14.09.2022):
```
git clone https://github.com/avast/pytest-docker
```
-- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 130K / month):
+- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 130K / month Β· π¦ 39 Β· β±οΈ 09.04.2022):
```
pip install pytest-docker
```
Show 14 hidden projects...
+Show 12 hidden projects...
- hypothesis (π₯39 Β· β 6.8K) - Hypothesis is a powerful, flexible, and easy to use library.. βUnlicensed
- nose (π₯34 Β· β 1.4K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
-- pytest-html (π₯31 Β· β 600) - Plugin for generating HTML reports for pytest results. βUnlicensed βUnlicensed
-- PyHamcrest (π₯29 Β· β 710) - Hamcrest matchers for Python. βUnlicensed
+- PyHamcrest (π₯28 Β· β 710) - Hamcrest matchers for Python. βUnlicensed
+- uiautomator (π₯26 Β· β 1.9K Β· π) - Python wrapper of Android uiautomator test tool. MIT
- pytest-watch (π₯26 Β· β 700 Β· π) - Local continuous test runner with pytest and watchdog. MIT MIT
-- Mamba Test Runner (π₯23 Β· β 510 Β· π) - The definitive testing tool for Python. Born under the.. MIT
+- Mamba Test Runner (π₯24 Β· β 510 Β· π) - The definitive testing tool for Python. Born under the.. MIT
- pytest-lazy-fixture (π₯23 Β· β 330 Β· π) - It helps to use fixtures in pytest.mark.parametrize. MIT BSD-2
+- sixpack (π₯22 Β· β 1.8K Β· π) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
+- assertpy (π₯20 Β· β 380 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
- pytest-datadir (π₯19 Β· β 210) - pytest plugin for manipulating test data directories.. βUnlicensed βοΈGPL-2.0
-- assertpy (π₯13 Β· β 18 Β· π) - Simple assertion library for unit testing in python with a fluent API. BSD-3
-- pytest-play (π₯12 Β· β 68 Β· π) - pytest plugin that let you automate actions and.. Apache-2 Apache-2
@@ -2435,12 +2543,12 @@ This curated list contains 270 awesome open-source projects with a total of 840K
pyinstaller (π₯42 Β· β 10K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 450 Β· π 1.8K Β· π₯ 740K Β· π¦ 45K Β· π 4.9K - 5% open Β· β±οΈ 25.06.2023):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 450 Β· π 1.9K Β· π₯ 740K Β· π¦ 45K Β· π 4.9K - 5% open Β· β±οΈ 02.07.2023):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 1.2M / month):
+- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 1.2M / month Β· π¦ 290 Β· β±οΈ 17.05.2022):
```
pip install pyinstaller
```
@@ -2449,87 +2557,151 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge pyinstaller
```
Nuitka (π₯36 Β· β 9.2K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
+Nuitka (π₯38 Β· β 9.2K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
-- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 140 Β· π 480 Β· π¦ 1.3K Β· π 1.9K - 9% open Β· β±οΈ 25.06.2023):
+- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 140 Β· π 490 Β· π¦ 1.3K Β· π 1.9K - 9% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 65K / month):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 66K / month Β· π¦ 49 Β· β±οΈ 31.01.2023):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 530K Β· β±οΈ 28.06.2023):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 540K Β· β±οΈ 06.07.2023):
```
conda install -c conda-forge nuitka
```
pex (π₯29 Β· β 2.3K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
+packaging (π₯36 Β· β 500) - Core utilities for Python packages. Apache-2
+
+- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 89 Β· π 220 Β· π₯ 720 Β· π¦ 780K Β· π 330 - 23% open Β· β±οΈ 19.06.2023):
+
+ ```
+ git clone https://github.com/pypa/packaging
+ ```
+- [PyPi](https://pypi.org/project/packaging) (π₯ 150M / month Β· π¦ 19K Β· β±οΈ 09.01.2023):
+ ```
+ pip install packaging
+ ```
+- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 35M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge packaging
+ ```
+pex (π₯32 Β· β 2.3K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
-- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 110 Β· π 240 Β· π₯ 3.3M Β· π 1K - 14% open Β· β±οΈ 10.06.2023):
+- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 110 Β· π 240 Β· π₯ 3.4M Β· π 1K - 15% open Β· β±οΈ 05.07.2023):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (π₯ 770K / month):
+- [PyPi](https://pypi.org/project/pex) (π₯ 710K / month Β· π¦ 140 Β· β±οΈ 06.12.2019):
```
pip install pex
```
briefcase (π₯28 Β· β 1.8K) - Tools to support converting a Python project into a standalone.. BSD-3
+cx_Freeze (π₯32 Β· β 1.1K) - Create standalone executables from Python scripts, with the.. Python-2.0
-- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 120 Β· π 270 Β· π₯ 140 Β· π 610 - 17% open Β· β±οΈ 26.06.2023):
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 100 Β· π 200 Β· π 870 - 8% open Β· β±οΈ 05.07.2023):
+
+ ```
+ git clone https://github.com/marcelotduarte/cx_Freeze
+ ```
+- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 100K / month Β· π¦ 46 Β· β±οΈ 22.06.2022):
+ ```
+ pip install cx_freeze
+ ```
+- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 240K Β· β±οΈ 27.06.2023):
+ ```
+ conda install -c conda-forge cx_freeze
+ ```
+briefcase (π₯30 Β· β 1.8K) - Tools to support converting a Python project into a standalone.. BSD-3
+
+- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 120 Β· π 280 Β· π₯ 140 Β· π 620 - 17% open Β· β±οΈ 03.07.2023):
```
git clone https://github.com/beeware/briefcase
```
-- [PyPi](https://pypi.org/project/briefcase) (π₯ 4.3K / month):
+- [PyPi](https://pypi.org/project/briefcase) (π₯ 3.9K / month Β· π¦ 19 Β· β±οΈ 27.06.2022):
```
pip install briefcase
```
PyOxidizer (π₯26 Β· β 4.8K) - A modern Python application packaging and distribution tool. MPL-2.0
+PyOxidizer (π₯27 Β· β 4.8K) - A modern Python application packaging and distribution tool. MPL-2.0
-- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 54 Β· π 200 Β· π₯ 9.7K Β· π¦ 150 Β· π 530 - 56% open Β· β±οΈ 21.01.2023):
+- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 54 Β· π 200 Β· π₯ 9.9K Β· π¦ 150 Β· π 540 - 57% open Β· β±οΈ 21.01.2023):
```
git clone https://github.com/indygreg/PyOxidizer
```
-- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 6.8K / month):
+- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 6.4K / month Β· π¦ 4 Β· β±οΈ 02.01.2023):
```
pip install pyoxidizer
```
cx_Freeze (π₯26 Β· β 1.1K) - Create standalone executables from Python scripts, with the.. βUnlicensed
+py2app (π₯27 Β· β 260) - py2app is a Python setuptools command which will allow you to make.. MIT
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 100 Β· π 200 Β· π 860 - 7% open Β· β±οΈ 28.06.2023):
+- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 31 Β· π 26 Β· π¦ 4.5K Β· π 470 - 35% open Β· β±οΈ 16.04.2023):
```
- git clone https://github.com/marcelotduarte/cx_Freeze
+ git clone https://github.com/ronaldoussoren/py2app
```
-- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 110K / month):
+- [PyPi](https://pypi.org/project/py2app) (π₯ 17K / month Β· π¦ 830 Β· β±οΈ 27.12.2022):
```
- pip install cx_freeze
+ pip install py2app
```
-- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 240K Β· β±οΈ 27.06.2023):
+constructor (π₯25 Β· β 410) - tool for creating installers from conda packages. BSD-3
+
+- [GitHub](https://github.com/conda/constructor) (π¨βπ» 69 Β· π 160 Β· π₯ 260 Β· π¦ 14 Β· π 320 - 12% open Β· β±οΈ 27.06.2023):
+
```
- conda install -c conda-forge cx_freeze
+ git clone https://github.com/conda/constructor
+ ```
+- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 7.1K Β· β±οΈ 22.06.2023):
+ ```
+ conda install -c anaconda constructor
```
shiv (π₯21 Β· β 1.6K Β· π€) - shiv is a command line utility for building fully self contained Python.. BSD-2
+shiv (π₯23 Β· β 1.6K Β· π€) - shiv is a command line utility for building fully self contained Python.. BSD-2
-- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 39 Β· π 80 Β· π₯ 530 Β· π 110 - 32% open Β· β±οΈ 04.11.2022):
+- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 39 Β· π 85 Β· π₯ 540 Β· π 120 - 35% open Β· β±οΈ 04.11.2022):
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (π₯ 19K / month):
+- [PyPi](https://pypi.org/project/shiv) (π₯ 19K / month Β· π¦ 13 Β· β±οΈ 24.01.2022):
```
pip install shiv
```
subpar (π₯13 Β· β 560) - Subpar is a utility for creating self-contained python executables. It.. Apache-2
+py2exe (π₯23 Β· β 610) - Create standalone Windows programs from Python code. MIT
+
+- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 17 Β· π 82 Β· π₯ 14K Β· π¦ 1.8K Β· π 150 - 8% open Β· β±οΈ 27.01.2023):
+
+ ```
+ git clone https://github.com/py2exe/py2exe
+ ```
+- [PyPi](https://pypi.org/project/py2exe) (π₯ 15K / month Β· π¦ 180 Β· β±οΈ 05.11.2022):
+ ```
+ pip install py2exe
+ ```
+xar (π₯20 Β· β 1.6K Β· π€) - executable archive format. BSD-3
+
+- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 38 Β· π 55 Β· π¦ 26 Β· π 33 - 24% open Β· β±οΈ 18.11.2022):
+
+ ```
+ git clone https://github.com/facebookincubator/xar
+ ```
+- [PyPi](https://pypi.org/project/xar) (π₯ 150 / month Β· β±οΈ 02.12.2020):
+ ```
+ pip install xar
+ ```
+subpar (π₯13 Β· β 560 Β· π€) - Subpar is a utility for creating self-contained python.. Apache-2
- [GitHub](https://github.com/google/subpar) (π¨βπ» 16 Β· π 66 Β· π 64 - 53% open Β· β±οΈ 19.12.2022):
@@ -2537,15 +2709,10 @@ This curated list contains 270 awesome open-source projects with a total of 840K
git clone https://github.com/google/subpar
```
Show 7 hidden projects...
+Show 2 hidden projects...
-- packaging (π₯34 Β· β 500) - Core utilities for Python packages. βUnlicensed
-- py2app (π₯24 Β· β 260) - py2app is a Python setuptools command which will allow you to make.. βUnlicensed
-- constructor (π₯23 Β· β 410) - tool for creating installers from conda packages. βUnlicensed
-- py2exe (π₯21 Β· β 610) - Create standalone Windows programs from Python code. βUnlicensed
-- pynsist (π₯19 Β· β 840 Β· π) - Build Windows installers for Python applications. βUnlicensed
-- xar (π₯18 Β· β 1.6K Β· π€) - executable archive format. βUnlicensed
-- pyship (π₯10 Β· β 34) - pyship - ship Python desktop apps to end users. MIT
+- pynsist (π₯23 Β· β 840 Β· π) - Build Windows installers for Python applications. MIT
+- pyship (π₯13 Β· β 34) - pyship - ship Python desktop apps to end users. MIT
@@ -2555,39 +2722,55 @@ This curated list contains 270 awesome open-source projects with a total of 840K
setuptools (π₯45 Β· β 2.1K) - Official project repository for the Setuptools build system. MIT
-- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 570 Β· π 940 Β· π¦ 350K Β· π 2.3K - 23% open Β· β±οΈ 26.06.2023):
+- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 570 Β· π 1K Β· π¦ 350K Β· π 2.3K - 24% open Β· β±οΈ 05.07.2023):
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (π₯ 250M / month):
+- [PyPi](https://pypi.org/project/setuptools) (π₯ 250M / month Β· π¦ 38K Β· β±οΈ 04.07.2022):
```
pip install setuptools
```
-- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 84M Β· β±οΈ 23.06.2023):
+- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 85M Β· β±οΈ 23.06.2023):
```
conda install -c conda-forge setuptools
```
buildbot (π₯36 Β· β 5.1K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
+invoke (π₯37 Β· β 4K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 840 Β· π 1.5K Β· π₯ 31K Β· π¦ 330 Β· π 1.5K - 45% open Β· β±οΈ 28.06.2023):
+- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 59 Β· π 350 Β· π¦ 21K Β· π 770 - 47% open Β· β±οΈ 14.06.2023):
+
+ ```
+ git clone https://github.com/pyinvoke/invoke
+ ```
+- [PyPi](https://pypi.org/project/invoke) (π₯ 5.4M / month Β· π¦ 2.7K Β· β±οΈ 16.01.2023):
+ ```
+ pip install invoke
+ ```
+- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 910K Β· β±οΈ 15.06.2023):
+ ```
+ conda install -c conda-forge invoke
+ ```
+buildbot (π₯36 Β· β 5.1K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
+
+- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 840 Β· π 1.6K Β· π₯ 32K Β· π¦ 330 Β· π 1.5K - 46% open Β· β±οΈ 06.07.2023):
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (π₯ 32K / month):
+- [PyPi](https://pypi.org/project/buildbot) (π₯ 32K / month Β· π¦ 460 Β· β±οΈ 06.03.2022):
```
pip install buildbot
```
-- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 83K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 84K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge buildbot
```
wheel (π₯36 Β· β 420) - The official binary distribution format for Python. MIT
+wheel (π₯36 Β· β 420) - The official binary distribution format for Python. MIT
-- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 71 Β· π 130 Β· π¦ 220K Β· π 370 - 9% open Β· β±οΈ 28.06.2023):
+- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 71 Β· π 130 Β· π¦ 220K Β· π 370 - 9% open Β· β±οΈ 03.07.2023):
```
git clone https://github.com/pypa/wheel
@@ -2596,35 +2779,35 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install wheel
```
-- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 68M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 69M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge wheel
```
invoke (π₯35 Β· β 4K) - Pythonic task management & command execution. BSD-2
+scons (π₯35 Β· β 1.7K) - SCons - a software construction tool. MIT
-- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 59 Β· π 340 Β· π¦ 21K Β· π 690 - 42% open Β· β±οΈ 14.06.2023):
+- [GitHub](https://github.com/SCons/scons) (π¨βπ» 150 Β· π 280 Β· π₯ 1.3K Β· π 3.4K - 19% open Β· β±οΈ 25.06.2023):
```
- git clone https://github.com/pyinvoke/invoke
+ git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/invoke) (π₯ 5.4M / month):
+- [PyPi](https://pypi.org/project/scons) (π₯ 380K / month Β· π¦ 57 Β· β±οΈ 30.07.2022):
```
- pip install invoke
+ pip install scons
```
-- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 910K Β· β±οΈ 15.06.2023):
+- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 460K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge invoke
+ conda install -c conda-forge scons
```
twine (π₯35 Β· β 1.4K) - Utilities for interacting with PyPI. Apache-2
-- [GitHub](https://github.com/pypa/twine) (π¨βπ» 120 Β· π 280 Β· π¦ 91K Β· π 460 - 9% open Β· β±οΈ 06.05.2023):
+- [GitHub](https://github.com/pypa/twine) (π¨βπ» 120 Β· π 300 Β· π¦ 92K Β· π 460 - 10% open Β· β±οΈ 06.05.2023):
```
git clone https://github.com/pypa/twine
```
-- [PyPi](https://pypi.org/project/twine) (π₯ 3.9M / month):
+- [PyPi](https://pypi.org/project/twine) (π₯ 3.8M / month Β· π¦ 14K Β· β±οΈ 01.12.2022):
```
pip install twine
```
@@ -2633,30 +2816,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge twine
```
scons (π₯32 Β· β 1.7K) - SCons - a software construction tool. MIT
+flit (π₯32 Β· β 2K) - Simplified packaging of Python modules. BSD-3
-- [GitHub](https://github.com/SCons/scons) (π¨βπ» 150 Β· π 270 Β· π₯ 1.3K Β· π 3.4K - 18% open Β· β±οΈ 25.06.2023):
-
- ```
- git clone https://github.com/SCons/scons
- ```
-- [PyPi](https://pypi.org/project/scons) (π₯ 390K / month):
- ```
- pip install scons
- ```
-- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 460K Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge scons
- ```
-flit (π₯30 Β· β 2K) - Simplified packaging of Python modules. BSD-3
-
-- [GitHub](https://github.com/pypa/flit) (π¨βπ» 66 Β· π 120 Β· π¦ 1.5K Β· π 380 - 28% open Β· β±οΈ 14.05.2023):
+- [GitHub](https://github.com/pypa/flit) (π¨βπ» 67 Β· π 120 Β· π¦ 1.5K Β· π 400 - 32% open Β· β±οΈ 02.07.2023):
```
git clone https://github.com/pypa/flit
```
-- [PyPi](https://pypi.org/project/flit) (π₯ 150K / month):
+- [PyPi](https://pypi.org/project/flit) (π₯ 150K / month Β· π¦ 340 Β· β±οΈ 04.11.2017):
```
pip install flit
```
@@ -2665,14 +2832,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge flit
```
doit (π₯30 Β· β 1.6K) - task management & automation tool. MIT
+doit (π₯31 Β· β 1.6K) - task management & automation tool. MIT
- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 65 Β· π 160 Β· π¦ 1.6K Β· π 300 - 26% open Β· β±οΈ 16.01.2023):
```
git clone https://github.com/pydoit/doit
```
-- [PyPi](https://pypi.org/project/doit) (π₯ 420K / month):
+- [PyPi](https://pypi.org/project/doit) (π₯ 420K / month Β· π¦ 290 Β· β±οΈ 22.04.2022):
```
pip install doit
```
@@ -2683,7 +2850,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
setuptools_scm (π₯28 Β· β 730) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 120 Β· π 180 Β· π 480 - 20% open Β· β±οΈ 23.06.2023):
+- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 120 Β· π 180 Β· π 480 - 20% open Β· β±οΈ 04.07.2023):
```
git clone https://github.com/pypa/setuptools_scm
@@ -2697,23 +2864,23 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge setuptools_scm
```
pybuilder (π₯25 Β· β 1.5K) - Software build automation tool for Python. Apache-2
+pybuilder (π₯25 Β· β 1.6K) - Software build automation tool for Python. Apache-2
- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 39 Β· π 240 Β· π 500 - 16% open Β· β±οΈ 25.02.2023):
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (π₯ 21K / month):
+- [PyPi](https://pypi.org/project/pybuilder) (π₯ 20K / month):
```
pip install pybuilder
```
-- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 48K Β· β±οΈ 15.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 49K Β· β±οΈ 15.06.2023):
```
conda install -c conda-forge pybuilder
```
paver (π₯24 Β· β 460 Β· π) - Python-based project scripting. BSD-3
+paver (π₯24 Β· β 460) - Python-based project scripting. BSD-3
- [GitHub](https://github.com/paver/paver) (π¨βπ» 46 Β· π 78 Β· π 130 - 29% open Β· β±οΈ 16.04.2023):
@@ -2724,7 +2891,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install paver
```
-- [Conda](https://anaconda.org/conda-forge/paver) (π₯ 27K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/paver) (π₯ 28K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge paver
```
@@ -2736,14 +2903,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 370 / month):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 360 / month):
```
pip install universal-build
```
Show 2 hidden projects...
-- buildout (π₯22 Β· β 560 Β· π€) - Buildout is a deployment automation tool written in and.. βUnlicensed
+- buildout (π₯30 Β· β 560 Β· π€) - Buildout is a deployment automation tool written in and.. βοΈZPL-2.1
- pynt (π₯18 Β· β 160 Β· π) - A pynt of Python build. MIT
@@ -2759,7 +2926,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 65M / month):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 64M / month):
```
pip install psutil
```
@@ -2768,14 +2935,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
conda install -c conda-forge psutil
```
py-spy (π₯33 Β· β 10K) - Sampling profiler for Python programs. MIT
+py-spy (π₯33 Β· β 11K) - Sampling profiler for Python programs. MIT
- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 32 Β· π 350 Β· π₯ 13K Β· π¦ 2.8K Β· π 300 - 38% open Β· β±οΈ 12.06.2023):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 1.9M / month Β· π¦ 44 Β· β±οΈ 07.09.2022):
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 1.9M / month):
```
pip install py-spy
```
@@ -2783,19 +2950,19 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
conda install -c conda-forge py-spy
```
-- [Cargo](https://crates.io/crates/py-spy) (π₯ 690 / month Β· π¦ 1 Β· β±οΈ 07.09.2022):
+- [Cargo](https://crates.io/crates/py-spy) (π₯ 850 / month):
```
cargo install py-spy
```
pyinstrument (π₯33 Β· β 5.4K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
-- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 51 Β· π 230 Β· π¦ 1.5K Β· π 120 - 16% open Β· β±οΈ 05.06.2023):
+- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 51 Β· π 200 Β· π¦ 1.5K Β· π 120 - 16% open Β· β±οΈ 05.06.2023):
```
git clone https://github.com/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 470K / month Β· π¦ 110 Β· β±οΈ 03.07.2022):
+- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 470K / month):
```
pip install pyinstrument
```
@@ -2806,35 +2973,35 @@ This curated list contains 270 awesome open-source projects with a total of 840K
memray (π₯31 Β· β 11K) - Memray is a memory profiler for Python. Apache-2
-- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 34 Β· π 320 Β· π¦ 170 Β· π 120 - 18% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 35 Β· π 320 Β· π¦ 170 Β· π 120 - 18% open Β· β±οΈ 30.06.2023):
```
git clone https://github.com/bloomberg/memray
```
-- [PyPi](https://pypi.org/project/memray) (π₯ 140K / month Β· π¦ 7 Β· β±οΈ 16.05.2022):
+- [PyPi](https://pypi.org/project/memray) (π₯ 160K / month Β· π¦ 7 Β· β±οΈ 16.05.2022):
```
pip install memray
```
-- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 48K Β· β±οΈ 25.06.2023):
+- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 50K Β· β±οΈ 25.06.2023):
```
conda install -c conda-forge memray
```
Scalene (π₯30 Β· β 7.9K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 40 Β· π 260 Β· π¦ 460 Β· π 370 - 38% open Β· β±οΈ 23.06.2023):
+- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 41 Β· π 240 Β· π¦ 470 Β· π 370 - 38% open Β· β±οΈ 04.07.2023):
```
git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (π₯ 19K / month Β· π¦ 4 Β· β±οΈ 06.01.2023):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 18K / month):
```
pip install scalene
```
Yappi (π₯28 Β· β 1.2K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 28 Β· π 64 Β· π¦ 980 Β· π 72 - 29% open Β· β±οΈ 29.05.2023):
+- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 28 Β· π 63 Β· π¦ 980 Β· π 70 - 27% open Β· β±οΈ 29.05.2023):
```
git clone https://github.com/sumerc/yappi
@@ -2855,7 +3022,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/line_profiler) (π₯ 370K / month Β· π¦ 68 Β· β±οΈ 01.04.2022):
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 360K / month Β· π¦ 68 Β· β±οΈ 01.04.2022):
```
pip install line_profiler
```
@@ -2871,48 +3038,48 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
git clone https://github.com/python-diamond/Diamond
```
-- [PyPi](https://pypi.org/project/diamond) (π₯ 8.8K / month):
+- [PyPi](https://pypi.org/project/diamond) (π₯ 8.2K / month):
```
pip install diamond
```
vprof (π₯22 Β· β 3.9K Β· π€) - Visual profiler for Python. BSD-2
+pympler (π₯26 Β· β 1.1K Β· π€) - Development tool to measure, monitor and analyze the memory.. Apache-2
-- [GitHub](https://github.com/nvdv/vprof) (π¨βπ» 17 Β· π 150 Β· π¦ 110 Β· π 83 - 31% open Β· β±οΈ 15.07.2022):
+- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 29 Β· π 84 Β· π 110 - 51% open Β· β±οΈ 24.07.2022):
```
- git clone https://github.com/nvdv/vprof
+ git clone https://github.com/pympler/pympler
```
-- [PyPi](https://pypi.org/project/vprof) (π₯ 3.5K / month):
+- [PyPi](https://pypi.org/project/pympler) (π₯ 1.8M / month Β· π¦ 330 Β· β±οΈ 22.12.2021):
```
- pip install vprof
+ pip install pympler
+ ```
+- [Conda](https://anaconda.org/conda-forge/pympler) (π₯ 340K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge pympler
```
pympler (π₯21 Β· β 1.1K Β· π€) - Development tool to measure, monitor and analyze the memory.. Apache-2
+vprof (π₯23 Β· β 3.9K Β· π€) - Visual profiler for Python. BSD-2
-- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 29 Β· π 80 Β· π 98 - 45% open Β· β±οΈ 24.07.2022):
+- [GitHub](https://github.com/nvdv/vprof) (π¨βπ» 17 Β· π 170 Β· π¦ 110 Β· π 84 - 32% open Β· β±οΈ 15.07.2022):
```
- git clone https://github.com/pympler/pympler
- ```
-- [PyPi](https://pypi.org/project/pympler) (π₯ 1.9M / month):
- ```
- pip install pympler
+ git clone https://github.com/nvdv/vprof
```
-- [Conda](https://anaconda.org/conda-forge/pympler) (π₯ 340K Β· β±οΈ 16.06.2023):
+- [PyPi](https://pypi.org/project/vprof) (π₯ 3.3K / month Β· π¦ 16 Β· β±οΈ 29.02.2020):
```
- conda install -c conda-forge pympler
+ pip install vprof
```
Show 8 hidden projects...
- Glances (π₯36 Β· β 23K) - Glances an Eye on your system. A top/htop alternative for.. βUnlicensed
-- Bpytop (π₯27 Β· β 9.4K Β· π) - Linux/OSX/FreeBSD resource monitor. Apache-2
-- memory-profiler (π₯22 Β· β 3.9K Β· π) - Monitor Memory usage of Python code. βUnlicensed
+- Bpytop (π₯28 Β· β 9.4K Β· π) - Linux/OSX/FreeBSD resource monitor. Apache-2
+- memory_profiler (π₯27 Β· β 3.8K Β· π) - Monitor Memory usage of Python code. BSD-3
+- memory-profiler (π₯22 Β· β 3.9K Β· π€) - Monitor Memory usage of Python code. βUnlicensed
- Profiling (π₯21 Β· β 3K Β· π) - Was an interactive continuous Python profiler. BSD-3
- heartrate (π₯20 Β· β 1.6K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
-- pyheat (π₯16 Β· β 770 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
-- memory_profiler (π₯16 Β· β 81 Β· π) - Monitor Memory usage of Python code. βUnlicensed
+- pyheat (π₯19 Β· β 770 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
- livepython (π₯12 Β· β 2.5K Β· π) - Visually trace Python code in real-time. MIT
@@ -2921,52 +3088,52 @@ This curated list contains 270 awesome open-source projects with a total of 840K
-astor (π₯29 Β· β 730) - Python AST read/write. BSD-3
+typed_ast (π₯30 Β· β 220) - Modified fork of CPythons ast module that parses `# type:` comments. Apache-2
-- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 33 Β· π 94 Β· π 120 - 33% open Β· β±οΈ 31.12.2022):
+- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 26 Β· π 56 Β· π 87 - 1% open Β· β±οΈ 03.07.2023):
```
- git clone https://github.com/berkerpeksag/astor
+ git clone https://github.com/python/typed_ast
```
-- [PyPi](https://pypi.org/project/astor) (π₯ 6.5M / month Β· π¦ 2.2K Β· β±οΈ 10.12.2019):
+- [PyPi](https://pypi.org/project/typed_ast) (π₯ 7.9M / month Β· π¦ 5.5K Β· β±οΈ 21.05.2022):
```
- pip install astor
+ pip install typed_ast
```
-- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 2.1M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/typed-ast) (π₯ 6.1M Β· β±οΈ 04.07.2023):
```
- conda install -c conda-forge astor
+ conda install -c conda-forge typed-ast
```
executing (π₯29 Β· β 250) - Get information about what a Python frame is currently doing,.. MIT
+astor (π₯29 Β· β 730 Β· π€) - Python AST read/write. BSD-3
-- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 9 Β· π 27 Β· π¦ 85K Β· π 37 - 51% open Β· β±οΈ 27.12.2022):
+- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 33 Β· π 94 Β· π 120 - 33% open Β· β±οΈ 31.12.2022):
```
- git clone https://github.com/alexmojaki/executing
+ git clone https://github.com/berkerpeksag/astor
```
-- [PyPi](https://pypi.org/project/executing) (π₯ 10M / month Β· π¦ 140 Β· β±οΈ 28.08.2022):
+- [PyPi](https://pypi.org/project/astor) (π₯ 6.4M / month Β· π¦ 2.2K Β· β±οΈ 10.12.2019):
```
- pip install executing
+ pip install astor
```
-- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 7.7M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 2.1M Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge executing
+ conda install -c conda-forge astor
```
typed_ast (π₯29 Β· β 220 Β· π€) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
+executing (π₯29 Β· β 250 Β· π€) - Get information about what a Python frame is currently doing,.. MIT
-- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 26 Β· π 55 Β· π 87 - 1% open Β· β±οΈ 08.10.2022):
+- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 9 Β· π 27 Β· π¦ 87K Β· π 37 - 51% open Β· β±οΈ 27.12.2022):
```
- git clone https://github.com/python/typed_ast
+ git clone https://github.com/alexmojaki/executing
```
-- [PyPi](https://pypi.org/project/typed_ast) (π₯ 8.1M / month Β· π¦ 5.5K Β· β±οΈ 21.05.2022):
+- [PyPi](https://pypi.org/project/executing) (π₯ 10M / month Β· π¦ 140 Β· β±οΈ 28.08.2022):
```
- pip install typed_ast
+ pip install executing
```
-- [Conda](https://anaconda.org/conda-forge/typed-ast) (π₯ 6M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 7.8M Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge typed-ast
+ conda install -c conda-forge executing
```
gast (π₯28 Β· β 130) - Python AST that abstracts the underlying Python version. BSD-3
@@ -2980,14 +3147,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install gast
```
-- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 2.3M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 2.3M Β· β±οΈ 03.07.2023):
```
conda install -c conda-forge gast
```
asteval (π₯26 Β· β 150) - minimalistic evaluator of python expression using ast module. MIT
+asteval (π₯26 Β· β 160) - minimalistic evaluator of python expression using ast module. MIT
-- [GitHub](https://github.com/newville/asteval) (π¨βπ» 24 Β· π 38 Β· π 65 - 6% open Β· β±οΈ 19.06.2023):
+- [GitHub](https://github.com/newville/asteval) (π¨βπ» 24 Β· π 38 Β· π 65 - 6% open Β· β±οΈ 03.07.2023):
```
git clone https://github.com/newville/asteval
@@ -2996,14 +3163,14 @@ This curated list contains 270 awesome open-source projects with a total of 840K
```
pip install asteval
```
-- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 290K Β· β±οΈ 18.06.2023):
+- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 300K Β· β±οΈ 18.06.2023):
```
conda install -c conda-forge asteval
```
Show 1 hidden projects...
-- astunparse (π₯29 Β· β 200 Β· π) - An AST unparser for Python. BSD-3
+- astunparse (π₯29 Β· β 200 Β· π) - An AST unparser for Python. BSD-3
@@ -3013,7 +3180,7 @@ This curated list contains 270 awesome open-source projects with a total of 840K
pre-commit (π₯42 Β· β 11K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 150 Β· π 730 Β· π₯ 490K Β· π¦ 140K Β· π 1.8K - 1% open Β· β±οΈ 27.06.2023):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 150 Β· π 730 Β· π₯ 500K Β· π¦ 140K Β· π 1.8K - 1% open Β· β±οΈ 01.07.2023):
```
git clone https://github.com/pre-commit/pre-commit
diff --git a/history/2023-07-06_changes.md b/history/2023-07-06_changes.md
new file mode 100644
index 0000000..d66b8c3
--- /dev/null
+++ b/history/2023-07-06_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._
+
+- freezegun (π₯33 Β· β 3.7K Β· π) - Let your Python tests travel through time. Apache-2
+- buildout (π₯30 Β· β 560 Β· π€) - Buildout is a deployment automation tool written in and.. βοΈZPL-2.1
+- hacking (π₯28 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 BSD-3
+- assertpy (π₯20 Β· β 380 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
+
+## π Trending Down
+
+_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
+
+- mypy (π₯42 Β· β 16K Β· π) - Optional static typing for Python. βUnlicensed
+- sphinx (π₯41 Β· β 5.5K Β· π) - The Sphinx documentation generator. βUnlicensed Apache-2
+- beartype (π₯24 Β· β 1.9K Β· π) - Unbearably fast near-real-time runtime type-checking in pure Python. MIT
+- PrettyErrors (π₯19 Β· β 2.6K Β· π) - Prettify Python exception output to make it legible. MIT
+
diff --git a/history/2023-07-06_projects.csv b/history/2023-07-06_projects.csv
new file mode 100644
index 0000000..e4f1756
--- /dev/null
+++ b/history/2023-07-06_projects.csv
@@ -0,0 +1,269 @@
+,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,updated_github_id,pypi_id,conda_id,labels,dependent_project_count,github_dependent_project_count,pypi_url,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,pypi_latest_release_published_at,pypi_dependent_project_count,github_release_downloads,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,cargo_id,cargo_url,cargo_monthly_downloads,cargo_total_downloads,conda_forge
+0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2023-06-29 17:12:03.000,2023-06-29 17:12:02,245.0,27.0,149.0,53.0,148.0,1.0,2.0,1943.0,2023-06-29 17:12:08.000,2023.06.29,96.0,12.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,https://github.com/mkdocs/catalog,https://github.com/mkdocs/catalog,CC-BY-SA-4.0,2022-04-17 07:48:22.000,2023-06-30 13:16:12.000,2023-06-30 13:16:12,181.0,32.0,14.0,10.0,98.0,2.0,6.0,318.0,2023-06-29 18:48:34.000,2023.06.29,68.0,8.0,0,True,mkdocs/catalog,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,,https://packaging.python.org/overview/,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,,https://docs.python.org/3/library/unittest.html,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2023-07-06 08:51:45.000,2023-07-06 08:51:44,15157.0,214.0,2299.0,194.0,5133.0,777.0,4549.0,10381.0,2023-06-23 11:18:06.000,7.4.0,108.0,885.0,48,True,,pytest,conda-forge/pytest,['pytest'],957369.0,957369.0,https://pypi.org/project/pytest,58923030.0,59564962.0,https://anaconda.org/conda-forge/pytest,2023-06-25 11:25:20.181,21183787.0,1.0,,,,,,,,,,,,,,,,,,,
+5,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2023-07-05 05:44:00.000,2023-07-05 05:43:40,8400.0,129.0,1851.0,363.0,1731.0,197.0,3781.0,23920.0,2023-07-05 02:17:20.000,2023.7.4,363.0,470.0,45,True,,pipenv,conda-forge/pipenv,,94294.0,93043.0,https://pypi.org/project/pipenv,6864108.0,6867118.0,https://anaconda.org/conda-forge/pipenv,2023-07-05 04:49:49.090,114405.0,1.0,2022-07-04 21:30:18.000,1251.0,,,,,,,,,,,,,,,,,
+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 14:02:33.000,2023-07-05 16:22:34.000,2023-07-05 16:22:28,13952.0,161.0,1006.0,91.0,1405.0,561.0,1773.0,2066.0,2023-06-19 15:56:05.830,68.0.0,547.0,574.0,45,True,,setuptools,conda-forge/setuptools,,390298.0,352582.0,https://pypi.org/project/setuptools,249203035.0,251435523.0,https://anaconda.org/conda-forge/setuptools,2023-06-23 13:47:19.359,84834546.0,1.0,2022-07-04 02:25:55.000,37716.0,,,,,,,,,,,,,,,,,
+7,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2023-07-05 21:25:13.000,2023-07-05 17:08:04,1582.0,41.0,2116.0,227.0,1417.0,399.0,1958.0,32838.0,2023-03-29 01:06:04.625,23.3.0,46.0,377.0,44,True,,black,conda-forge/black,,401190.0,390526.0,https://pypi.org/project/black,21049563.0,21171531.0,https://anaconda.org/conda-forge/black,2023-06-16 16:08:49.401,7507689.0,1.0,2018-09-26 20:08:48.000,10664.0,45635.0,,,,,,,,,,,,,,,,
+8,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2023-07-05 09:44:52.000,2023-07-05 09:44:51,13907.0,189.0,2755.0,312.0,5236.0,915.0,5925.0,8822.0,,,63.0,736.0,44,True,,pip,conda-forge/pip,,143492.0,143492.0,https://pypi.org/project/pip,138617361.0,139596866.0,https://anaconda.org/conda-forge/pip,2023-06-16 13:25:27.518,82278459.0,1.0,,,,,,,,,,,,,,,,,,,
+9,rich,Textualize/rich,logging,Rich is a Python library for rich text and beautiful formatting in the terminal.,,https://github.com/Textualize/rich,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000,2023-07-05 23:48:17.000,2023-07-03 10:41:29,3787.0,35.0,1588.0,542.0,984.0,168.0,987.0,43813.0,2023-06-12 13:57:22.000,13.4.2,184.0,223.0,43,True,,rich,conda-forge/rich,,106219.0,101897.0,https://pypi.org/project/rich,24532992.0,24651169.0,https://anaconda.org/conda-forge/rich,2023-06-12 17:36:05.280,4254373.0,1.0,2022-05-24 06:40:55.000,4322.0,,,,,,,,,,,,,,,,,
+10,psutil,giampaolo/psutil,profiling,Cross-platform lib for process and system monitoring in Python.,,https://github.com/giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2023-06-25 13:51:39.000,2023-06-09 13:37:14,5941.0,53.0,1297.0,239.0,633.0,238.0,1391.0,9399.0,,,37.0,195.0,43,True,,psutil,conda-forge/psutil,,333552.0,333552.0,https://pypi.org/project/psutil,64205146.0,64474059.0,https://anaconda.org/conda-forge/psutil,2023-06-16 13:17:58.536,23395468.0,1.0,,,,,,,,,,,,,,,,,,,
+11,conda,conda/conda,dependency-managers,"A system-level, binary package and environment manager running on all major operating systems and platforms.",,https://github.com/conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2023-07-05 22:50:16.000,2023-07-05 18:15:22,16387.0,106.0,1373.0,197.0,3685.0,773.0,8396.0,5549.0,2023-05-22 19:00:30.000,23.5.0,100.0,432.0,43,True,,conda,conda-forge/conda,,42646.0,41554.0,https://pypi.org/project/conda,75262.0,607332.0,https://anaconda.org/conda-forge/conda,2023-06-16 13:24:13.724,44161887.0,1.0,2016-09-16 15:07:21.000,1092.0,,,,,,,,,,,,,,,,,
+12,tqdm,tqdm/tqdm,logging,"A Fast, Extensible Progress Bar for Python and CLI.",,https://github.com/tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000,2023-07-05 14:07:48.000,2023-03-03 21:07:28,1940.0,,1278.0,216.0,515.0,446.0,569.0,25173.0,2023-03-03 21:28:29.000,4.65.0,131.0,112.0,42,True,,tqdm,conda-forge/tqdm,,527535.0,501630.0,https://pypi.org/project/tqdm,56124779.0,56374355.0,https://anaconda.org/conda-forge/tqdm,2023-06-16 13:21:11.775,21198553.0,1.0,2019-01-11 22:13:30.000,25905.0,11685.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2023-06-10 01:47:30.999281,2.0,4105.0,,,,,,,,,,,
+13,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2023-07-06 12:13:17.000,2023-07-02 16:04:50,1915.0,94.0,2192.0,230.0,1151.0,105.0,1716.0,16684.0,2023-05-02 21:19:16.000,1.4.3,25.0,239.0,42,True,,mkdocs,conda-forge/mkdocs,['mkdocs'],46164.0,46164.0,https://pypi.org/project/mkdocs,1774015.0,1777095.0,https://anaconda.org/conda-forge/mkdocs,2023-06-16 13:17:08.336,268009.0,1.0,,,,,,,,,,,,,,,,,,,
+14,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,,2012-12-07 13:30:23.000,2023-07-06 11:07:36.000,2023-07-06 08:07:13,11343.0,238.0,2472.0,236.0,6369.0,2454.0,6701.0,15709.0,,,51.0,661.0,42,False,,mypy,conda-forge/mypy,,194308.0,194308.0,https://pypi.org/project/mypy,14266882.0,14352600.0,https://anaconda.org/conda-forge/mypy,2023-06-26 23:33:15.146,3171571.0,1.0,,,,,,,,,-4.0,,,,,,,,,,
+15,pre-commit,pre-commit/pre-commit,others,A framework for managing and maintaining multi-language pre-commit hooks.,,https://github.com/pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2023-07-01 21:33:30.000,2023-07-01 21:33:28,2555.0,54.0,727.0,89.0,1098.0,23.0,1770.0,10585.0,2023-06-13 23:12:35.000,3.3.3,185.0,150.0,42,True,,pre-commit,conda-forge/pre-commit,,142771.0,138232.0,https://pypi.org/project/pre-commit,9966329.0,10080384.0,https://anaconda.org/conda-forge/pre-commit,2023-06-14 13:24:44.334,3314668.0,1.0,2023-01-29 23:39:18.572,4539.0,499189.0,,,,,,,,,,,,,,,,
+16,pyinstaller,pyinstaller/pyinstaller,packaging,Freeze (package) Python programs into stand-alone executables.,,https://github.com/pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2023-07-02 16:41:30.000,2023-07-02 16:41:29,8843.0,144.0,1884.0,234.0,2185.0,285.0,4655.0,10422.0,2023-06-24 23:23:25.000,5.13.0,54.0,454.0,42,True,,pyinstaller,conda-forge/pyinstaller,,45769.0,45480.0,https://pypi.org/project/pyinstaller,1245554.0,1267171.0,https://anaconda.org/conda-forge/pyinstaller,2023-06-26 15:53:40.337,460499.0,1.0,2022-05-17 18:32:22.000,289.0,739677.0,,,,,,,,,,,,,,,,
+17,pylint,PyCQA/pylint,linters,Its not just a linter that annoys you!.,,https://github.com/pylint-dev/pylint,https://github.com/pylint-dev/pylint,GPL-2.0,2015-12-09 05:40:02.000,2023-07-06 13:41:05.000,2023-07-04 12:16:02,8703.0,153.0,981.0,77.0,3810.0,725.0,4285.0,4735.0,2023-05-06 16:33:40.000,2.17.4,74.0,530.0,42,True,pylint-dev/pylint,pylint,conda-forge/pylint,,370316.0,370316.0,https://pypi.org/project/pylint,13537144.0,13588546.0,https://anaconda.org/conda-forge/pylint,2023-06-16 13:23:56.946,4266433.0,1.0,,,,,,,,,,,,,,,,,,,
+18,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter, written in Rust.",,https://github.com/astral-sh/ruff,https://github.com/astral-sh/ruff,MIT,2022-08-09 17:17:44.000,2023-07-06 14:12:11.000,2023-07-06 14:07:47,3983.0,954.0,493.0,65.0,3395.0,319.0,1766.0,16068.0,2023-07-06 02:44:00.000,0.0.277,251.0,224.0,41,True,astral-sh/ruff,ruff,conda-forge/ruff,,10647.0,10002.0,https://pypi.org/project/ruff,2778237.0,2813567.0,https://anaconda.org/conda-forge/ruff,2023-07-04 02:43:28.686,246559.0,1.0,2023-07-04 21:54:02.610,645.0,31582.0,,,,,,,,,,,,,,,,
+19,mkdocs-material,squidfunk/mkdocs-material,documentation,Documentation that simply works.,,https://github.com/squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2023-07-06 14:05:27.000,2023-07-03 10:28:04,5342.0,178.0,3021.0,117.0,2411.0,27.0,1893.0,14393.0,2023-07-03 10:30:05.391,9.1.18,325.0,218.0,41,True,,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],34786.0,34104.0,https://pypi.org/project/mkdocs-material,2579767.0,2587033.0,https://anaconda.org/conda-forge/mkdocs-material,2023-07-03 14:23:38.883,276130.0,1.0,2022-11-08 14:44:39.000,682.0,,,,,,,,,,,,,,,,,
+20,yapf,google/yapf,formatters,A formatter for Python files.,,https://github.com/google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2023-06-26 20:38:53.000,2023-06-26 20:38:49,1295.0,71.0,902.0,216.0,319.0,369.0,439.0,13300.0,2023-06-20 05:44:07.767,0.40.1,73.0,148.0,41,True,,yapf,conda-forge/yapf,,81737.0,79501.0,https://pypi.org/project/yapf,3519247.0,3536818.0,https://anaconda.org/conda-forge/yapf,2023-06-16 13:17:36.752,1493557.0,2.0,2023-02-21 19:25:03.574,2236.0,,,,,,,,,,,,,,,,,
+21,robotframework,robotframework/robotframework,testing,Generic automation framework for acceptance testing and RPA.,,https://github.com/robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2023-06-26 08:59:11.000,2023-06-13 22:23:17,14111.0,142.0,2095.0,479.0,666.0,261.0,3881.0,8167.0,2023-06-12 09:41:48.000,6.1,71.0,185.0,41,True,,robotframework,conda-forge/robotframework,,7975.0,7975.0,https://pypi.org/project/robotframework,1786931.0,1788986.0,https://anaconda.org/conda-forge/robotframework,2023-06-12 12:29:42.201,135344.0,1.0,,,551.0,,,,,,,,,,,,,,,,
+22,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,,2015-01-02 10:53:28.000,2023-07-04 00:06:48.000,2023-05-15 09:43:55,20121.0,71.0,1822.0,148.0,4936.0,1179.0,5324.0,5507.0,2023-05-12 21:51:49.000,7.0.1,99.0,783.0,41,False,,sphinx,conda-forge/sphinx,['sphinx'],314558.0,314558.0,https://pypi.org/project/sphinx,9235011.0,9329446.0,https://anaconda.org/conda-forge/sphinx,2023-06-16 13:24:32.093,7838186.0,1.0,,,,,,,,,-3.0,,,,,,,,,,
+23,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2023-07-04 09:40:37.000,2023-07-03 23:17:52,690.0,28.0,1007.0,167.0,1274.0,80.0,1272.0,4493.0,2023-06-16 18:40:10.819,20.23.1,205.0,256.0,41,True,,virtualenv,conda-forge/virtualenv,,301703.0,283796.0,https://pypi.org/project/virtualenv,56973569.0,57117181.0,https://anaconda.org/conda-forge/virtualenv,2023-06-17 12:38:51.971,4739207.0,2.0,2020-08-17 15:24:34.000,17907.0,,,,,,,,,,,,,,,,,
+24,poetry,python-poetry/poetry,dependency-managers,Python packaging and dependency management made easy.,,https://github.com/python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2023-07-06 13:41:21.000,2023-07-06 13:09:24,2906.0,116.0,1975.0,185.0,2447.0,609.0,4533.0,25640.0,2023-05-29 16:05:44.352,1.5.1,162.0,466.0,40,True,,poetry,conda-forge/poetry,,260.0,,https://pypi.org/project/poetry,12976146.0,13237279.0,https://anaconda.org/conda-forge/poetry,2023-06-16 16:11:52.688,921131.0,2.0,2022-06-06 21:41:00.000,260.0,15170477.0,,,,,,,,,,,,,,,,
+25,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 23:12:30.000,2023-06-22 08:44:16.000,2023-06-22 08:44:15,8366.0,20.0,498.0,114.0,583.0,55.0,1303.0,5452.0,2022-11-21 22:34:01.796,0.18.2,32.0,165.0,40,True,,jedi,conda-forge/jedi,,329230.0,320817.0,https://pypi.org/project/jedi,19396256.0,19607024.0,https://anaconda.org/conda-forge/jedi,2023-06-16 13:24:08.401,17072214.0,1.0,2021-11-17 00:47:47.000,8413.0,,,,,,,,,,,,,,,,,
+26,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 17:06:24.000,2023-07-04 12:05:24.000,2023-07-04 12:05:22,2386.0,20.0,284.0,37.0,321.0,27.0,1490.0,2897.0,2022-11-23 19:29:25.198,6.0.0,87.0,172.0,40,True,,flake8,conda-forge/flake8,,514184.0,470213.0,https://pypi.org/project/flake8,19764268.0,19839188.0,https://anaconda.org/conda-forge/flake8,2023-06-16 13:25:30.103,6368210.0,1.0,2022-11-23 19:29:25.198,43971.0,,,,,,,,,,,,,,,,,
+27,pip-tools,jazzband/pip-tools,dependency-managers,A set of tools to keep your pinned Python dependencies fresh.,,https://github.com/jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2023-07-04 20:57:06.000,2023-07-04 20:57:05,1976.0,97.0,504.0,102.0,918.0,128.0,821.0,6934.0,2023-07-01 07:15:35.000,6.14.0,63.0,193.0,39,True,,pip-tools,conda-forge/pip-tools,,21124.0,21124.0,https://pypi.org/project/pip-tools,8198871.0,8201451.0,https://anaconda.org/conda-forge/pip-tools,2023-07-01 11:18:04.146,98066.0,2.0,,,,,,,,,,,,,,,,,,,
+28,hypothesis,HypothesisWorks/hypothesis,testing,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",,https://github.com/HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,,2013-03-10 13:51:19.000,2023-07-06 12:31:38.000,2023-07-05 04:43:16,13128.0,282.0,537.0,70.0,2278.0,42.0,1368.0,6776.0,2023-04-26 08:30:52.000,hypothesis-python-6.74.0,685.0,314.0,39,False,,hypothesis,conda-forge/hypothesis,,21430.0,21430.0,https://pypi.org/project/hypothesis,5027377.0,5233750.0,https://anaconda.org/conda-forge/hypothesis,2023-06-28 03:34:23.640,7842195.0,1.0,,,,,,,,,,,,,,,,,,,
+29,isort,PyCQA/isort,formatters,A Python utility / library to sort imports.,,https://github.com/PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2023-06-30 22:15:06.000,2023-06-29 17:31:49,4088.0,8.0,536.0,48.0,932.0,168.0,1062.0,5898.0,2023-01-31 16:31:31.154,5.8.0,143.0,284.0,39,True,,isort,conda-forge/isort,,414655.0,397838.0,https://pypi.org/project/isort,25562612.0,25621775.0,https://anaconda.org/conda-forge/isort,2023-06-16 13:18:02.201,4969729.0,2.0,2019-03-10 06:01:35.000,16817.0,,,,,,,,,,,,,,,,,
+30,tox,tox-dev/tox,testing,Command line driven CI frontend and development task automation tool.,,https://github.com/tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2023-07-01 21:50:48.434,2023-06-27 09:25:32,609.0,33.0,483.0,43.0,1317.0,82.0,1552.0,3303.0,2023-06-20 02:44:06.000,4.6.3,198.0,282.0,39,True,,tox,conda-forge/tox,['pytest'],123156.0,101523.0,https://pypi.org/project/tox,11595913.0,11615177.0,https://anaconda.org/conda-forge/tox,2023-07-01 21:50:48.434,732060.0,1.0,2020-09-01 17:41:17.000,21633.0,,,,,,,,,,,,,,,,,
+31,sentry-sdk,getsentry/sentry-python,logging,The official Python SDK for Sentry.io.,,https://github.com/getsentry/sentry-python,https://github.com/getsentry/sentry-python,MIT,2018-06-18 22:51:10.000,2023-07-06 14:31:48.000,2023-07-06 13:03:25,1830.0,140.0,393.0,68.0,1245.0,190.0,779.0,1563.0,2023-07-06 13:03:10.000,1.27.1,191.0,179.0,39,True,,sentry-sdk,conda-forge/sentry-sdk,,46337.0,46012.0,https://pypi.org/project/sentry-sdk,15905987.0,15915164.0,https://anaconda.org/conda-forge/sentry-sdk,2023-06-16 16:13:35.081,509324.0,1.0,2023-02-27 11:01:12.322,325.0,3565.0,,,,,,,,,,,,,,,,
+32,Nuitka,Nuitka/Nuitka,packaging,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8,..",,https://github.com/Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2023-07-06 10:30:39.000,2023-07-06 05:18:35,11079.0,598.0,493.0,127.0,311.0,177.0,1716.0,9221.0,2023-06-28 09:41:00.815,1.6.6,260.0,145.0,38,True,,nuitka,conda-forge/nuitka,,1360.0,1311.0,https://pypi.org/project/nuitka,66428.0,80565.0,https://anaconda.org/conda-forge/nuitka,2023-07-06 09:49:28.647,537226.0,1.0,2023-01-31 18:21:01.683,49.0,,,,,,,,,,,,,,,,,
+33,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 00:43:37.000,2023-07-04 12:04:49.000,2023-07-04 12:04:47,1375.0,22.0,703.0,119.0,463.0,114.0,601.0,4868.0,2022-11-23 18:29:05.901,2.10.0,16.0,131.0,38,True,,pycodestyle,conda-forge/pycodestyle,,362253.0,350747.0,https://pypi.org/project/pycodestyle,28292214.0,28369718.0,https://anaconda.org/conda-forge/pycodestyle,2023-06-16 13:17:34.285,6587905.0,1.0,2022-11-23 18:29:05.901,11506.0,,,,,,,,,,,,,,,,,
+34,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2023-07-04 09:10:41.000,2023-07-03 21:35:52,719.0,15.0,613.0,129.0,121.0,106.0,687.0,15284.0,2023-04-10 09:14:19.000,0.7.0,19.0,43.0,37,True,,loguru,conda-forge/loguru,,59035.0,56503.0,https://pypi.org/project/loguru,7628763.0,7654929.0,https://anaconda.org/conda-forge/loguru,2023-06-16 16:13:46.735,1386834.0,2.0,2020-09-20 07:54:28.000,2532.0,,,,,,,,,,,,,,,,,
+35,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2023-07-03 21:08:57.000,2023-06-30 06:39:10,6321.0,351.0,1068.0,107.0,638.0,18.0,4190.0,10584.0,2023-06-26 07:16:29.000,1.1.316,400.0,95.0,37,True,,,,,556.0,546.0,,,576150.0,,,,2.0,,,581.0,,,,,,,pyright,https://www.npmjs.com/package/pyright,2023-06-26 07:03:56.672,10.0,576116.0,,,,,
+36,bandit,PyCQA/bandit,security,Bandit is a tool designed to find common security issues in Python code.,,https://github.com/PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2023-06-29 17:01:28.000,2023-06-29 17:01:26,1313.0,11.0,521.0,67.0,382.0,160.0,451.0,5314.0,2023-03-10 01:02:04.000,1.7.5,12.0,168.0,37,True,,bandit,conda-forge/bandit,,42574.0,42574.0,https://pypi.org/project/bandit,3080702.0,3085638.0,https://anaconda.org/conda-forge/bandit,2023-06-16 16:15:12.910,246224.0,1.0,,,708.0,,,,,,,,,,,,,,,,
+37,sphinx_rtd_theme,readthedocs/sphinx_rtd_theme,documentation,Sphinx theme for readthedocs.org.,,https://github.com/readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2023-06-15 11:05:23.000,2023-06-07 13:27:05,1454.0,8.0,1751.0,163.0,679.0,245.0,603.0,4404.0,2023-06-07 13:31:28.096,1.2.2,45.0,115.0,37,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],6627.0,16.0,https://pypi.org/project/sphinx_rtd_theme,3789344.0,3830560.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2023-06-09 10:27:20.086,3420948.0,2.0,2021-09-13 19:53:37.000,6611.0,,,,,,,,,,,,,,,,,
+38,autopep8,hhatto/autopep8,formatters,A tool that automatically formats Python code to conform to the PEP 8 style guide.,,https://github.com/hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2023-06-16 13:17:55.073,2023-03-19 12:05:58,2819.0,,292.0,72.0,219.0,113.0,356.0,4378.0,2023-03-03 09:23:05.483,2.0.2,73.0,57.0,37,True,,autopep8,conda-forge/autopep8,,189198.0,183368.0,https://pypi.org/project/autopep8,3345564.0,3359624.0,https://anaconda.org/conda-forge/autopep8,2023-06-16 13:17:55.073,1195158.0,3.0,2022-10-28 21:13:03.171,5830.0,,,,,,,,,,,,,,,,,
+39,invoke,pyinvoke/invoke,build-tools,Pythonic task management & command execution.,,https://github.com/pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2023-06-25 17:04:16.000,2023-06-14 23:05:36,3694.0,38.0,349.0,92.0,243.0,368.0,399.0,4003.0,2023-06-14 23:06:48.129,2.1.3,64.0,59.0,37,True,,invoke,conda-forge/invoke,,23945.0,21234.0,https://pypi.org/project/invoke,5411523.0,5441920.0,https://anaconda.org/conda-forge/invoke,2023-06-15 01:55:44.246,911922.0,1.0,2023-01-16 22:26:01.797,2711.0,,,,,,,,,,,,,,,,,
+40,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,https://github.com/nicolargo/glances,,2011-12-04 08:49:15.000,2023-07-05 08:07:25.000,2023-07-02 14:02:46,5101.0,302.0,1371.0,497.0,724.0,203.0,1468.0,23072.0,2023-05-18 15:52:21.000,3.4.0.2,34.0,173.0,36,False,,glances,conda-forge/glances,,680.0,680.0,https://pypi.org/project/glances,140076.0,142360.0,https://anaconda.org/conda-forge/glances,2023-06-05 20:53:05.651,199829.0,1.0,,,1395.0,,,,,,,,,,,,,,,,
+41,pyautogui,asweigart/pyautogui,testing,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,,https://github.com/asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2023-06-15 06:24:04.000,2023-06-07 11:16:23,408.0,6.0,1076.0,185.0,150.0,455.0,223.0,8297.0,2023-05-24 20:13:07.561,0.9.54,51.0,52.0,36,True,,pyautogui,conda-forge/pyautogui,,25675.0,24921.0,https://pypi.org/project/pyautogui,609801.0,612734.0,https://anaconda.org/conda-forge/pyautogui,2023-06-12 20:13:48.004,199462.0,1.0,2021-07-07 17:05:04.000,754.0,,,,,,,,,,,,,,,,,
+42,buildbot,buildbot/buildbot,build-tools,Python-based continuous integration testing framework; your pull requests are more than welcome!.,,https://github.com/buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2023-07-06 11:03:54.000,2023-07-06 11:03:52,23735.0,202.0,1626.0,204.0,5373.0,686.0,805.0,5059.0,2023-04-17 01:43:00.835,3.8.0,122.0,840.0,36,True,,buildbot,conda-forge/buildbot,,784.0,327.0,https://pypi.org/project/buildbot,31860.0,34123.0,https://anaconda.org/conda-forge/buildbot,2023-06-16 16:16:17.417,83899.0,2.0,2022-03-06 14:20:53.000,457.0,31568.0,,,,,,,,,,,,,,,,
+43,wemake-python-styleguide,wemake-services/wemake-python-styleguide,linters,The strictest and most opinionated python linter ever!.,,https://github.com/wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2023-07-06 06:57:39.000,2023-07-06 06:57:35,2231.0,54.0,370.0,29.0,1628.0,111.0,960.0,2245.0,2023-05-31 14:30:27.000,0.18.0,56.0,181.0,36,True,,wemake-python-styleguide,,,14954.0,14907.0,https://pypi.org/project/wemake-python-styleguide,239180.0,239180.0,,,,2.0,2020-01-19 11:56:48.000,47.0,,,,,,,,,,,,,,,,,
+44,pytest-xdist,pytest-dev/pytest-xdist,testing,pytest plugin for distributed testing and loop-on-failures testing modes.,,https://github.com/pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2023-07-05 15:49:16.000,2023-07-04 07:29:28,1100.0,25.0,201.0,48.0,368.0,223.0,326.0,1186.0,2023-05-19 10:55:22.213,3.3.1,65.0,90.0,36,True,,pytest-xdist,conda-forge/pytest-xdist,['pytest'],5029.0,,https://pypi.org/project/pytest-xdist,8331871.0,8390270.0,https://anaconda.org/conda-forge/pytest-xdist,2023-06-16 13:21:13.802,4905586.0,1.0,2021-12-10 11:41:55.000,5029.0,,,,,,,,,,,,,,,,,
+45,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,Apache-2.0,2014-05-15 22:49:43.000,2023-06-26 18:39:59.000,2023-06-19 19:08:07,648.0,9.0,219.0,27.0,381.0,77.0,253.0,505.0,2023-04-12 16:11:39.000,23.1,42.0,89.0,36,True,,packaging,conda-forge/packaging,,795245.0,776495.0,https://pypi.org/project/packaging,154628369.0,155039907.0,https://anaconda.org/conda-forge/packaging,2023-06-16 13:17:40.629,34979493.0,2.0,2023-01-09 21:11:31.536,18750.0,722.0,,,,,,,,,,,,,,,,
+46,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 23:19:28.580,2023-07-03 23:33:20.000,2023-07-03 23:33:19,873.0,17.0,134.0,29.0,178.0,36.0,336.0,424.0,2023-03-14 15:11:10.051,0.40.0,72.0,71.0,36,True,,wheel,conda-forge/wheel,,253706.0,217261.0,https://pypi.org/project/wheel,169297468.0,170113530.0,https://anaconda.org/conda-forge/wheel,2023-06-16 13:25:34.618,68549280.0,2.0,2019-05-10 11:19:01.000,36445.0,,,,,,,,,,,,,,,,,
+47,pyre-check,facebook/pyre-check,type-checkers,Performant type-checking for python.,,https://github.com/facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2023-07-06 02:29:08.000,2023-07-06 02:24:12,14373.0,413.0,412.0,111.0,364.0,137.0,239.0,6392.0,2023-02-14 01:01:23.450,0.9.18,76.0,246.0,35,True,,pyre-check,,,48.0,,https://pypi.org/project/pyre-check,63897.0,63897.0,,,,3.0,2022-11-08 21:43:56.374,48.0,,,,,,,,,,,,,,,,,
+48,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,,2013-08-13 15:55:58.000,2023-07-04 06:30:39.000,2023-07-04 06:30:37,1381.0,50.0,181.0,33.0,248.0,32.0,247.0,2633.0,2023-04-06 12:20:58.979,23.1.0,31.0,98.0,35,False,,structlog,conda-forge/structlog,,9825.0,8774.0,https://pypi.org/project/structlog,7977732.0,7981434.0,https://anaconda.org/conda-forge/structlog,2023-06-09 16:58:07.029,310985.0,2.0,2015-09-25 11:27:13.000,1051.0,,,,,,,,,,,,,,,,,
+49,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 04:11:53.000,2023-07-02 12:58:44.000,2023-07-02 08:46:31,4121.0,364.0,233.0,46.0,38.0,8.0,1155.0,2300.0,2023-07-01 02:36:39.000,8.2.9,315.0,29.0,35,False,,pyarmor,,,888.0,865.0,https://pypi.org/project/pyarmor,135107.0,135107.0,,,,2.0,2022-12-11 06:32:00.693,23.0,,,,,,,,,,,,,,,,,
+50,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2023-07-06 10:50:43.000,2023-06-25 18:23:01,8710.0,112.0,285.0,62.0,987.0,658.0,2721.0,1723.0,2023-03-21 16:25:11.000,4.5.2,32.0,149.0,35,True,,scons,conda-forge/scons,,57.0,,https://pypi.org/project/scons,381386.0,387446.0,https://anaconda.org/conda-forge/scons,2023-06-16 13:25:22.382,458676.0,2.0,2022-07-30 21:23:00.222,57.0,1332.0,,,,,,,,,,,,,,,,
+51,rope,python-rope/rope,refactoring,a python refactoring library.,,https://github.com/python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2023-06-29 17:22:42.966,2023-06-29 12:24:48,3152.0,20.0,164.0,27.0,347.0,78.0,229.0,1642.0,2023-06-29 12:30:01.604,1.9.0,83.0,77.0,35,True,,rope,conda-forge/rope,,67052.0,65425.0,https://pypi.org/project/rope,740720.0,776788.0,https://anaconda.org/conda-forge/rope,2023-06-29 17:22:42.966,1190257.0,1.0,2022-06-22 07:57:01.000,1627.0,,,,,,,,,,,,,,,,,
+52,pytest-cov,pytest-dev/pytest-cov,testing,Coverage plugin for pytest.,,https://github.com/pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2023-06-16 13:15:36.736,2023-05-24 18:28:10,920.0,8.0,202.0,37.0,237.0,125.0,238.0,1467.0,2022-09-28 18:41:46.166,4.0.0,44.0,86.0,35,True,,pytest-cov,conda-forge/pytest-cov,['pytest'],294111.0,261899.0,https://pypi.org/project/pytest-cov,21808056.0,21908445.0,https://anaconda.org/conda-forge/pytest-cov,2023-06-16 13:15:36.736,8834311.0,2.0,2021-10-04 01:48:57.000,32212.0,,,,,,,,,,,,,,,,,
+53,twine,pypa/twine,build-tools,Utilities for interacting with PyPI.,,https://github.com/pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2023-06-19 14:39:45.000,2023-05-06 14:40:18,1079.0,3.0,299.0,37.0,532.0,49.0,415.0,1437.0,2022-12-01 01:51:31.000,4.0.2,52.0,116.0,35,True,,twine,conda-forge/twine,,105843.0,91647.0,https://pypi.org/project/twine,3836980.0,3846543.0,https://anaconda.org/conda-forge/twine,2023-06-16 13:23:13.063,793796.0,2.0,2022-12-01 01:49:17.129,14196.0,,,,,,,,,,,,,,,,,
+54,pyflakes,PyCQA/pyflakes,linters,A simple program which checks Python source files for errors.,,https://github.com/PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2023-06-29 00:18:18.000,2023-06-29 00:18:17,560.0,5.0,169.0,28.0,293.0,56.0,447.0,1275.0,2022-11-24 16:55:02.246,3.0.1,36.0,84.0,35,True,,pyflakes,conda-forge/pyflakes,,246887.0,233170.0,https://pypi.org/project/pyflakes,20252077.0,20326861.0,https://anaconda.org/conda-forge/pyflakes,2023-06-16 13:17:55.265,6356704.0,2.0,2022-11-24 16:55:02.246,13717.0,,,,,,,,,,,,,,,,,
+55,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2023-07-03 21:09:49.000,2023-06-20 11:49:10,528.0,47.0,93.0,19.0,91.0,14.0,254.0,1232.0,2023-05-12 07:43:21.691,4.0.0,59.0,30.0,35,True,,typeguard,conda-forge/typeguard,,17497.0,16058.0,https://pypi.org/project/typeguard,9716398.0,9722340.0,https://anaconda.org/conda-forge/typeguard,2023-06-16 16:13:28.087,320868.0,3.0,2020-10-17 18:14:14.000,1439.0,,,,,,,,,,,,,,,,,
+56,pipreqs,bndr/pipreqs,dependency-managers,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,,https://github.com/bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2023-06-19 21:31:47.000,2023-04-14 07:08:49,336.0,10.0,344.0,60.0,146.0,162.0,98.0,5232.0,2023-04-14 07:11:09.000,0.4.13,42.0,59.0,34,True,,pipreqs,conda-forge/pipreqs,,21005.0,20641.0,https://pypi.org/project/pipreqs,1100841.0,1101300.0,https://anaconda.org/conda-forge/pipreqs,2023-06-16 13:23:05.413,37705.0,2.0,2021-10-23 09:15:35.000,364.0,,,,,,,,,,,,,,,,,
+57,mimesis,lk-geimfari/mimesis,testing,Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.,,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2023-07-01 21:32:23.000,2023-07-01 21:32:17,2499.0,102.0,313.0,61.0,1029.0,7.0,310.0,3994.0,2023-05-26 18:28:01.108,10.1.0,47.0,115.0,34,True,,mimesis,conda-forge/mimesis,,1466.0,1399.0,https://pypi.org/project/mimesis,117998.0,121742.0,https://anaconda.org/conda-forge/mimesis,2023-06-16 19:20:48.693,134618.0,2.0,2022-12-17 18:19:31.923,67.0,447.0,,,,,,,,,,,,,,,,
+58,prospector,PyCQA/prospector,code-metrics,"Inspects Python source files and provides information about type and location of classes, methods etc.",,https://github.com/landscapeio/prospector,https://github.com/landscapeio/prospector,GPL-2.0,2013-08-05 07:26:30.000,2023-06-20 07:24:54.000,2023-06-20 07:24:50,1382.0,22.0,168.0,36.0,260.0,53.0,310.0,1828.0,2023-05-25 01:30:01.451,1.10.2,124.0,89.0,34,True,landscapeio/prospector,prospector,conda-forge/prospector,,5038.0,4357.0,https://pypi.org/project/prospector,711087.0,712027.0,https://anaconda.org/conda-forge/prospector,2023-06-16 13:23:52.144,78077.0,1.0,2022-03-18 13:16:26.000,681.0,,,,,,,,,,,,,,,,,
+59,pytest-mock,pytest-dev/pytest-mock,testing,Thin-wrapper around the mock package for easier use with pytest.,,https://github.com/pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2023-06-27 11:05:46.000,2023-06-27 11:05:45,562.0,18.0,130.0,34.0,231.0,11.0,131.0,1615.0,2023-06-16 00:00:00.984,3.11.1,60.0,66.0,34,True,,pytest-mock,conda-forge/pytest-mock,['pytest'],69687.0,64813.0,https://pypi.org/project/pytest-mock,9911695.0,9969559.0,https://anaconda.org/conda-forge/pytest-mock,2023-06-16 11:09:53.662,2140976.0,2.0,2022-07-05 12:51:24.000,4874.0,,,,,,,,,,,,,,,,,
+60,nodeenv,ekalinin/nodeenv,virtual-envs,Virtual environment for Node.js & integrator with virtualenv.,,https://github.com/ekalinin/nodeenv,https://github.com/ekalinin/nodeenv,BSD-3-Clause,2011-03-29 15:28:56.000,2023-06-16 13:21:50.931,2023-05-12 08:01:49,682.0,4.0,182.0,35.0,155.0,50.0,134.0,1601.0,2023-05-12 08:13:47.000,1.8.0,71.0,91.0,34,True,,nodeenv,conda-forge/nodeenv,,51519.0,50595.0,https://pypi.org/project/nodeenv,10151968.0,10191589.0,https://anaconda.org/conda-forge/nodeenv,2023-06-16 13:21:50.931,2773487.0,2.0,2022-06-25 15:38:17.000,924.0,,,,,,,,,,,,,,,,,
+61,python-json-logger,madzak/python-json-logger,logging,Json Formatter for the standard python logger.,,https://github.com/madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2023-07-04 07:05:55.000,2023-02-28 17:40:55,262.0,,208.0,27.0,84.0,9.0,89.0,1509.0,2023-02-21 17:40:52.893,2.0.7,27.0,63.0,34,True,,python-json-logger,conda-forge/python-json-logger,,55953.0,55149.0,https://pypi.org/project/python-json-logger,16756890.0,16816592.0,https://anaconda.org/conda-forge/python-json-logger,2023-06-16 13:23:58.542,4477721.0,2.0,2022-07-11 14:10:01.875,804.0,,,,,,,,,,,,,,,,,
+62,nose,nose-devs/nose,testing,nose is nicer testing for python.,,https://github.com/nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2023-06-16 13:17:32.308,2016-03-04 01:16:26,1004.0,,387.0,49.0,261.0,452.0,465.0,1361.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,34,False,,nose,conda-forge/nose,,188245.0,143559.0,https://pypi.org/project/nose,4825596.0,4858473.0,https://anaconda.org/conda-forge/nose,2023-06-16 13:17:32.308,2827462.0,2.0,2015-06-02 09:12:36.000,44686.0,,,,,,,,,,,,,,,,,
+63,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-2-Clause,2011-12-14 15:33:15.000,2023-06-26 17:54:06.000,2023-05-22 18:16:01,1114.0,13.0,137.0,23.0,311.0,52.0,215.0,757.0,2023-04-29 18:30:51.495,0.13.0,29.0,74.0,34,True,,nose2,conda-forge/nose2,,24602.0,23494.0,https://pypi.org/project/nose2,546389.0,547999.0,https://anaconda.org/conda-forge/nose2,2023-06-16 16:08:37.386,99879.0,2.0,2022-02-13 00:26:17.000,1108.0,,,,,,,,,,,,,,,,,
+64,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2023-07-02 07:17:00.000,2023-07-02 07:16:59,3126.0,43.0,2811.0,379.0,966.0,30.0,1591.0,32456.0,2023-06-20 10:53:03.000,2.3.21,77.0,421.0,33,True,,pyenv,,,1.0,,https://pypi.org/project/pyenv,9939.0,9939.0,,,,2.0,2019-01-12 14:49:22.000,1.0,,,,,,,,,,,,,,,,,
+65,py-spy,benfred/py-spy,profiling,Sampling profiler for Python programs.,,https://github.com/benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2023-06-30 13:23:44.000,2023-06-12 04:33:25,472.0,10.0,350.0,115.0,291.0,118.0,186.0,10513.0,2022-09-07 21:58:56.000,0.3.14,20.0,32.0,33,True,,py-spy,conda-forge/py-spy,,2797.0,2797.0,https://pypi.org/project/py-spy,1921422.0,1932631.6666666667,https://anaconda.org/conda-forge/py-spy,2023-06-16 16:18:45.113,453915.0,2.0,,,13076.0,,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,850.6666666666666,407097.0,
+66,pipx,pypa/pipx,dependency-managers,Install and Run Python Applications in Isolated Environments.,,https://github.com/pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2023-07-06 12:59:48.000,2023-07-06 12:59:47,572.0,19.0,298.0,75.0,443.0,135.0,448.0,6621.0,2023-03-12 06:23:00.522,1.2.0,52.0,97.0,33,True,,pipx,conda-forge/pipx,,1313.0,1298.0,https://pypi.org/project/pipx,1249139.0,1250724.0,https://anaconda.org/conda-forge/pipx,2023-06-16 19:28:18.672,29014.0,3.0,2020-10-17 22:48:10.000,15.0,2730.0,,,,,,,,,,,,,,,,
+67,pyinstrument,joerick/pyinstrument,profiling,Call stack profiler for Python. Shows you why your code is slow!.,,https://github.com/joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2023-07-03 21:44:03.000,2023-06-05 21:26:15,871.0,59.0,203.0,55.0,132.0,19.0,99.0,5401.0,2023-06-05 21:27:40.000,4.5.0,27.0,51.0,33,True,,pyinstrument,conda-forge/pyinstrument,,1548.0,1548.0,https://pypi.org/project/pyinstrument,472462.0,475153.0,https://anaconda.org/conda-forge/pyinstrument,2023-06-06 02:06:07.265,220710.0,2.0,,,,,,,,,,,,,,,,,,,
+68,PDM,pdm-project/pdm,dependency-managers,A modern Python package and dependency manager supporting the latest PEP standards.,,https://github.com/pdm-project/pdm,https://github.com/pdm-project/pdm,MIT,2019-12-27 03:50:57.000,2023-07-05 12:39:09.000,2023-07-05 12:39:08,2362.0,150.0,230.0,30.0,733.0,30.0,1112.0,4840.0,2023-06-13 04:53:00.844,2.7.4,169.0,125.0,33,True,,pdm,conda-forge/pdm,,189.0,153.0,https://pypi.org/project/pdm,251530.0,258788.0,https://anaconda.org/conda-forge/pdm,2023-06-13 07:21:45.561,159683.0,3.0,2020-10-20 08:26:03.000,36.0,4.0,,,,,,,,,,,,,,,,
+69,freezegun,spulec/freezegun,testing,Let your Python tests travel through time.,,https://github.com/spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2023-06-16 13:17:16.464,2023-02-22 05:49:22,592.0,,249.0,33.0,219.0,129.0,177.0,3721.0,2022-08-12 12:25:03.405,1.2.2,59.0,109.0,33,True,,freezegun,conda-forge/freezegun,,4536.0,,https://pypi.org/project/freezegun,6106774.0,6120376.0,https://anaconda.org/conda-forge/freezegun,2023-06-16 13:17:16.464,1196985.0,2.0,2022-08-12 12:25:03.405,4536.0,,,,,,,7.0,,,,,,,,,,
+70,tabulate,astanin/python-tabulate,logging,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",,https://github.com/astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2023-06-16 13:16:13.524,2023-04-30 10:08:19,610.0,1.0,136.0,22.0,88.0,73.0,130.0,1697.0,2022-10-06 17:23:25.701,0.9.0,27.0,84.0,33,True,,tabulate,conda-forge/tabulate,,135168.0,127514.0,https://pypi.org/project/tabulate,47780332.0,47840532.0,https://anaconda.org/conda-forge/tabulate,2023-06-16 13:16:13.524,5177259.0,2.0,2022-06-21 16:26:40.000,7654.0,,,,,,,,,,,,,,,,,
+71,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2023-07-03 12:53:32.000,2023-07-03 12:53:32,956.0,56.0,176.0,27.0,261.0,17.0,311.0,1574.0,2023-06-19 11:55:01.926,14.0.0,99.0,53.0,33,True,,pdoc,,,2195.0,1918.0,https://pypi.org/project/pdoc,104086.0,104086.0,,,,2.0,2022-06-08 15:33:02.000,277.0,,,,,,,,,,,,,,,,,
+72,pytest-asyncio,pytest-dev/pytest-asyncio,testing,Asyncio support for pytest.,,https://github.com/pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2023-07-03 18:29:58.000,2023-06-27 14:40:07,432.0,27.0,124.0,36.0,331.0,30.0,213.0,1166.0,2023-03-19 10:29:04.493,0.21.0,36.0,42.0,33,True,,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],858.0,,https://pypi.org/project/pytest-asyncio,5807512.0,5830237.0,https://anaconda.org/conda-forge/pytest-asyncio,2023-06-16 13:24:19.103,1681155.0,2.0,2020-05-03 22:47:30.000,858.0,136.0,,,,,,,,,,,,,,,,
+73,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme.",,https://github.com/sphinx-doc/alabaster,https://github.com/sphinx-doc/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2023-06-16 13:24:00.075,2023-04-21 00:12:44,383.0,9.0,182.0,30.0,88.0,63.0,56.0,695.0,2023-01-13 06:44:02.021,0.7.13,26.0,29.0,33,True,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,['sphinx'],110226.0,102514.0,https://pypi.org/project/alabaster,6428251.0,6502568.0,https://anaconda.org/conda-forge/alabaster,2023-06-16 13:24:00.075,6242656.0,2.0,2023-01-13 06:44:02.021,7712.0,,,,,,,,,,,,,,,,,
+74,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 19:22:42.000,2023-07-04 06:42:51.000,2023-05-13 19:04:08,464.0,26.0,221.0,25.0,320.0,152.0,215.0,604.0,2022-11-11 08:16:56.000,3.2.0,49.0,49.0,33,True,,pytest-html,conda-forge/pytest-html,['pytest'],36086.0,35346.0,https://pypi.org/project/pytest-html,3176596.0,3190302.0,https://anaconda.org/conda-forge/pytest-html,2023-06-28 12:16:30.274,438612.0,2.0,2022-10-25 12:14:09.865,740.0,,,,,,,,,,,,,,,,,
+75,sqlmap,sqlmapproject/sqlmap,security,Automatic SQL injection and database takeover tool.,,https://github.com/sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2023-07-06 08:43:57.000,2023-07-06 08:43:43,10082.0,21.0,5312.0,1089.0,351.0,61.0,4917.0,27444.0,2023-06-02 09:26:27.687,1.7.6,92.0,128.0,32,True,,sqlmap,,,7.0,,https://pypi.org/project/sqlmap,8636.0,8636.0,,,,2.0,2022-06-03 22:10:42.000,7.0,,,,,,,,,,,,,,,,,
+76,pytype,google/pytype,type-checkers,A static type analyzer for Python code.,,https://github.com/google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2023-07-01 00:27:30.000,2023-06-30 20:33:13,6044.0,118.0,272.0,56.0,826.0,131.0,501.0,4270.0,2023-06-17 01:46:15.141,2023.6.16,175.0,93.0,32,True,,pytype,conda-forge/pytype,,122.0,,https://pypi.org/project/pytype,185631.0,190101.0,https://anaconda.org/conda-forge/pytype,2023-06-17 19:29:31.399,165426.0,3.0,2023-01-31 21:44:41.768,122.0,,,,,,,,,,,,,,,,,
+77,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2023-06-16 13:21:37.623,2023-05-23 15:52:13,1204.0,5.0,216.0,49.0,267.0,157.0,168.0,2702.0,2022-11-03 17:20:34.545,2022.1.3,76.0,92.0,32,True,,pudb,conda-forge/pudb,,5806.0,5054.0,https://pypi.org/project/pudb,202146.0,204818.0,https://anaconda.org/conda-forge/pudb,2023-06-16 13:21:37.623,224465.0,1.0,2022-11-03 17:20:34.545,752.0,,,,,,,,,,,,,,,,,
+78,pex,pantsbuild/pex,packaging,"A tool for generating .pex (Python EXecutable) files, lock files and venvs.",,https://github.com/pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2023-07-05 19:09:35.000,2023-07-05 19:09:33,1341.0,29.0,242.0,55.0,1118.0,157.0,888.0,2336.0,2023-07-02 16:52:00.813,2.1.138,227.0,113.0,32,True,,pex,,,137.0,,https://pypi.org/project/pex,710189.0,834774.0,,,,2.0,2019-12-06 07:57:01.000,137.0,3363806.0,,,,,,,,,,,,,,,,
+79,flit,pypa/flit,build-tools,Simplified packaging of Python modules.,,https://github.com/pypa/flit,https://github.com/pypa/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2023-07-02 07:06:09.000,2023-07-02 07:06:09,1159.0,14.0,118.0,34.0,266.0,129.0,269.0,1980.0,2023-05-14 14:50:50.819,3.9.0,49.0,67.0,32,True,,flit,conda-forge/flit,,1813.0,1468.0,https://pypi.org/project/flit,148325.0,150437.0,https://anaconda.org/conda-forge/flit,2023-06-16 13:24:46.150,162684.0,3.0,2017-11-04 13:51:45.000,345.0,,,,,,,,,,,,,,,,,
+80,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,https://github.com/getlogbook/logbook,,2010-07-22 10:13:12.000,2023-07-03 23:37:29.000,2023-07-03 23:37:04,1238.0,42.0,153.0,35.0,160.0,42.0,133.0,1440.0,2023-06-25 23:31:06.000,1.5.3,3.0,77.0,32,False,,logbook,conda-forge/logbook,,4618.0,4618.0,https://pypi.org/project/logbook,2697494.0,2700179.0,https://anaconda.org/conda-forge/logbook,2023-06-16 16:14:38.179,139477.0,2.0,,,318.0,,,,,,,,,,,,,,,,
+81,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 04:25:52.000,2023-07-06 04:49:55.000,2023-07-05 23:41:09,1623.0,54.0,201.0,30.0,972.0,72.0,794.0,1099.0,2023-06-27 08:35:30.247,6.15.2,65.0,105.0,32,True,,cx_freeze,conda-forge/cx_freeze,,46.0,,https://pypi.org/project/cx_freeze,104447.0,110893.0,https://anaconda.org/conda-forge/cx_freeze,2023-06-27 13:55:56.997,244948.0,2.0,2022-06-22 04:29:28.000,46.0,,,,,,,,,,,,,,,,,
+82,nox,theacodes/nox,testing,Flexible test automation for Python.,,https://github.com/wntrblm/nox,https://github.com/wntrblm/nox,Apache-2.0,2016-02-24 04:02:58.000,2023-07-04 09:30:21.000,2023-06-23 21:40:30,527.0,12.0,136.0,24.0,403.0,53.0,267.0,1082.0,2023-04-23 03:14:01.967,2023.4.22,25.0,86.0,32,True,wntrblm/nox,nox,conda-forge/nox,['pytest'],4492.0,4222.0,https://pypi.org/project/nox,960992.0,964371.0,https://anaconda.org/conda-forge/nox,2023-06-16 16:11:40.627,192648.0,2.0,2022-01-07 23:34:01.000,270.0,,,,,,,,,,,,,,,,,
+83,progressbar2,WoLpH/python-progressbar,logging,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,,https://github.com/wolph/python-progressbar,https://github.com/wolph/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2023-06-16 13:18:55.458,2023-03-18 11:25:49,975.0,,97.0,21.0,67.0,11.0,200.0,816.0,2022-10-26 13:49:10.642,4.2.0,103.0,42.0,32,True,,progressbar2,conda-forge/progressbar2,,31103.0,29558.0,https://pypi.org/project/progressbar2,18874015.0,18885918.0,https://anaconda.org/conda-forge/progressbar2,2023-06-16 13:18:55.458,961916.0,2.0,2022-01-05 13:41:41.000,1545.0,2010.0,,,,,,,,,,,,,,,,
+84,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2023-06-18 23:54:48.000,2023-06-18 23:54:47,1112.0,2.0,94.0,23.0,107.0,10.0,104.0,545.0,2021-11-30 21:07:01.473,0.8.3,26.0,46.0,32,True,,parso,conda-forge/parso,,325801.0,319778.0,https://pypi.org/project/parso,18337079.0,18555788.0,https://anaconda.org/conda-forge/parso,2023-06-16 13:24:17.757,14653551.0,2.0,2018-07-09 18:56:19.000,6023.0,,,,,,,,,,,,,,,,,
+85,memray,bloomberg/memray,profiling,Memray is a memory profiler for Python.,,https://github.com/bloomberg/memray,https://github.com/bloomberg/memray,Apache-2.0,2022-04-08 18:04:11.000,2023-07-04 15:23:39.000,2023-06-30 16:32:34,1044.0,85.0,319.0,56.0,251.0,23.0,100.0,10783.0,2023-06-20 17:22:01.987,1.8.1,15.0,35.0,31,True,,memray,conda-forge/memray,,176.0,169.0,https://pypi.org/project/memray,158959.0,162288.0,https://anaconda.org/conda-forge/memray,2023-06-25 19:07:05.484,49947.0,2.0,2022-05-16 23:52:50.000,7.0,,,,,,,,,,,,,,,,,
+86,xonsh,xonsh/xonsh,shell,"Python-powered, cross-platform, Unix-gazing shell.",,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,BSD-1-Clause,2015-01-21 22:05:27.000,2023-07-04 16:51:56.000,2023-07-04 16:51:50,10443.0,22.0,605.0,104.0,2563.0,266.0,2186.0,7104.0,2023-05-19 13:37:00.773,0.14.0,122.0,312.0,31,False,,xonsh,,,89.0,,https://pypi.org/project/xonsh,7265.0,7353.0,,,,1.0,2022-06-21 14:56:40.000,89.0,8866.0,,,,,,,,,,,,,,,,
+87,alive-progress,rsalmei/alive-progress,logging,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",,https://github.com/rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2023-06-15 15:02:40.000,2023-06-01 01:16:09,678.0,22.0,179.0,44.0,49.0,16.0,184.0,4509.0,2023-06-01 01:18:01.689,3.1.4,33.0,7.0,31,True,,alive-progress,conda-forge/alive-progress,,2204.0,2017.0,https://pypi.org/project/alive-progress,292295.0,293175.0,https://anaconda.org/conda-forge/alive-progress,2023-06-01 05:47:28.243,36082.0,3.0,2023-01-02 21:20:40.562,187.0,,,,,,,,,,,,,,,,,
+88,pyupgrade,asottile/pyupgrade,refactoring,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,,https://github.com/asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2023-07-03 18:50:55.000,2023-07-03 18:50:54,1082.0,58.0,162.0,38.0,479.0,19.0,365.0,2704.0,2023-07-01 18:39:10.601,3.8.0,156.0,34.0,31,True,,pyupgrade,conda-forge/pyupgrade,,112.0,,https://pypi.org/project/pyupgrade,385223.0,399962.0,https://anaconda.org/conda-forge/pyupgrade,2023-07-01 20:34:52.454,560086.0,2.0,2022-12-06 22:22:02.046,112.0,,,,,,,,,,,,,,,,,
+89,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2023-06-16 13:21:31.191,2023-04-11 09:56:01,379.0,1.0,147.0,27.0,83.0,62.0,128.0,1724.0,2023-03-09 15:41:00.602,0.13.13,46.0,57.0,31,True,,ipdb,conda-forge/ipdb,,55295.0,46398.0,https://pypi.org/project/ipdb,2366523.0,2370988.0,https://anaconda.org/conda-forge/ipdb,2023-06-16 13:21:31.191,375096.0,1.0,2022-12-13 14:54:01.698,8897.0,,,,,,,,,,,,,,,,,
+90,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2023-06-29 02:31:31.000,2023-06-29 02:31:30,644.0,5.0,465.0,69.0,258.0,67.0,150.0,1692.0,,,10.0,91.0,31,True,,pyelftools,conda-forge/pyelftools,,6082.0,5538.0,https://pypi.org/project/pyelftools,1481015.0,1482547.0,https://anaconda.org/conda-forge/pyelftools,2023-06-16 13:24:33.275,134839.0,1.0,2022-08-10 21:45:29.337,544.0,,,,,,,,,,,,,,,,,
+91,doit,pydoit/doit,build-tools,task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2023-06-16 13:22:52.551,2023-01-16 03:40:03,1483.0,,165.0,52.0,162.0,80.0,217.0,1630.0,2022-04-22 15:33:23.000,0.36.0,48.0,65.0,31,True,,doit,conda-forge/doit,,1838.0,1552.0,https://pypi.org/project/doit,419737.0,422877.0,https://anaconda.org/conda-forge/doit,2023-06-16 13:22:52.551,210381.0,3.0,2022-04-22 15:33:23.000,286.0,,,,,,,,,,,,,,,,,
+92,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2023-07-04 10:51:48.275,2023-06-08 22:18:25,576.0,17.0,94.0,13.0,159.0,47.0,296.0,1267.0,2023-05-26 10:45:43.395,0.22.0,50.0,36.0,31,True,,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],8699.0,8317.0,https://pypi.org/project/mkdocstrings,425681.0,427916.0,https://anaconda.org/conda-forge/mkdocstrings,2023-07-04 10:51:48.275,73773.0,2.0,2021-12-27 17:59:42.000,382.0,,,,,,,,,,,,,,,,,
+93,pytest-bdd,pytest-dev/pytest-bdd,testing,BDD library for the py.test runner.,,https://github.com/pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2023-07-04 06:40:22.000,2023-04-04 06:58:55,1023.0,,190.0,55.0,318.0,126.0,193.0,1175.0,2022-11-09 16:51:21.000,6.1.1,95.0,54.0,31,True,,pytest-bdd,conda-forge/pytest-bdd,['pytest'],3079.0,2900.0,https://pypi.org/project/pytest-bdd,698583.0,699658.0,https://anaconda.org/conda-forge/pytest-bdd,2023-06-16 16:15:16.989,53759.0,2.0,2022-11-08 17:18:53.914,179.0,,,,,,,,,,,,,,,,,
+94,pytest-sugar,Teemu/pytest-sugar,testing,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",,https://github.com/Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2023-07-02 12:36:24.393,2023-06-10 14:41:49,425.0,10.0,69.0,18.0,159.0,23.0,90.0,1094.0,2023-04-10 11:18:29.000,0.9.7,29.0,49.0,31,True,,pytest-sugar,conda-forge/pytest-sugar,['pytest'],25146.0,22484.0,https://pypi.org/project/pytest-sugar,978947.0,984821.0,https://anaconda.org/conda-forge/pytest-sugar,2023-07-02 12:36:24.393,199669.0,2.0,2022-11-05 08:06:05.737,2662.0,6.0,,,,,,,,,,,,,,,,
+95,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2023-06-16 13:18:02.967,2023-01-17 20:27:44,742.0,,185.0,20.0,313.0,118.0,222.0,1065.0,2023-01-17 20:31:11.783,6.3.0,22.0,89.0,31,True,,pydocstyle,conda-forge/pydocstyle,,59255.0,56589.0,https://pypi.org/project/pydocstyle,3038253.0,3055686.0,https://anaconda.org/conda-forge/pydocstyle,2023-06-16 13:18:02.967,1464452.0,2.0,2021-05-17 20:37:45.000,2666.0,65.0,,,,,,,,,,,,,,,,
+96,prettytable,jazzband/prettytable,logging,Display tabular data in a visually appealing ASCII table format.,,https://github.com/jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2023-07-03 20:05:56.000,2023-07-01 04:17:44,517.0,4.0,124.0,21.0,136.0,34.0,82.0,1062.0,2023-06-11 13:31:15.887,3.8.0,30.0,54.0,31,False,,prettytable,conda-forge/prettytable,,46758.0,45785.0,https://pypi.org/project/prettytable,8163892.0,8177281.0,https://anaconda.org/conda-forge/prettytable,2023-06-16 13:16:44.965,1138071.0,3.0,2022-05-05 15:21:28.000,973.0,,,,,,,,,,,,,,,,,
+97,flake8-bugbear,PyCQA/flake8-bugbear,linters,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in..,,https://github.com/PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2023-07-03 15:59:09.000,2023-07-03 15:59:08,319.0,13.0,94.0,9.0,202.0,52.0,146.0,956.0,2023-06-05 16:21:02.322,23.6.5,59.0,75.0,31,True,,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],33187.0,32929.0,https://pypi.org/project/flake8-bugbear,1808896.0,1824083.0,https://anaconda.org/conda-forge/flake8-bugbear,2023-06-07 20:13:22.085,713818.0,2.0,2020-02-01 04:11:01.000,258.0,,,,,,,,,,,,,,,,,
+98,colorlog,borntyping/python-colorlog,logging,A colored formatter for the python logging module.,,https://github.com/borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2023-06-22 17:19:13.688,2022-08-29 14:53:21,230.0,,84.0,13.0,46.0,3.0,73.0,812.0,2023-02-02 20:53:50.284,6.5.0,66.0,30.0,31,True,,colorlog,conda-forge/colorlog,,29177.0,26560.0,https://pypi.org/project/colorlog,6887918.0,6930972.0,https://anaconda.org/conda-forge/colorlog,2023-06-22 17:19:13.688,1549969.0,3.0,2018-04-17 12:26:03.000,2617.0,,,,,,,,,,,,,,,,,
+99,asv,airspeed-velocity/asv,testing,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,,https://github.com/airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2023-07-06 13:29:39.000,2023-07-06 13:29:39,2182.0,73.0,167.0,21.0,765.0,155.0,395.0,781.0,2022-02-06 14:17:08.000,0.5.1,18.0,75.0,31,True,,asv,conda-forge/asv,,1019.0,950.0,https://pypi.org/project/asv,32073.0,41354.0,https://anaconda.org/conda-forge/asv,2023-06-16 13:24:19.355,723927.0,2.0,2022-02-06 14:16:23.000,69.0,,,,,,,,,,,,,,,,,
+100,breathe,michaeljones/breathe,documentation,ReStructuredText and Sphinx bridge to Doxygen.,,https://github.com/breathe-doc/breathe,https://github.com/breathe-doc/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2023-07-04 04:52:22.769,2023-02-28 20:05:14,1758.0,,183.0,19.0,355.0,167.0,397.0,688.0,2023-03-31 19:07:42.000,4.35.0,65.0,107.0,31,True,breathe-doc/breathe,breathe,conda-forge/breathe,,11216.0,10177.0,https://pypi.org/project/breathe,318808.0,332003.0,https://anaconda.org/conda-forge/breathe,2023-07-04 04:52:22.769,487519.0,2.0,2022-06-20 18:52:31.000,1039.0,531.0,,,,,,,,,,,,,,,,
+101,sphinx-autodoc-typehints,tox-dev/sphinx-autodoc-typehints,documentation,Type hints support for the Sphinx autodoc extension.,,https://github.com/tox-dev/sphinx-autodoc-typehints,https://github.com/tox-dev/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2023-06-27 15:53:20.000,2023-06-27 15:53:19,312.0,14.0,98.0,11.0,197.0,28.0,140.0,489.0,2023-06-27 00:55:15.123,1.23.3,68.0,53.0,31,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],40834.0,39156.0,https://pypi.org/project/sphinx-autodoc-typehints,1273198.0,1281039.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2023-06-16 13:25:16.719,533231.0,2.0,2022-06-10 08:42:20.000,1678.0,,,,,,,,,,,,,,,,,
+102,Scalene,plasma-umass/scalene,profiling,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization..",,https://github.com/plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2023-07-04 23:58:42.000,2023-07-04 23:58:42,2973.0,28.0,243.0,71.0,223.0,141.0,230.0,7938.0,2023-06-07 19:15:37.000,1.5.21.4,39.0,41.0,30,True,,scalene,,,468.0,468.0,https://pypi.org/project/scalene,18331.0,18331.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+103,factory_boy,FactoryBoy/factory_boy,testing,A test fixtures replacement for Python.,,https://github.com/FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2023-06-23 15:44:45.000,2023-06-22 15:29:20,978.0,6.0,367.0,41.0,476.0,190.0,382.0,3139.0,2021-10-26 14:02:33.000,3.2.1,42.0,126.0,30,True,,factory_boy,conda-forge/factory_boy,,814.0,,https://pypi.org/project/factory_boy,2867967.0,2869554.0,https://anaconda.org/conda-forge/factory_boy,2023-06-16 13:23:02.929,130140.0,3.0,2021-10-26 14:02:33.000,814.0,,,,,,,,,,,,,,,,,
+104,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2023-06-16 13:24:21.364,2023-02-27 07:59:09,717.0,,121.0,23.0,136.0,16.0,162.0,2576.0,2023-01-08 21:24:44.000,2.7,46.0,35.0,30,True,,vulture,conda-forge/vulture,,4122.0,3881.0,https://pypi.org/project/vulture,577449.0,578309.0,https://anaconda.org/conda-forge/vulture,2023-06-16 13:24:21.364,71453.0,2.0,2023-01-09 21:18:34.095,241.0,,,,,,,,,,,,,,,,,
+105,briefcase,beeware/briefcase,packaging,Tools to support converting a Python project into a standalone native application.,,https://github.com/beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000,2023-07-05 17:36:17.000,2023-07-03 02:08:19,3136.0,419.0,280.0,42.0,656.0,110.0,508.0,1792.0,2023-04-12 04:05:00.862,0.3.14,48.0,121.0,30,True,,briefcase,,,19.0,,https://pypi.org/project/briefcase,3933.0,3936.0,,,,2.0,2022-06-27 03:23:53.000,19.0,142.0,,,,,,,,,,,,,,,,
+106,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2023-06-19 12:19:26.000,2023-06-19 12:19:25,147.0,2.0,54.0,17.0,59.0,13.0,39.0,580.0,2022-01-24 01:14:49.000,0.7.0,13.0,23.0,30,True,,mccabe,conda-forge/mccabe,,395180.0,379251.0,https://pypi.org/project/mccabe,27414032.0,27496181.0,https://anaconda.org/conda-forge/mccabe,2023-06-16 13:17:55.573,6982693.0,2.0,2022-01-24 01:14:49.000,15929.0,,,,,,,,,,,,,,,,,
+107,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 21:47:18.000,2023-06-28 15:43:10.000,2022-11-08 15:07:52,1711.0,,172.0,55.0,274.0,134.0,232.0,563.0,2023-02-03 17:52:32.253,2.13.7,123.0,92.0,30,False,,zc.buildout,conda-forge/zc.buildout,,1042.0,,https://pypi.org/project/zc.buildout,74371.0,75628.0,https://anaconda.org/conda-forge/zc.buildout,2023-06-16 19:27:31.340,27673.0,3.0,2022-04-07 19:12:49.000,1042.0,,,,,,,8.0,,,,,,,,,,
+108,typed_ast,python/typed_ast,ast,Modified fork of CPythons ast module that parses `# type:` comments.,,https://github.com/python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2023-07-04 22:51:12.026,2023-07-03 22:55:34,205.0,3.0,56.0,20.0,109.0,1.0,86.0,220.0,2023-07-04 18:38:08.820,1.5.5,35.0,26.0,30,True,,typed_ast,conda-forge/typed-ast,,5522.0,,https://pypi.org/project/typed_ast,7899970.0,8083461.0,https://anaconda.org/conda-forge/typed-ast,2023-07-04 22:51:12.026,6055221.0,1.0,2022-05-21 21:30:52.000,5522.0,,,,,,,,,,,,,,,,,
+109,playwright-python,microsoft/playwright-python,testing,Python version of the Playwright testing and automation library.,,https://github.com/microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2023-06-16 19:50:25.000,2023-06-16 19:50:23,651.0,30.0,714.0,127.0,734.0,39.0,1031.0,8934.0,2023-06-13 07:37:08.000,1.35.0,75.0,32.0,29,True,,playwright,,,,,https://pypi.org/project/playwright,932913.0,932913.0,,,,3.0,,,,,,,,,-3.0,,,,,,,,,,
+110,radon,rubik/radon,code-metrics,Various code metrics for Python code.,,https://github.com/rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2023-06-18 06:48:16.000,2023-06-18 06:48:14,539.0,1.0,106.0,33.0,81.0,21.0,145.0,1462.0,2023-03-26 06:25:00.948,6.0.1,56.0,56.0,29,True,,radon,conda-forge/radon,,4735.0,4112.0,https://pypi.org/project/radon,403184.0,404067.0,https://anaconda.org/conda-forge/radon,2023-06-16 13:24:51.939,60943.0,2.0,2020-01-28 10:49:55.000,623.0,,,,,,,,,,,,,,,,,
+111,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2023-06-16 13:23:08.435,2022-12-31 03:02:53,264.0,,94.0,26.0,109.0,38.0,77.0,733.0,2019-12-10 01:50:33.000,0.8.1,14.0,33.0,29,True,,astor,conda-forge/astor,,2159.0,,https://pypi.org/project/astor,6353738.0,6381459.0,https://anaconda.org/conda-forge/astor,2023-06-16 13:23:08.435,2079144.0,2.0,2019-12-10 01:50:33.000,2159.0,,,,,,,,,,,,,,,,,
+112,pylint-django,PyCQA/pylint-django,linters,Pylint plugin for improving code analysis for when using Django.,,https://github.com/pylint-dev/pylint-django,https://github.com/pylint-dev/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2023-06-16 13:25:11.432,2023-05-15 04:10:28,628.0,5.0,119.0,16.0,183.0,51.0,166.0,557.0,2023-01-31 16:35:25.772,2.4.4,54.0,68.0,29,True,pylint-dev/pylint-django,pylint-django,conda-forge/pylint-django,['pylint'],27620.0,26452.0,https://pypi.org/project/pylint-django,1040540.0,1042409.0,https://anaconda.org/conda-forge/pylint-django,2023-06-16 13:25:11.432,154780.0,2.0,2018-12-17 09:13:39.000,1168.0,253.0,,,,,,,,,,,,,,,,
+113,coveralls-python,TheKevJames/coveralls-python,testing,Show coverage stats online via coveralls.io.,,https://github.com/TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2023-07-04 04:49:40.000,2023-05-03 14:19:26,474.0,1.0,188.0,8.0,225.0,23.0,146.0,520.0,2021-11-11 21:00:03.000,3.3.1,42.0,64.0,29,True,,coveralls,conda-forge/coveralls,['pytest'],41026.0,31626.0,https://pypi.org/project/coveralls,431187.0,443371.0,https://anaconda.org/conda-forge/coveralls,2023-06-16 13:24:40.028,950354.0,3.0,2021-11-11 21:00:03.000,9400.0,,,,,,,,,,,,,,,,,
+114,python-coloredlogs,xolox/python-coloredlogs,logging,Colored terminal output for Pythons logging module.,,https://github.com/xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2023-06-16 13:23:46.924,2021-06-11 10:22:09,273.0,,40.0,9.0,36.0,31.0,52.0,508.0,2021-06-11 10:24:04.382,15.0.1,63.0,16.0,29,False,,coloredlogs,anaconda/coloredlogs,,25233.0,23264.0,https://pypi.org/project/coloredlogs,6042932.0,6043080.0,https://anaconda.org/anaconda/coloredlogs,2023-06-16 13:23:46.924,10388.0,3.0,2016-10-09 20:35:14.000,1969.0,,,,,,,,,,,,,,,,,
+115,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2023-06-16 13:23:45.665,2022-08-10 16:41:28,230.0,,110.0,21.0,61.0,12.0,41.0,428.0,2023-02-02 20:53:42.547,1.4.2,31.0,37.0,29,True,,ddt,conda-forge/ddt,,6473.0,5143.0,https://pypi.org/project/ddt,342080.0,343205.0,https://anaconda.org/conda-forge/ddt,2023-06-16 13:23:45.665,85553.0,3.0,2022-05-24 02:14:19.000,1330.0,,,,,,,,,,,,,,,,,
+116,wasabi,ines/wasabi,logging,A lightweight console printing and formatting toolkit.,,https://github.com/explosion/wasabi,https://github.com/explosion/wasabi,MIT,2018-11-17 14:40:55.000,2023-06-07 10:00:19.970,2023-06-07 06:50:58,257.0,3.0,26.0,16.0,34.0,4.0,5.0,424.0,2023-06-07 07:37:46.000,1.1.2,41.0,13.0,29,True,explosion/wasabi,wasabi,conda-forge/wasabi,,30658.0,30349.0,https://pypi.org/project/wasabi,3788589.0,3809622.0,https://anaconda.org/conda-forge/wasabi,2023-06-07 10:00:19.970,1114775.0,3.0,2022-07-28 08:19:02.108,309.0,,,,,,,,,,,,,,,,,
+117,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2023-07-06 07:14:23.000,2023-07-06 07:14:23,571.0,48.0,55.0,9.0,113.0,11.0,124.0,422.0,2023-06-23 02:01:35.326,1.7.3,60.0,27.0,29,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,,3097.0,2965.0,https://pypi.org/project/docformatter,341953.0,344160.0,https://anaconda.org/conda-forge/docformatter,2023-06-26 01:08:19.695,75020.0,3.0,2020-12-27 18:11:12.000,132.0,3.0,,,,,,,,,,,,,,,,
+118,executing,alexmojaki/executing,ast,"Get information about what a Python frame is currently doing, particularly the AST node being executed.",,https://github.com/alexmojaki/executing,https://github.com/alexmojaki/executing,MIT,2019-05-25 08:22:26.000,2023-06-16 16:21:34.925,2022-12-27 17:54:48,436.0,,27.0,11.0,39.0,19.0,18.0,252.0,2022-10-29 15:21:26.062,1.2.0,31.0,9.0,29,True,,executing,conda-forge/executing,,86851.0,86715.0,https://pypi.org/project/executing,10349768.0,10531245.0,https://anaconda.org/conda-forge/executing,2023-06-16 16:21:34.925,7803531.0,2.0,2022-08-28 16:33:00.987,136.0,,,,,,,,,,,,,,,,,
+119,astunparse,simonpercivall/astunparse,ast,An AST unparser for Python.,,https://github.com/simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2023-06-16 13:24:50.388,2019-12-22 18:11:19,86.0,,46.0,8.0,33.0,24.0,21.0,203.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,29,False,,astunparse,conda-forge/astunparse,,80171.0,79745.0,https://pypi.org/project/astunparse,7694720.0,7717912.0,https://anaconda.org/conda-forge/astunparse,2023-06-16 13:24:50.388,1693031.0,2.0,2019-12-22 18:12:11.000,426.0,,,,,,,,,,,,,,,,,
+120,Griffe,mkdocstrings/griffe,documentation,"Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API..",,https://github.com/mkdocstrings/griffe,https://github.com/mkdocstrings/griffe,ISC,2021-09-09 21:49:44.000,2023-07-04 13:47:39.000,2023-07-04 13:47:09,648.0,93.0,26.0,6.0,37.0,24.0,117.0,178.0,2023-07-04 00:12:21.605,0.31.0,69.0,19.0,29,True,,griffe,conda-forge/griffe,,2454.0,2432.0,https://pypi.org/project/griffe,496496.0,505570.0,https://anaconda.org/conda-forge/griffe,2023-07-04 04:27:44.425,145196.0,2.0,2021-09-09 21:58:21.000,22.0,,,,,,,,,,,,,,,,,
+121,Bpytop,aristocratos/bpytop,profiling,Linux/OSX/FreeBSD resource monitor.,,https://github.com/aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2023-06-16 19:24:35.135,2022-03-06 14:20:17,408.0,,368.0,153.0,69.0,74.0,227.0,9427.0,2021-12-22 19:23:21.000,1.0.68,53.0,35.0,28,False,,bpytop,conda-forge/bpytop,,132.0,131.0,https://pypi.org/project/bpytop,6446.0,6895.0,https://anaconda.org/conda-forge/bpytop,2023-06-16 19:24:35.135,13033.0,2.0,2021-12-22 19:23:21.000,1.0,,,,,,,,,,,,,,,,,
+122,gdbgui,cs01/gdbgui,debugging,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",,https://github.com/cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2023-05-12 22:09:01.000,2022-06-22 04:41:01,431.0,,475.0,163.0,153.0,138.0,169.0,9294.0,2022-06-22 04:50:45.000,0.15.1.0,9.0,40.0,28,False,,gdbgui,,,298.0,298.0,https://pypi.org/project/gdbgui,41346.0,41746.0,,,,2.0,,,14422.0,,,,,,,,,,,,,,,,
+123,mamba,mamba-org/mamba,dependency-managers,The Fast Cross-Platform Package Manager.,,https://github.com/mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2023-07-06 14:25:17.000,2023-07-06 11:47:16,2518.0,106.0,286.0,44.0,1282.0,522.0,888.0,4866.0,2023-07-06 07:22:41.000,2023.07.06,109.0,128.0,28,True,,,conda-forge/mamba,,,,,,210132.0,https://anaconda.org/conda-forge/mamba,2023-07-06 09:03:25.920,7985040.0,3.0,,,,,,,,,,,,,,,,,,,
+124,pytest-testinfra,pytest-dev/pytest-testinfra,testing,Testinfra test your infrastructures.,,https://github.com/pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2023-06-28 10:56:14.000,2023-05-26 21:51:12,740.0,21.0,325.0,82.0,386.0,121.0,207.0,2224.0,2023-05-21 15:39:00.833,8.1.0,13.0,129.0,28,True,,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],8.0,,https://pypi.org/project/pytest-testinfra,228093.0,228485.0,https://anaconda.org/conda-forge/pytest-testinfra,2023-06-16 19:24:25.742,11785.0,3.0,2022-06-19 22:34:24.000,8.0,,,,,,,,,,,,,,,,,
+125,safety,pyupio/safety,security,Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for..,,https://github.com/pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2023-06-16 16:15:06.955,2023-05-29 16:30:35,590.0,6.0,131.0,32.0,304.0,62.0,117.0,1510.0,2022-12-08 19:10:01.428,2.3.5,55.0,41.0,28,True,,safety,conda-forge/safety,,407.0,21.0,https://pypi.org/project/safety,987357.0,997546.0,https://anaconda.org/conda-forge/safety,2023-06-16 16:15:06.955,69930.0,3.0,2022-10-04 21:08:20.401,386.0,351665.0,,,,,,,,,,,,,,,,
+126,Yappi,sumerc/yappi,profiling,"Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.",,https://github.com/sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2023-07-03 05:27:09.000,2023-05-29 13:41:01,712.0,9.0,63.0,14.0,70.0,19.0,51.0,1171.0,2022-10-31 08:28:00.894,1.4.0,22.0,28.0,28,True,,yappi,conda-forge/yappi,,1324.0,980.0,https://pypi.org/project/yappi,1513618.0,1515756.0,https://anaconda.org/conda-forge/yappi,2023-06-16 13:20:48.597,156119.0,2.0,2022-05-20 09:48:23.000,344.0,,,,,,,,,,,,,,,,,
+127,pdbpp,pdbpp/pdbpp,debugging,"pdb++, a drop-in replacement for pdb (the Python debugger).",,https://github.com/pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2023-06-16 13:25:41.484,2022-07-14 18:31:38,706.0,,61.0,18.0,317.0,91.0,125.0,1115.0,2021-07-09 22:22:20.000,0.10.3,26.0,41.0,28,True,,pdbpp,conda-forge/pdbpp,,5549.0,4901.0,https://pypi.org/project/pdbpp,257783.0,259180.0,https://anaconda.org/conda-forge/pdbpp,2023-06-16 13:25:41.484,99218.0,2.0,2021-07-09 22:22:20.000,648.0,,,,,,,,,,,,,,,,,
+128,pytest-benchmark,ionelmc/pytest-benchmark,testing,py.test fixture for benchmarking code.,,https://github.com/ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2023-07-04 11:27:43.000,2023-04-27 00:15:19,1004.0,3.0,107.0,19.0,68.0,92.0,87.0,1093.0,2022-10-25 21:23:01.695,4.0.0,43.0,39.0,28,True,,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],7777.0,7122.0,https://pypi.org/project/pytest-benchmark,717135.0,737473.0,https://anaconda.org/conda-forge/pytest-benchmark,2023-06-16 13:15:49.392,1789795.0,3.0,2021-04-17 19:47:26.000,655.0,,,,,,,,,,,,,,,,,
+129,autoflake,myint/autoflake,refactoring,Removes unused imports and unused variables as reported by pyflakes.,,https://github.com/PyCQA/autoflake,https://github.com/PyCQA/autoflake,MIT,2012-12-27 03:40:17.000,2023-07-03 20:31:40.000,2023-07-03 20:31:25,603.0,26.0,77.0,15.0,160.0,37.0,69.0,780.0,2023-06-25 03:09:03.218,2.2.0,58.0,37.0,28,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,,679.0,,https://pypi.org/project/autoflake,1535860.0,1545327.0,https://anaconda.org/conda-forge/autoflake,2023-06-16 16:14:56.765,482818.0,2.0,2022-09-01 05:09:02.814,679.0,,,,,,,,,,,,,,,,,
+130,setuptools_scm,pypa/setuptools_scm,build-tools,the blessed package to manage your versions by scm tags.,,https://github.com/pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2023-07-04 04:07:41.000,2023-07-04 04:07:27,1505.0,37.0,185.0,24.0,391.0,96.0,384.0,728.0,2022-12-17 15:59:27.000,7.1.0,50.0,119.0,28,True,,setuptools_scm,conda-forge/setuptools_scm,,,,https://pypi.org/project/setuptools_scm,15815196.0,15835354.0,https://anaconda.org/conda-forge/setuptools_scm,2023-06-16 13:24:17.147,1773918.0,3.0,,,,,,,,,,,,,,,,,,,
+131,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2023-06-20 08:35:36.000,2023-05-31 18:40:16,630.0,8.0,104.0,25.0,154.0,17.0,65.0,712.0,2022-08-07 15:50:19.406,2.0.4,24.0,42.0,28,False,,pyhamcrest,conda-forge/pyhamcrest,,36269.0,34433.0,https://pypi.org/project/pyhamcrest,1391487.0,1396973.0,https://anaconda.org/conda-forge/pyhamcrest,2023-06-16 13:17:20.732,471854.0,3.0,2021-12-12 20:12:38.000,1836.0,,,,,,,,,,,,,,,,,
+132,darglint,terrencepreilly/darglint,linters,A python documentation linter which checks that the docstring description matches the definition.,,https://github.com/terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2023-06-16 16:17:00.951,2021-10-18 03:34:23,504.0,,42.0,7.0,61.0,56.0,95.0,477.0,,,18.0,22.0,28,False,,darglint,conda-forge/darglint,,18829.0,18829.0,https://pypi.org/project/darglint,472190.0,473673.0,https://anaconda.org/conda-forge/darglint,2023-06-16 16:17:00.951,68253.0,2.0,,,,,,,,,,,,,,,,,,,
+133,sphinx-autobuild,executablebooks/sphinx-autobuild,documentation,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,,https://github.com/executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2023-06-16 13:21:20.882,2023-02-09 08:53:43,295.0,,59.0,19.0,60.0,21.0,53.0,473.0,2022-04-20 19:59:44.000,2021.03.14,15.0,24.0,28,True,,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],21347.0,18541.0,https://pypi.org/project/sphinx-autobuild,448084.0,450620.0,https://anaconda.org/conda-forge/sphinx-autobuild,2023-06-16 13:21:20.882,190216.0,2.0,2021-03-14 13:46:47.000,2806.0,,,,,,,,,,,,,,,,,
+134,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2023-07-03 13:53:56.000,2023-07-03 13:53:55,562.0,15.0,138.0,35.0,276.0,69.0,131.0,245.0,2022-10-08 14:08:14.000,1.5.0,15.0,76.0,28,False,,numpydoc,conda-forge/numpydoc,['sphinx'],39283.0,39283.0,https://pypi.org/project/numpydoc,378508.0,403270.0,https://anaconda.org/conda-forge/numpydoc,2023-06-16 13:20:56.387,1931498.0,2.0,,,,,,,,,,,,,,,,,,,
+135,hacking,openstack/hacking,linters,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,,https://github.com/openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2023-05-11 13:21:06.000,2023-04-25 14:50:41,1065.0,1.0,66.0,33.0,7.0,,,228.0,2023-04-27 15:17:02.669,6.0.1,40.0,186.0,28,True,,hacking,,['flake8'],4392.0,,https://pypi.org/project/hacking,68456.0,68456.0,,,,2.0,2021-04-21 10:37:50.000,4392.0,,,,,,,9.0,,,,,,,,,,
+136,flake8-quotes,zheller/flake8-quotes,linters,Flake8 extension for checking quotes in python.,,https://github.com/zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2023-06-16 13:20:50.267,2022-12-19 16:44:44,108.0,,36.0,4.0,65.0,6.0,43.0,167.0,2022-12-19 16:50:01.696,3.3.2,41.0,32.0,28,True,,flake8-quotes,conda-forge/flake8-quotes,['flake8'],19713.0,18832.0,https://pypi.org/project/flake8-quotes,791151.0,799451.0,https://anaconda.org/conda-forge/flake8-quotes,2023-06-16 13:20:50.267,680675.0,2.0,2022-12-19 16:50:01.696,881.0,,,,,,,,,,,,,,,,,
+137,flake8-isort,gforcada/flake8-isort,linters,flake8 plugin that integrates isort.,,https://github.com/gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2023-06-16 16:18:42.555,2022-12-22 22:55:55,353.0,,93.0,8.0,81.0,9.0,48.0,153.0,2022-12-22 22:56:11.423,6.0.0,41.0,37.0,28,True,,flake8-isort,conda-forge/flake8-isort,['flake8'],23542.0,22854.0,https://pypi.org/project/flake8-isort,1108612.0,1109554.0,https://anaconda.org/conda-forge/flake8-isort,2023-06-16 16:18:42.555,42405.0,2.0,2022-07-25 13:24:00.888,688.0,,,,,,,,,,,,,,,,,
+138,gast,serge-sans-paille/gast,ast,Python AST that abstracts the underlying Python version.,,https://github.com/serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2023-07-03 07:21:35.215,2023-04-29 19:35:43,97.0,1.0,30.0,12.0,45.0,2.0,30.0,127.0,2023-04-29 19:44:01.995,0.5.4,21.0,10.0,28,True,,gast,conda-forge/gast,,125832.0,123893.0,https://pypi.org/project/gast,12810947.0,12876603.0,https://anaconda.org/conda-forge/gast,2023-07-03 07:21:35.215,2297994.0,3.0,2021-11-13 21:39:31.000,1939.0,,,,,,,,,,,,,,,,,
+139,PyOxidizer,indygreg/PyOxidizer,packaging,A modern Python application packaging and distribution tool.,,https://github.com/indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2023-07-04 01:16:14.000,2023-01-21 22:38:30,6697.0,,199.0,59.0,124.0,309.0,232.0,4802.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,27,True,,pyoxidizer,,,152.0,148.0,https://pypi.org/project/pyoxidizer,6402.0,6637.0,,,,3.0,2023-01-02 16:18:55.910,4.0,9899.0,,,,,,,,,,,,,,,,
+140,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2023-06-16 13:17:34.885,2018-06-28 13:35:12,500.0,,367.0,5.0,1.0,,,3806.0,2022-11-15 17:59:01.069,0.61.0,59.0,62.0,27,False,,memory_profiler,conda-forge/memory_profiler,,219.0,,https://pypi.org/project/memory_profiler,762026.0,766009.0,https://anaconda.org/conda-forge/memory_profiler,2023-06-16 13:17:34.885,342598.0,3.0,2022-11-15 17:59:01.069,219.0,,,,,,,11.0,,,,,,,,,,
+141,coala,coala/coala,linters,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",,https://github.com/coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2022-07-03 04:03:12.000,2021-06-11 17:11:55,4487.0,,1303.0,104.0,3152.0,658.0,2373.0,3476.0,2017-05-22 15:58:37.000,0.11.0,17.0,483.0,27,False,,coala-bears,,,12.0,12.0,https://pypi.org/project/coala-bears,5043.0,5044.0,,,,2.0,,,172.0,,,,,,,,,,,,,,,,
+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 10:20:18.000,2023-06-19 20:09:39.000,2022-07-14 07:40:12,517.0,,97.0,31.0,361.0,32.0,67.0,2472.0,2021-08-23 20:42:56.000,1.3.0,6.0,19.0,27,True,,notifiers,conda-forge/notifiers,,998.0,998.0,https://pypi.org/project/notifiers,270891.0,271971.0,https://anaconda.org/conda-forge/notifiers,2023-06-16 19:23:52.875,33487.0,3.0,,,,,,,,,,,,,,,,,,,
+143,green,CleanCut/green,testing,"Green is a clean, colorful, fast python test runner.",,https://github.com/CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2023-06-16 13:25:36.186,2023-05-18 17:02:25,1091.0,18.0,78.0,25.0,77.0,5.0,173.0,768.0,2022-09-21 00:00:55.818,3.4.3,145.0,39.0,27,True,,green,conda-forge/green,,221.0,,https://pypi.org/project/green,10840.0,12639.0,https://anaconda.org/conda-forge/green,2023-06-16 13:25:36.186,125971.0,3.0,2022-09-21 00:00:55.818,221.0,,,,,,,,,,,,,,,,,
+144,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-..,,https://github.com/tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2023-07-06 11:34:56.000,2023-06-17 17:10:05,361.0,14.0,46.0,17.0,76.0,26.0,118.0,682.0,2023-06-09 10:59:43.000,2.0.9,43.0,23.0,27,True,,pytest-testmon,conda-forge/pytest-testmon,['pytest'],1127.0,1127.0,https://pypi.org/project/pytest-testmon,114560.0,115170.0,https://anaconda.org/conda-forge/pytest-testmon,2023-06-16 16:09:13.484,39656.0,3.0,,,,,,,,,,,,,,,,,,,
+145,pep8-naming,PyCQA/pep8-naming,linters,Naming Convention checker for Python.,,https://github.com/PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2023-06-16 13:15:30.349,2023-05-06 20:04:56,258.0,1.0,132.0,16.0,123.0,17.0,78.0,461.0,2022-12-19 20:46:55.580,0.13.3,27.0,35.0,27,False,,pep8-naming,conda-forge/pep8-naming,,50220.0,48384.0,https://pypi.org/project/pep8-naming,1838327.0,1841899.0,https://anaconda.org/conda-forge/pep8-naming,2023-06-16 13:15:30.349,317959.0,2.0,2022-12-19 20:46:55.580,1836.0,,,,,,,,,,,,,,,,,
+146,nitpick,andreoliwa/nitpick,linters,Enforce the same settings on multiple projects.,,https://github.com/andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2023-07-05 01:00:30.000,2023-07-02 15:18:26,800.0,42.0,22.0,5.0,478.0,46.0,78.0,351.0,2023-05-29 15:15:41.228,0.33.2,51.0,16.0,27,True,,nitpick,,['flake8'],1260.0,1249.0,https://pypi.org/project/nitpick,92809.0,92809.0,,,,2.0,2020-05-15 12:39:35.000,11.0,5.0,,,,,,,,,,,,,,,,
+147,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 11:27:41.000,2023-07-03 17:27:41.000,2023-04-16 08:34:06,854.0,2.0,26.0,11.0,24.0,167.0,307.0,256.0,2023-06-05 10:23:02.276,0.28.6,48.0,31.0,27,True,,py2app,,,5291.0,4461.0,https://pypi.org/project/py2app,16990.0,16990.0,,,,3.0,2022-12-27 12:57:01.911,830.0,,,,,,,,,,,,,,,,,
+148,pytest-mypy,dbader/pytest-mypy,testing,Mypy static type checker plugin for Pytest.,,https://github.com/realpython/pytest-mypy,https://github.com/realpython/pytest-mypy,MIT,2016-09-29 14:39:23.000,2023-06-16 19:18:02.883,2023-05-08 06:33:29,274.0,15.0,33.0,9.0,97.0,10.0,52.0,228.0,2022-12-18 18:49:02.248,0.10.3,23.0,16.0,27,True,realpython/pytest-mypy,pytest-mypy,conda-forge/pytest-mypy,['pytest'],4011.0,3583.0,https://pypi.org/project/pytest-mypy,254324.0,256090.0,https://anaconda.org/conda-forge/pytest-mypy,2023-06-16 19:18:02.883,72415.0,3.0,2022-02-07 17:12:40.000,428.0,,,,,,,,,,,,,,,,,
+149,MonkeyType,Instagram/MonkeyType,refactoring,A Python library that generates static type annotations by collecting runtime types.,,https://github.com/Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2023-06-16 16:09:34.593,2023-05-23 22:06:16,330.0,1.0,156.0,55.0,126.0,35.0,130.0,4283.0,2023-03-20 14:10:04.829,23.3.0,23.0,45.0,26,True,,monkeytype,conda-forge/monkeytype,,26.0,,https://pypi.org/project/monkeytype,67315.0,68108.0,https://anaconda.org/conda-forge/monkeytype,2023-06-16 16:09:34.593,52376.0,2.0,2022-02-18 23:46:48.000,26.0,,,,,,,,,,,,,,,,,
+150,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 17:11:25.872,2023-06-09 13:23:39.407,2022-02-16 05:16:40,168.0,,383.0,76.0,41.0,24.0,38.0,4014.0,2023-06-08 22:36:25.599,3.25.1,200.0,16.0,26,False,,rebound,conda-forge/rebound,,43.0,24.0,https://pypi.org/project/rebound,4359.0,8355.0,https://anaconda.org/conda-forge/rebound,2023-06-09 13:23:39.407,295534.0,3.0,2022-04-25 14:15:09.000,19.0,227.0,,,,,,,,,,,,,,,,
+151,uiautomator,xiaocong/uiautomator,testing,Python wrapper of Android uiautomator test tool.,,https://github.com/xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2023-02-28 00:25:02.000,2020-11-16 01:36:32,316.0,,636.0,155.0,35.0,183.0,119.0,1921.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,26,False,,uiautomator,,,315.0,248.0,https://pypi.org/project/uiautomator,56616.0,56616.0,,,,3.0,2020-11-16 03:43:07.000,67.0,,,,,,,,,,,,,,,,,
+152,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 17:37:38.151,2023-06-16 13:17:35.941,2023-05-30 17:59:57,301.0,3.0,100.0,17.0,130.0,39.0,48.0,1920.0,2023-03-04 00:35:51.589,4.0.3,27.0,39.0,26,True,,line_profiler,conda-forge/line_profiler,,68.0,,https://pypi.org/project/line_profiler,359141.0,363883.0,https://anaconda.org/conda-forge/line_profiler,2023-06-16 13:17:35.941,407859.0,3.0,2022-04-01 07:40:49.000,68.0,,,,,,,,,,,,,,,,,
+153,Diamond,python-diamond/Diamond,profiling,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,,https://github.com/python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2023-02-22 17:27:24.000,2023-01-29 19:46:36,3335.0,,565.0,91.0,533.0,66.0,170.0,1715.0,,,,385.0,26,True,,diamond,,,144.0,144.0,https://pypi.org/project/diamond,8162.0,8162.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+154,wily,tonybaloney/wily,code-metrics,"A Python application for tracking, reporting on timing and complexity in Python code.",,https://github.com/tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2023-07-05 16:39:32.000,2023-07-05 04:54:53,825.0,4.0,56.0,26.0,93.0,34.0,61.0,1078.0,2023-07-05 05:04:00.529,1.24.2,51.0,24.0,26,True,,wily,,,195.0,186.0,https://pypi.org/project/wily,10661.0,10661.0,,,,3.0,2018-10-14 05:01:41.000,9.0,,,,,,,,,,,,,,,,,
+155,pympler,pympler/pympler,profiling,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",,https://github.com/pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2023-06-16 13:20:11.899,2022-07-24 14:45:54,478.0,,84.0,10.0,59.0,57.0,53.0,1059.0,2021-12-22 16:55:15.000,1.0.1,17.0,29.0,26,True,,pympler,conda-forge/pympler,,329.0,,https://pypi.org/project/pympler,1839413.0,1843924.0,https://anaconda.org/conda-forge/pympler,2023-06-16 13:20:11.899,342867.0,3.0,2021-12-22 16:55:15.000,329.0,,,,,,,,,,,,,,,,,
+156,pdoc3,pdoc3/pdoc,documentation,Auto-generate API documentation for Python projects.,,https://github.com/pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000,2023-06-16 16:19:13.966,2022-12-21 03:55:00,575.0,,137.0,8.0,115.0,118.0,201.0,985.0,2021-08-03 14:51:19.000,0.10.0,34.0,58.0,26,True,,pdoc3,anaconda/pdoc3,,3594.0,3363.0,https://pypi.org/project/pdoc3,236460.0,236487.0,https://anaconda.org/anaconda/pdoc3,2023-06-16 16:19:13.966,1221.0,3.0,2021-08-03 14:51:19.000,231.0,,,,,,,,,,,,,,,,,
+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 02:08:20.000,2023-06-16 16:07:30.628,2019-06-15 20:36:43,183.0,,55.0,12.0,49.0,48.0,42.0,699.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,26,False,,pytest-watch,conda-forge/pytest-watch,['pytest'],8919.0,8262.0,https://pypi.org/project/pytest-watch,408731.0,410091.0,https://anaconda.org/conda-forge/pytest-watch,2023-06-16 16:07:30.628,89809.0,3.0,2018-05-20 19:52:16.000,657.0,,,,,,,,,,,,,,,,,
+158,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,,207.0,24.0,95.0,54.0,83.0,586.0,2022-02-03 20:27:24.000,0.8.1,58.0,39.0,26,False,,sphinx-bootstrap-theme,,['sphinx'],612.0,,https://pypi.org/project/sphinx-bootstrap-theme,209791.0,209791.0,,,,3.0,2022-02-03 20:27:24.000,612.0,,,,,,,,,,,,,,,,,
+159,pytest-randomly,pytest-dev/pytest-randomly,testing,Pytest plugin to randomly order tests and control random.seed.,,https://github.com/pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2023-07-04 06:43:06.000,2023-06-27 07:39:34,563.0,16.0,26.0,5.0,498.0,6.0,52.0,522.0,2022-05-11 17:35:06.000,3.12.0,30.0,19.0,26,True,,pytest-randomly,conda-forge/pytest-randomly,,246.0,,https://pypi.org/project/pytest-randomly,776974.0,783429.0,https://anaconda.org/conda-forge/pytest-randomly,2023-06-16 19:27:41.652,135567.0,3.0,2022-05-11 17:35:06.000,246.0,,,,,,,,,,,,,,,,,
+160,data-science-types,predictive-analytics-lab/data-science-types,linters,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",,https://github.com/wearepal/data-science-types,https://github.com/wearepal/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2023-06-16 19:24:01.290,2021-02-16 17:29:00,446.0,,53.0,9.0,171.0,33.0,23.0,196.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,26,False,wearepal/data-science-types,data-science-types,conda-forge/data-science-types,,1006.0,1006.0,https://pypi.org/project/data-science-types,73128.0,73407.0,https://anaconda.org/conda-forge/data-science-types,2023-06-16 19:24:01.290,8650.0,3.0,,,,,,,,,,,,,,,,,,,
+161,asteval,newville/asteval,ast,minimalistic evaluator of python expression using ast module.,,https://github.com/newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2023-07-03 13:32:23.000,2023-07-03 13:32:19,514.0,36.0,38.0,11.0,56.0,4.0,61.0,160.0,2023-06-18 03:41:01.450,0.9.30,30.0,24.0,26,True,,asteval,conda-forge/asteval,,170.0,,https://pypi.org/project/asteval,186083.0,196309.0,https://anaconda.org/conda-forge/asteval,2023-06-18 10:42:56.965,296565.0,3.0,2022-05-24 15:52:50.000,170.0,,,,,,,,,,,,,,,,,
+162,detect-secrets,Yelp/detect-secrets,security,An enterprise friendly way of detecting and preventing secrets in code.,,https://github.com/Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000,2023-06-19 15:57:53.000,2023-04-11 16:04:33,1217.0,2.0,326.0,49.0,413.0,89.0,198.0,3106.0,2022-10-05 17:13:10.000,1.4.0,8.0,73.0,25,True,,detect-secrets,,,,,https://pypi.org/project/detect-secrets,405576.0,405576.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+163,dephell,dephell/dephell,dependency-managers,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",,https://github.com/dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39,2145.0,,118.0,26.0,221.0,107.0,161.0,1759.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,25,False,,dephell,,,833.0,817.0,https://pypi.org/project/dephell,2607.0,2611.0,,,,3.0,2019-03-14 17:37:00.000,16.0,241.0,,,,,,,,,,,,,,,,
+164,pybuilder,pybuilder/pybuilder,build-tools,Software build automation tool for Python.,,https://github.com/pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2023-07-05 14:25:43.000,2023-02-25 17:42:34,1421.0,,238.0,94.0,382.0,85.0,420.0,1551.0,2022-11-04 02:55:01.000,0.13.8,9.0,39.0,25,True,,pybuilder,conda-forge/pybuilder,,,,https://pypi.org/project/pybuilder,20423.0,22873.0,https://anaconda.org/conda-forge/pybuilder,2023-06-15 19:53:28.217,49003.0,3.0,,,,,,,,,,,,,,,,,,,
+165,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2023-06-16 16:11:48.791,2023-01-20 18:08:14,186.0,,93.0,31.0,75.0,46.0,34.0,1475.0,2020-09-17 01:55:39.000,0.9.0,8.0,27.0,25,True,,bowler,conda-forge/bowler,,11.0,,https://pypi.org/project/bowler,97198.0,97496.0,https://anaconda.org/conda-forge/bowler,2023-06-16 16:11:48.791,16715.0,2.0,2020-09-17 01:55:39.000,11.0,,,,,,,,,,,,,,,,,
+166,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2023-06-16 16:15:48.838,2023-02-20 18:24:13,204.0,,35.0,9.0,34.0,7.0,21.0,1249.0,2022-11-24 20:30:35.533,0.2.10,19.0,7.0,25,True,,stackprinter,conda-forge/stackprinter,,298.0,271.0,https://pypi.org/project/stackprinter,418415.0,418530.0,https://anaconda.org/conda-forge/stackprinter,2023-06-16 16:15:48.838,5650.0,3.0,2022-11-24 20:30:35.533,27.0,,,,,,,,,,,,,,,,,
+167,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2023-05-16 14:03:19.000,2022-08-08 11:25:05,700.0,,96.0,20.0,97.0,50.0,95.0,1003.0,,,,46.0,25,True,,pylama,,,5920.0,5920.0,https://pypi.org/project/pylama,164324.0,164324.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+168,interrogate,econchick/interrogate,documentation,Explain yourself! Interrogate a codebase for docstring coverage.,,https://github.com/econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2023-03-19 22:56:32.000,2022-07-29 16:12:10,178.0,,37.0,5.0,102.0,24.0,27.0,487.0,2021-09-10 23:05:20.000,1.5.0,14.0,12.0,25,True,,interrogate,,,4864.0,4686.0,https://pypi.org/project/interrogate,77357.0,77357.0,,,,3.0,2021-09-10 23:05:20.000,178.0,,,,,,,,,,,,,,,,,
+169,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 06:52:50.000,2023-07-06 13:05:33.000,2023-06-27 15:37:37,1104.0,20.0,163.0,33.0,370.0,39.0,284.0,413.0,2023-04-06 14:47:55.000,3.4.3,41.0,69.0,25,True,,,constructor,,14.0,14.0,,,85.0,https://anaconda.org/anaconda/constructor,2023-06-22 17:19:03.669,7130.0,3.0,,,255.0,,,,,,,,,,,,,,,,
+170,mkdocs-awesome-pages-plugin,lukasgeiter/mkdocs-awesome-pages-plugin,documentation,An MkDocs plugin that simplifies configuring page titles and their order.,,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2023-07-05 19:25:50.000,2023-07-05 19:25:46,92.0,8.0,31.0,7.0,16.0,12.0,47.0,336.0,2023-05-08 18:47:19.000,2.9.1,23.0,6.0,25,True,,mkdocs-awesome-pages-plugin,,['mkdocs'],2916.0,2808.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,102422.0,102422.0,,,,3.0,2022-07-24 17:45:31.955,108.0,,,,,,,,,,,,,,,,,
+171,flake8-eradicate,wemake-services/flake8-eradicate,linters,Flake8 plugin to find commented out or dead code.,,https://github.com/wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2023-06-01 15:43:14.086,2023-05-31 09:56:43,371.0,1.0,13.0,6.0,256.0,9.0,30.0,302.0,2022-09-20 20:06:30.000,1.4.0,15.0,15.0,25,True,,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],16645.0,16645.0,https://pypi.org/project/flake8-eradicate,561076.0,561438.0,https://anaconda.org/conda-forge/flake8-eradicate,2023-06-01 15:43:14.086,9780.0,3.0,,,,,,,,,,,,,,,,,,,
+172,check-manifest,mgedmin/check-manifest,linters,Tool to check the completeness of MANIFEST.in for Python packages.,,https://github.com/mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2023-06-26 22:59:27.000,2023-05-02 14:06:24,564.0,1.0,39.0,6.0,70.0,19.0,76.0,279.0,,,43.0,22.0,25,True,,check-manifest,conda-forge/check-manifest,,12264.0,9306.0,https://pypi.org/project/check-manifest,210662.0,212387.0,https://anaconda.org/conda-forge/check-manifest,2023-06-16 16:12:23.756,94878.0,3.0,2015-03-26 17:42:26.000,2958.0,,,,,,,,,,,,,,,,,
+173,flake8-import-order,PyCQA/flake8-import-order,linters,Flake8 plugin that checks import order against various Python Style Guides.,,https://github.com/PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2023-06-16 13:24:07.930,2022-12-10 16:20:39,292.0,,71.0,10.0,100.0,12.0,90.0,272.0,2022-11-26 20:15:35.517,0.18.2,35.0,46.0,25,True,,flake8-import-order,conda-forge/flake8-import-order,['flake8'],1211.0,,https://pypi.org/project/flake8-import-order,390489.0,393442.0,https://anaconda.org/conda-forge/flake8-import-order,2023-06-16 13:24:07.930,236310.0,3.0,2019-03-04 08:39:11.000,1211.0,,,,,,,,,,,,,,,,,
+174,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/PyCQA/eradicate,https://github.com/PyCQA/eradicate,,2012-12-23 04:39:48.000,2023-06-12 14:15:35.396,2023-06-12 09:19:41,183.0,6.0,23.0,5.0,25.0,7.0,16.0,185.0,2023-06-09 06:29:34.000,2.3.0,4.0,13.0,25,False,PyCQA/eradicate,eradicate,conda-forge/eradicate,,13829.0,13829.0,https://pypi.org/project/eradicate,570820.0,571087.0,https://anaconda.org/conda-forge/eradicate,2023-06-12 14:15:35.396,7230.0,2.0,,,,,,,,,,,,,,,,,,,
+175,releases,bitprophet/releases,documentation,A powerful Sphinx changelog-generating extension.,,https://github.com/bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2023-06-16 16:08:54.259,2023-04-28 19:12:18,591.0,8.0,40.0,6.0,27.0,28.0,46.0,171.0,2023-04-28 19:14:01.551,2.1.1,37.0,10.0,25,True,,releases,conda-forge/sphinx-releases,['sphinx'],941.0,572.0,https://pypi.org/project/releases,10660.0,11450.0,https://anaconda.org/conda-forge/sphinx-releases,2023-06-16 16:08:54.259,49023.0,3.0,2023-01-02 18:25:53.338,369.0,,,,,,,,,,,,,,,,,
+176,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,,26.0,4.0,38.0,5.0,26.0,127.0,2021-10-13 19:25:39.000,2.1.0,20.0,12.0,25,False,,flake8-commas,,['flake8'],16088.0,15721.0,https://pypi.org/project/flake8-commas,505737.0,505737.0,,,,3.0,2021-10-13 19:25:39.000,367.0,,,,,,,,,,,,,,,,,
+177,flake8-builtins,gforcada/flake8-builtins,linters,Check for python builtins being used as variables or parameters.,,https://github.com/gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2023-06-16 13:23:26.276,2022-12-22 23:43:03,285.0,,21.0,4.0,58.0,2.0,42.0,104.0,2022-12-22 23:44:03.313,2.1.0,26.0,17.0,25,True,,flake8-builtins,conda-forge/flake8-builtins,['flake8'],9727.0,9267.0,https://pypi.org/project/flake8-builtins,562740.0,565381.0,https://anaconda.org/conda-forge/flake8-builtins,2023-06-16 13:23:26.276,211336.0,3.0,2020-05-14 10:45:01.000,460.0,,,,,,,,,,,,,,,,,
+178,pytkdocs,mkdocstrings/pytkdocs,documentation,Load Python objects documentation.,,https://github.com/mkdocstrings/pytkdocs,https://github.com/mkdocstrings/pytkdocs,ISC,2020-02-04 21:18:34.000,2023-06-16 19:23:18.580,2022-03-07 18:48:36,240.0,,34.0,3.0,45.0,18.0,80.0,48.0,2022-03-07 18:50:03.302,0.16.1,26.0,23.0,25,False,,pytkdocs,conda-forge/pytkdocs,,1270.0,1252.0,https://pypi.org/project/pytkdocs,98891.0,101593.0,https://anaconda.org/conda-forge/pytkdocs,2023-06-16 19:23:18.580,89181.0,3.0,2020-07-24 19:40:57.000,18.0,,,,,,,,,,,,,,,,,
+179,PySnooper,cool-RR/PySnooper,debugging,Never use print for debugging again.,,https://github.com/cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2023-06-16 16:15:08.194,2023-04-12 09:10:26,308.0,1.0,930.0,235.0,114.0,24.0,100.0,15932.0,,,23.0,27.0,24,True,,pysnooper,conda-forge/pysnooper,,,,https://pypi.org/project/pysnooper,372509.0,373831.0,https://anaconda.org/conda-forge/pysnooper,2023-06-16 16:15:08.194,66124.0,3.0,,,,,,,,,,,,,,,,,,,
+180,xxh,xxh/xxh,shell,"Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish, zsh, osquery and so on.",,https://github.com/xxh/xxh,https://github.com/xxh/xxh,BSD-2-Clause,2019-11-03 12:04:13.000,2023-06-21 16:18:50.000,2023-06-21 16:18:49,768.0,13.0,90.0,43.0,56.0,19.0,59.0,4468.0,2022-09-29 10:20:01.217,0.8.12,89.0,24.0,24,True,,xxh-xxh,,,75.0,75.0,https://pypi.org/project/xxh-xxh,352.0,390.0,,,,3.0,2022-09-29 10:20:01.217,,1580.0,,,,,,,,,,,,,,,,
+181,better-exceptions,Qix-/better-exceptions,logging,"Pretty and useful exceptions in Python, automatically.",,https://github.com/Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2023-03-23 11:09:43.000,2023-01-05 00:12:47,102.0,,207.0,71.0,56.0,32.0,46.0,4399.0,2021-01-29 16:48:55.000,0.3.3,16.0,17.0,24,True,,better-exceptions,,,84.0,,https://pypi.org/project/better-exceptions,98944.0,98944.0,,,,3.0,2021-01-29 16:48:55.000,84.0,,,,,,,,,,,,,,,,,
+182,beartype,beartype/beartype,linters,Unbearably fast near-real-time runtime type-checking in pure Python.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2023-07-06 05:51:27.000,2023-07-06 05:34:23,966.0,68.0,33.0,13.0,39.0,46.0,145.0,1883.0,2023-06-07 05:37:47.000,0.14.1,26.0,16.0,24,True,,beartype,conda-forge/beartype,,,,https://pypi.org/project/beartype,297270.0,298714.0,https://anaconda.org/conda-forge/beartype,2023-06-07 06:57:51.188,53437.0,3.0,,,,,,,,,-3.0,,,,,,,,,,
+183,pycco,pycco-docs/pycco,documentation,Literate-style documentation generator.,,https://github.com/pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2023-06-12 20:15:00.000,2019-12-20 19:59:49,222.0,,149.0,16.0,66.0,32.0,28.0,827.0,2018-07-25 01:44:55.232,0.6.0,11.0,36.0,24,False,,pycco,,,419.0,304.0,https://pypi.org/project/pycco,1810.0,1810.0,,,,3.0,2016-06-04 18:49:28.000,115.0,,,,,,,,,,,,,,,,,
+184,python-hunter,ionelmc/python-hunter,debugging,Hunter is a flexible code tracing toolkit.,,https://github.com/ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2023-06-16 19:26:54.897,2023-04-26 09:11:54,1074.0,19.0,43.0,15.0,21.0,40.0,54.0,740.0,2023-04-26 10:15:04.184,3.6.1,53.0,9.0,24,True,,hunter,conda-forge/hunter,,165.0,144.0,https://pypi.org/project/hunter,8195.0,10047.0,https://anaconda.org/conda-forge/hunter,2023-06-16 19:26:54.897,44449.0,3.0,2021-12-15 20:36:30.000,21.0,,,,,,,,,,,,,,,,,
+185,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/PyCQA/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000,2021-12-09 03:12:36,1672.0,,72.0,28.0,106.0,80.0,48.0,669.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,24,False,,redbaron,,,684.0,556.0,https://pypi.org/project/redbaron,34489.0,34489.0,,,,3.0,2019-03-17 18:59:01.000,128.0,,,,,,,,,,,,,,,,,
+186,blacken-docs,asottile/blacken-docs,documentation,Run `black` on python code blocks in documentation files.,,https://github.com/adamchainz/blacken-docs,https://github.com/adamchainz/blacken-docs,MIT,2018-06-03 02:48:01.000,2023-07-03 22:11:50.000,2023-07-03 18:39:54,337.0,18.0,39.0,7.0,189.0,13.0,55.0,531.0,2023-06-13 19:09:12.141,1.14.0,24.0,16.0,24,True,adamchainz/blacken-docs,blacken-docs,conda-forge/blacken-docs,,27.0,,https://pypi.org/project/blacken-docs,146779.0,147601.0,https://anaconda.org/conda-forge/blacken-docs,2023-06-13 20:46:55.139,29616.0,3.0,2023-01-16 10:50:01.873,27.0,,,,,,,,,,,,,,,,,
+187,pytest-plugins,man-group/pytest-plugins,testing,A grab-bag of nifty pytest plugins.,,https://github.com/man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2023-06-16 16:13:53.097,2022-11-03 10:04:57,807.0,,72.0,24.0,114.0,49.0,58.0,514.0,2019-05-28 06:37:19.000,1.7.0,12.0,62.0,24,True,,pytest-virtualenv,conda-forge/pytest-shutil,,69.0,,https://pypi.org/project/pytest-virtualenv,35626.0,36358.0,https://anaconda.org/conda-forge/pytest-shutil,2023-06-16 16:13:53.097,43948.0,3.0,2019-05-28 06:37:19.000,69.0,,,,,,,,,,,,,,,,,
+188,Mamba Test Runner,nestorsalceda/mamba,testing,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,,https://github.com/nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2022-12-08 10:54:50.000,2020-11-16 12:31:58,468.0,,63.0,24.0,85.0,45.0,52.0,506.0,2020-11-16 12:36:24.000,0.11.2,21.0,23.0,24,False,,mamba,,,931.0,804.0,https://pypi.org/project/mamba,6909.0,6909.0,,,,3.0,2020-11-16 12:35:41.000,127.0,,,,,,,,,,,,,,,,,
+189,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 09:43:52.000,2023-06-16 13:19:05.560,2023-04-16 21:21:14,535.0,1.0,78.0,13.0,85.0,39.0,93.0,455.0,2017-12-31 01:13:41.000,1.3.4,28.0,46.0,24,True,,paver,conda-forge/paver,,960.0,,https://pypi.org/project/paver,53891.0,54234.0,https://anaconda.org/conda-forge/paver,2023-06-16 13:19:05.560,27516.0,3.0,2017-12-31 01:13:41.000,960.0,,,,,,,,,,,,,,,,,
+190,flake8-black,peterjc/flake8-black,linters,flake8 plugin to run black for checking Python coding style.,,https://github.com/peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2023-07-03 23:06:12.000,2023-07-03 23:06:10,165.0,1.0,11.0,2.0,50.0,6.0,23.0,159.0,2022-12-20 09:31:01.407,0.3.6,20.0,10.0,24,True,,flake8-black,conda-forge/flake8-black,['flake8'],7146.0,6920.0,https://pypi.org/project/flake8-black,1119928.0,1128940.0,https://anaconda.org/conda-forge/flake8-black,2023-06-16 16:15:31.454,441635.0,3.0,2022-05-16 09:20:23.000,226.0,,,,,,,,,,,,,,,,,
+191,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2023-06-24 19:35:05.000,2022-12-04 22:09:17,262.0,,142.0,49.0,45.0,35.0,70.0,6837.0,2022-07-21 09:17:39.000,2.1.3,7.0,21.0,23,True,,icecream,conda-forge/icecream,,,,https://pypi.org/project/icecream,235895.0,236591.0,https://anaconda.org/conda-forge/icecream,2023-06-16 19:25:30.341,18818.0,3.0,,,,,,,,,,,,,,,,,,,
+192,vprof,nvdv/vprof,profiling,Visual profiler for Python.,,https://github.com/nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2022-07-15 07:43:03.000,2022-07-15 07:43:03,620.0,,171.0,72.0,32.0,27.0,57.0,3923.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,23,True,,vprof,,,130.0,114.0,https://pypi.org/project/vprof,3262.0,3262.0,,,,3.0,2020-02-29 13:31:59.000,16.0,,,,,,,,,,,,,,,,,
+193,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,,234.0,70.0,116.0,22.0,78.0,2138.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,23,False,,python-taint,,,100.0,88.0,https://pypi.org/project/python-taint,4945.0,4946.0,,,,3.0,2018-11-01 16:02:04.000,12.0,104.0,,,,,,,,,,,,,,,,
+194,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 18:46:23.000,2022-11-04 03:21:51.000,2022-11-04 03:21:51,205.0,,85.0,27.0,113.0,41.0,76.0,1606.0,2022-11-02 23:26:19.000,1.0.3,60.0,39.0,23,True,,shiv,,,13.0,,https://pypi.org/project/shiv,18696.0,18707.0,,,,3.0,2022-01-24 19:17:52.000,13.0,545.0,,,,,,,,,,,,,,,,
+195,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2022-11-04 09:45:28.000,2022-04-21 14:15:55,556.0,,118.0,33.0,90.0,29.0,143.0,844.0,2020-07-03 08:11:24.000,2.5.1,22.0,30.0,23,False,,pynsist,,,242.0,193.0,https://pypi.org/project/pynsist,1720.0,1720.0,,,,3.0,2022-03-21 11:44:22.000,49.0,,,,,,,,,,,,,,,,,
+196,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2023-06-11 01:13:27.000,2023-01-27 11:02:15,1077.0,,82.0,20.0,33.0,13.0,133.0,611.0,2022-11-05 16:32:25.000,0.13.0.0,25.0,17.0,23,True,,py2exe,,,1962.0,1786.0,https://pypi.org/project/py2exe,15268.0,15531.0,,,,3.0,2022-11-05 16:36:06.716,176.0,13693.0,,,,,,,,,,,,,,,,
+197,pytest-lazy-fixture,tvorog/pytest-lazy-fixture,testing,It helps to use fixtures in pytest.mark.parametrize.,,https://github.com/TvoroG/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2023-06-16 13:24:44.425,2022-01-27 10:32:34,98.0,,20.0,9.0,21.0,17.0,21.0,331.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,23,False,,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],1946.0,1827.0,https://pypi.org/project/pytest-lazy-fixture,425198.0,431640.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2023-06-16 13:24:44.425,483182.0,3.0,2020-02-01 18:04:00.000,119.0,,,,,,,,,,,,,,,,,
+198,mkdocs-with-pdf,orzih/mkdocs-with-pdf,documentation,Generate a single PDF file from MkDocs repository.,,https://github.com/orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2023-06-08 09:34:08.000,2021-10-14 20:29:54,188.0,,60.0,10.0,50.0,53.0,44.0,245.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,23,False,,mkdocs-with-pdf,,['mkdocs'],347.0,344.0,https://pypi.org/project/mkdocs-with-pdf,22202.0,22202.0,,,,3.0,2021-07-03 02:04:39.000,3.0,,,,,,,,,,,,,,,,,
+199,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,,2011-10-14 11:56:14.000,2023-06-16 13:17:34.885,2022-12-06 17:25:01,713.0,,367.0,79.0,160.0,125.0,113.0,3943.0,,,12.0,101.0,22,False,,memory_profiler,conda-forge/memory_profiler,,,,https://pypi.org/project/memory_profiler,762026.0,766009.0,https://anaconda.org/conda-forge/memory_profiler,2023-06-16 13:17:34.885,342597.0,3.0,,,,,,,,,,,,,,,,,,,
+200,sixpack,sixpack/sixpack,testing,Sixpack is a language-agnostic a/b-testing framework.,,https://github.com/sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2022-08-21 18:43:32.000,2020-08-26 00:32:16,828.0,,185.0,72.0,170.0,88.0,126.0,1750.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,22,False,,sixpack,,,15.0,11.0,https://pypi.org/project/sixpack,454.0,454.0,,,,3.0,2017-11-22 14:27:35.000,4.0,,,,,,,,,,,,,,,,,
+201,pyflow,David-OConnor/pyflow,dependency-managers,An installation and dependency system for Python.,,https://github.com/David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2023-03-07 21:30:59.000,2022-03-11 18:31:51,368.0,,44.0,24.0,55.0,63.0,72.0,1277.0,2021-07-02 13:17:04.000,0.3.1,26.0,28.0,22,False,,pyflow,,,43.0,42.0,https://pypi.org/project/pyflow,277.0,402.0,,,,3.0,2021-07-02 13:17:04.000,1.0,5907.0,,,,,,,,,,,,,,,,
+202,snoop,alexmojaki/snoop,debugging,"A powerful set of Python debugging tools, based on PySnooper.",,https://github.com/alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2023-06-16 19:27:40.699,2022-12-22 13:48:56,431.0,,33.0,19.0,16.0,22.0,28.0,940.0,2022-12-22 13:51:11.775,0.4.3,14.0,22.0,22,True,,snoop,conda-forge/snoop,,22.0,,https://pypi.org/project/snoop,44762.0,44945.0,https://anaconda.org/conda-forge/snoop,2023-06-16 19:27:40.699,3854.0,3.0,2021-11-11 16:57:18.000,22.0,,,,,,,,,,,,,,,,,
+203,portray,timothycrosley/portray,documentation,Your Project with Great Documentation.,,https://github.com/timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2023-01-03 00:40:56.000,2023-01-03 00:40:56,266.0,,72.0,18.0,42.0,32.0,32.0,844.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,22,True,,portray,,,815.0,794.0,https://pypi.org/project/portray,14379.0,14379.0,,,,3.0,2022-12-19 09:01:00.611,21.0,,,,,,,,,,,,,,,,,
+204,python-devtools,samuelcolvin/python-devtools,logging,Dev tools for python.,,https://github.com/samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000,2023-06-16 19:25:38.145,2023-05-23 15:06:17,123.0,2.0,36.0,11.0,81.0,12.0,39.0,772.0,2023-04-05 18:22:56.000,0.11.0,15.0,12.0,22,True,,python-devtools,conda-forge/python-devtools,,1513.0,1512.0,https://pypi.org/project/python-devtools,687.0,1259.0,https://anaconda.org/conda-forge/python-devtools,2023-06-16 19:25:38.145,15445.0,3.0,2017-08-21 10:32:25.000,1.0,,,,,,,,,,,,,,,,,
+205,Fixit,Instagram/Fixit,linters,Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom..,,https://github.com/Instagram/Fixit,https://github.com/Instagram/Fixit,,2020-02-20 19:09:01.000,2023-07-06 04:59:22.000,2023-07-03 20:14:48,276.0,26.0,49.0,21.0,257.0,33.0,47.0,406.0,2021-07-31 16:17:24.000,0.1.4,5.0,35.0,22,False,,fixit,,,40.0,40.0,https://pypi.org/project/fixit,12502.0,12502.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+206,python-manhole,ionelmc/python-manhole,debugging,Debugging manhole for python applications.,,https://github.com/ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2023-06-16 19:26:54.777,2022-12-17 09:19:54,492.0,,21.0,10.0,44.0,7.0,15.0,341.0,2021-12-15 14:34:12.182,0.0.1,23.0,11.0,22,True,,manhole,conda-forge/manhole,,290.0,253.0,https://pypi.org/project/manhole,12176.0,12846.0,https://anaconda.org/conda-forge/manhole,2023-06-16 19:26:54.777,16090.0,3.0,2021-04-08 20:14:54.000,37.0,,,,,,,,,,,,,,,,,
+207,baron,PyCQA/baron,refactoring,"IDE allow you to refactor code, Baron allows you to write refactoring code.",,https://github.com/PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-12-09 03:34:37.000,2021-12-09 03:33:22,1505.0,,50.0,15.0,100.0,44.0,30.0,281.0,2019-02-25 23:55:38.000,0.8,12.0,33.0,22,False,,baron,,,291.0,291.0,https://pypi.org/project/baron,34358.0,34358.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+208,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2023-06-21 21:06:31.000,2023-06-18 06:50:58,114.0,1.0,20.0,6.0,16.0,9.0,27.0,220.0,2022-02-24 08:21:17.000,0.9.0,21.0,9.0,22,True,,xenon,conda-forge/xenon,,1149.0,1074.0,https://pypi.org/project/xenon,129875.0,130172.0,https://anaconda.org/conda-forge/xenon,2023-06-16 13:23:09.938,20548.0,3.0,2022-02-24 08:21:17.000,75.0,,,,,,,,,,,,,,,,,
+209,sphinx-markdown-builder,clayrisser/sphinx-markdown-builder,documentation,DISCONTINUED: sphinx builder that outputs markdown files. The active version of this project is now being maintained..,,https://github.com/clayrisser/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2023-06-24 21:25:39.000,2023-06-24 21:25:38,106.0,4.0,41.0,7.0,27.0,,39.0,163.0,2019-10-11 01:01:17.000,0.5.3,4.0,20.0,22,True,,sphinx-markdown-builder,,['sphinx'],705.0,705.0,https://pypi.org/project/sphinx-markdown-builder,40653.0,40653.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+210,mkdocs-print-site-plugin,timvink/mkdocs-print-site-plugin,documentation,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",,https://github.com/timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2023-06-24 16:23:53.000,2023-06-15 18:07:24,224.0,4.0,12.0,3.0,8.0,9.0,68.0,80.0,2023-06-12 08:53:35.050,2.3.5,40.0,4.0,22,True,,mkdocs-print-site-plugin,,['mkdocs'],232.0,226.0,https://pypi.org/project/mkdocs-print-site-plugin,10388.0,10388.0,,,,3.0,2022-06-01 11:12:02.000,6.0,,,,,,,,,,,,,,,,,
+211,Profiling,what-studio/profiling,profiling,Was an interactive continuous Python profiler.,,https://github.com/what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2020-08-24 01:31:58.000,2020-08-24 01:31:58,433.0,,114.0,75.0,25.0,15.0,20.0,2973.0,2015-12-25 11:58:18.000,0.1.1,2.0,18.0,21,False,,profiling,,,63.0,63.0,https://pypi.org/project/profiling,2182.0,2182.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+212,pyrasite,lmacken/pyrasite,debugging,Inject code into running Python processes.,,https://github.com/lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2023-03-03 17:07:08.000,2023-03-03 17:07:08,349.0,,197.0,60.0,44.0,40.0,16.0,2685.0,,,,23.0,21,True,,pyrasite,,,49.0,49.0,https://pypi.org/project/pyrasite,19778.0,19778.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+213,pyannotate,dropbox/pyannotate,refactoring,Auto-generate PEP-484 annotations.,,https://github.com/dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2022-07-03 08:24:17.000,2021-10-12 20:53:49,95.0,,61.0,28.0,63.0,34.0,33.0,1389.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,21,False,,pyannotate,,,144.0,117.0,https://pypi.org/project/pyannotate,3162.0,3162.0,,,,3.0,2019-09-16 15:37:03.000,27.0,,,,,,,,,,,,,,,,,
+214,mypy-protobuf,dropbox/mypy-protobuf,linters,open source tools to generate mypy stubs from protobufs.,,https://github.com/nipunn1313/mypy-protobuf,https://github.com/nipunn1313/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2023-06-16 19:23:42.346,2023-03-13 20:38:27,472.0,,70.0,19.0,417.0,10.0,107.0,570.0,,,10.0,36.0,21,True,nipunn1313/mypy-protobuf,mypy-protobuf,conda-forge/mypy-protobuf,,,,https://pypi.org/project/mypy-protobuf,1100409.0,1103608.0,https://anaconda.org/conda-forge/mypy-protobuf,2023-06-16 19:23:42.346,102385.0,3.0,,,,,,,,,,,,,,,,,,,
+215,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 15:06:51.000,2022-11-22 05:06:36.000,2021-10-05 01:31:10,72.0,,41.0,19.0,31.0,41.0,46.0,283.0,2021-10-05 01:33:27.000,0.5.10,24.0,11.0,21,False,,mkdocs-pdf-export-plugin,,['mkdocs'],443.0,437.0,https://pypi.org/project/mkdocs-pdf-export-plugin,19722.0,19722.0,,,,3.0,2021-10-05 01:33:27.000,6.0,,,,,,,,,,,,,,,,,
+216,xdoctest,Erotemic/xdoctest,testing,A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of REGEX.,,https://github.com/Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2023-06-20 17:22:28.000,2023-04-19 05:31:49,827.0,1.0,9.0,5.0,101.0,19.0,25.0,186.0,2023-01-30 01:24:01.118,1.1.1,67.0,9.0,21,True,,xdoctest,conda-forge/xdoctest,,97.0,,https://pypi.org/project/xdoctest,77696.0,81407.0,https://anaconda.org/conda-forge/xdoctest,2023-06-16 19:18:12.043,152152.0,3.0,2022-03-25 19:19:03.000,97.0,,,,,,,,,,,,,,,,,conda-forge/xdoctest
+217,pandas-vet,deppen8/pandas-vet,linters,A plugin for Flake8 that checks pandas code.,,https://github.com/deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2023-06-16 16:14:58.026,2023-05-16 19:17:28,188.0,2.0,17.0,6.0,71.0,22.0,30.0,155.0,2022-02-09 03:17:52.000,0.2.3,7.0,13.0,21,True,,pandas-vet,conda-forge/pandas-vet,['flake8'],391.0,373.0,https://pypi.org/project/pandas-vet,54590.0,54898.0,https://anaconda.org/conda-forge/pandas-vet,2023-06-16 16:14:58.026,15702.0,3.0,2022-02-09 02:48:57.000,18.0,62.0,,,,,,,,,,,,,,,,
+218,dlint,dlint-py/dlint,security,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,,https://github.com/dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2023-06-16 19:27:52.099,2023-04-10 19:27:15,234.0,2.0,16.0,2.0,16.0,24.0,21.0,153.0,2023-04-10 19:35:00.918,0.14.1,17.0,16.0,21,True,,dlint,conda-forge/dlint,,49.0,,https://pypi.org/project/dlint,118511.0,118666.0,https://anaconda.org/conda-forge/dlint,2023-06-16 19:27:52.099,3110.0,3.0,2022-08-09 19:17:19.574,49.0,,,,,,,,,,,,,,,,,
+219,dodgy,landscapeio/dodgy,security,Looks at Python code to search for things which look dodgy such as passwords or diffs.,,https://github.com/landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2023-06-16 13:16:51.618,2021-03-21 11:36:52,70.0,,20.0,6.0,14.0,9.0,3.0,114.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,21,False,,dodgy,conda-forge/dodgy,,2747.0,2461.0,https://pypi.org/project/dodgy,440399.0,441218.0,https://anaconda.org/conda-forge/dodgy,2023-06-16 13:16:51.618,68037.0,3.0,2019-12-31 16:44:58.000,286.0,,,,,,,,,,,,,,,,,
+220,pyenv-virtualenv,pyenv/pyenv-virtualenv,virtual-envs,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,,https://github.com/pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2023-06-26 22:36:05.000,2023-06-26 22:36:04,503.0,3.0,367.0,75.0,132.0,106.0,224.0,5573.0,2023-01-29 21:48:52.000,1.2.1,9.0,58.0,20,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+221,heartrate,alexmojaki/heartrate,profiling,Simple real time visualisation of the execution of a Python program.,,https://github.com/alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000,2023-06-16 19:26:36.247,2021-11-13 14:58:04,27.0,,122.0,34.0,4.0,5.0,4.0,1626.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,20,False,,heartrate,conda-forge/heartrate,,54.0,51.0,https://pypi.org/project/heartrate,957.0,1059.0,https://anaconda.org/conda-forge/heartrate,2023-06-16 19:26:36.247,2572.0,3.0,2021-11-13 14:58:19.000,3.0,,,,,,,,,,,,,,,,,
+222,Birdseye,alexmojaki/birdseye,debugging,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,,https://github.com/alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2022-05-18 12:08:29.000,2022-05-18 12:07:17,415.0,,74.0,42.0,48.0,20.0,34.0,1575.0,2022-05-18 12:08:29.000,0.9.4,39.0,10.0,20,False,,birdseye,,,4.0,,https://pypi.org/project/birdseye,1358.0,1358.0,,,,3.0,2022-05-18 12:08:29.000,4.0,,,,,,,,,,,,,,,,,
+223,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2022-11-30 02:55:03.000,2022-11-18 15:26:38,97.0,,55.0,41.0,22.0,8.0,25.0,1550.0,2020-12-02 20:41:20.000,20.12.2,3.0,38.0,20,True,,xar,,,26.0,26.0,https://pypi.org/project/xar,149.0,149.0,,,,3.0,2020-12-02 20:41:20.000,,,,,,,,,,,,,,,,,,
+224,flake8-comprehensions,adamchainz/flake8-comprehensions,linters,A flake8 plugin to help you write better list/set/dict comprehensions.,,https://github.com/adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2023-07-03 22:15:20.000,2023-06-27 07:39:31,535.0,19.0,19.0,7.0,460.0,3.0,51.0,434.0,,,29.0,15.0,20,True,,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],,,https://pypi.org/project/flake8-comprehensions,864669.0,884267.0,https://anaconda.org/conda-forge/flake8-comprehensions,2023-06-15 17:50:25.610,725157.0,3.0,,,,,,,,,,,,,,,,,,,
+225,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 01:38:07.332,2023-06-16 13:24:36.177,2019-10-30 17:50:10,279.0,,57.0,1.0,,,,381.0,,,13.0,10.0,20,False,,assertpy,conda-forge/assertpy,,105.0,,https://pypi.org/project/assertpy,398689.0,399000.0,https://anaconda.org/conda-forge/assertpy,2023-06-16 13:24:36.177,21172.0,3.0,2020-07-19 14:39:02.000,105.0,,,,,,,7.0,,,,,,,,,,
+226,pytest-docker,avast/pytest-docker,testing,Docker-based integration tests.,,https://github.com/avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2023-02-12 10:13:02.000,2022-09-14 15:18:11,71.0,,59.0,8.0,52.0,18.0,33.0,342.0,2022-09-19 22:54:45.987,1.0.1,20.0,16.0,20,True,,pytest-docker,,['pytest'],39.0,,https://pypi.org/project/pytest-docker,128260.0,128262.0,,,,3.0,2022-04-09 19:10:43.000,39.0,125.0,,,,,,,,,,,,,,,,
+227,flake8-bandit,tylerwince/flake8-bandit,linters,Automated security testing using bandit and flake8.,,https://github.com/tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2022-08-29 14:28:51.025,2022-08-29 13:45:55,70.0,,26.0,6.0,17.0,11.0,16.0,103.0,2022-08-29 14:28:51.025,4.1.1,13.0,12.0,20,True,,flake8-bandit,,['flake8'],172.0,,https://pypi.org/project/flake8-bandit,525655.0,525655.0,,,,3.0,2022-08-29 14:28:51.025,172.0,,,,,,,,,,,,,,,,,
+228,pylint-flask,jschaf/pylint-flask,linters,A Pylint plugin to analyze Flask applications.,,https://github.com/jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2023-06-16 13:25:29.031,2022-07-19 20:45:38,40.0,,7.0,3.0,8.0,6.0,6.0,62.0,,,4.0,7.0,20,True,,pylint-flask,conda-forge/pylint-flask,['pylint'],7464.0,7464.0,https://pypi.org/project/pylint-flask,292392.0,293577.0,https://anaconda.org/conda-forge/pylint-flask,2023-06-16 13:25:29.031,98399.0,3.0,,,,,,,,,,,,,,,,,,,
+229,PrettyErrors,onelivesleft/PrettyErrors,logging,Prettify Python exception output to make it legible.,,https://github.com/onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2023-06-16 19:23:41.476,2021-11-24 14:32:14,130.0,,81.0,30.0,10.0,6.0,38.0,2648.0,,,8.0,5.0,19,False,,pretty_errors,conda-forge/pretty_errors,,,,https://pypi.org/project/pretty_errors,28256.0,28632.0,https://anaconda.org/conda-forge/pretty_errors,2023-06-16 19:23:41.476,12037.0,3.0,,,,,,,,,-4.0,,,,,,,,,,
+230,reloadium,reloadware/reloadium,debugging,"ChatGPT, Hot Reloading and Profiling for Python.",,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2023-07-06 12:38:25.000,2023-07-06 12:38:25,48.0,3.0,44.0,25.0,24.0,11.0,93.0,2423.0,2023-05-16 15:59:00.491,1.1.1,40.0,2.0,19,True,,reloadium,,,,,https://pypi.org/project/reloadium,1754.0,1754.0,,,,3.0,2023-01-25 23:37:00.472,,,,,,,,,,,,,,,,,,
+231,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2023-07-04 11:25:43.000,2021-09-18 20:16:24,55.0,,41.0,13.0,8.0,6.0,9.0,769.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,19,False,,py-heat,,,62.0,56.0,https://pypi.org/project/py-heat,3106.0,3106.0,,,,3.0,2018-12-06 03:59:34.000,6.0,,,,,,,,,,,,,,,,,
+232,unimport,hakancelik96/unimport,refactoring,The ultimate linter and formatter for removing unused import statements in your code.,,https://github.com/hakancelikdev/unimport,https://github.com/hakancelikdev/unimport,MIT,2019-09-08 09:49:24.000,2023-07-06 05:53:10.000,2023-07-06 05:37:20,474.0,2.0,21.0,5.0,176.0,11.0,98.0,229.0,2023-07-06 05:42:13.000,0.16.1,31.0,15.0,19,True,hakancelikdev/unimport,unimport,,,,,https://pypi.org/project/unimport,12608.0,12608.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+233,pytest-datadir,gabrielcnr/pytest-datadir,testing,pytest plugin for manipulating test data directories and files.,,https://github.com/gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,2015-07-02 21:41:44.000,2023-06-26 23:11:20.000,2023-06-26 23:11:00,118.0,5.0,18.0,7.0,43.0,5.0,12.0,214.0,,,7.0,10.0,19,False,,pytest-datadir,conda-forge/pytest-datadir,['pytest'],1438.0,1438.0,https://pypi.org/project/pytest-datadir,160623.0,163065.0,https://anaconda.org/conda-forge/pytest-datadir,2023-06-16 13:24:06.959,197834.0,3.0,,,,,,,,,,,,,,,,,,,
+234,flake8-simplify,MartinThoma/flake8-simplify,linters,A flake8 plugin that helps you to simplify code.,,https://github.com/MartinThoma/flake8-simplify,https://github.com/MartinThoma/flake8-simplify,MIT,2020-09-19 16:59:41.000,2023-06-16 19:23:52.988,2023-03-30 10:45:48,131.0,,19.0,5.0,67.0,49.0,71.0,154.0,2023-06-03 10:38:27.145,0.19.3,20.0,13.0,19,True,,flake8-simplify,conda-forge/flake8-simplify,,,,https://pypi.org/project/flake8-simplify,235761.0,236723.0,https://anaconda.org/conda-forge/flake8-simplify,2023-06-16 19:23:52.988,29841.0,3.0,2023-06-03 10:38:27.145,,,,,,,,,,,,,,,,,,
+235,lazydocs,ml-tooling/lazydocs,documentation,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,,https://github.com/ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2023-06-11 00:08:53.000,2023-06-11 00:08:52,155.0,1.0,31.0,7.0,29.0,5.0,23.0,146.0,2021-07-27 09:00:22.000,0.4.8,13.0,10.0,19,True,,lazydocs,,,156.0,156.0,https://pypi.org/project/lazydocs,5872.0,5872.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+236,pip-run,jaraco/pip-run,dependency-managers,pip-run - dynamic dependency loader for Python.,,https://github.com/jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2023-07-05 16:21:21.000,2023-07-05 16:21:20,768.0,64.0,13.0,8.0,17.0,2.0,58.0,85.0,2023-06-27 01:14:03.000,12.1.0,38.0,16.0,19,True,,pip-run,,,,,https://pypi.org/project/pip-run,4413.0,4413.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+237,unify,myint/unify,refactoring,Modifies strings to all use the same quote where possible.,,https://github.com/myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2023-06-16 19:26:39.293,2019-08-07 13:44:00,69.0,,14.0,7.0,10.0,8.0,3.0,82.0,,,1.0,5.0,19,False,,unify,conda-forge/unify,,1191.0,1191.0,https://pypi.org/project/unify,141476.0,141531.0,https://anaconda.org/conda-forge/unify,2023-06-16 19:26:39.293,1388.0,3.0,,,,,,,,,,,,,,,,,,,
+238,mkdocs-git-revision-date-plugin,zhaoterryy/mkdocs-git-revision-date-plugin,documentation,MkDocs plugin for setting revision date from git per markdown file.,,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2023-03-28 19:19:30.000,2022-03-08 14:42:57,26.0,,9.0,5.0,9.0,4.0,9.0,53.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,19,False,,mkdocs-git-revision-date-plugin,,['mkdocs'],1480.0,1448.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,59078.0,59078.0,,,,3.0,2022-03-08 14:42:31.000,32.0,,,,,,,,,,,,,,,,,
+239,fake2db,emirozer/fake2db,testing,create custom test databases that are populated with fake data.,,https://github.com/emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2021-12-15 15:44:18.935,2019-11-25 09:19:00,242.0,,120.0,68.0,29.0,7.0,15.0,2189.0,2021-12-15 15:44:45.608,0.1.0,23.0,18.0,18,False,,fake2db,,,24.0,23.0,https://pypi.org/project/fake2db,198.0,198.0,,,,3.0,2018-02-09 15:43:23.000,1.0,,,,,,,,,,,,,,,,,
+240,pynt,rags/pynt,build-tools,A pynt of Python build.,,https://github.com/rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2022-05-13 18:18:48.000,2019-10-04 19:05:46,128.0,,18.0,11.0,10.0,6.0,13.0,157.0,2018-06-24 06:23:48.000,0.8.2,7.0,10.0,18,False,,pynt,,,143.0,115.0,https://pypi.org/project/pynt,10022.0,10022.0,,,,3.0,2018-06-24 06:23:48.000,28.0,,,,,,,,,,,,,,,,,
+241,autoimport,lyz-code/autoimport,formatters,Autoimport automatically fixes wrong import statements.,,https://github.com/lyz-code/autoimport,https://github.com/lyz-code/autoimport,GPL-3.0,2020-10-16 22:43:09.000,2023-06-27 11:43:28.000,2023-06-27 11:42:10,534.0,2.0,21.0,2.0,201.0,8.0,30.0,71.0,2023-02-08 16:54:01.303,1.3.3,40.0,13.0,18,True,,autoimport,,,115.0,110.0,https://pypi.org/project/autoimport,3347.0,3347.0,,,,3.0,2023-02-08 16:54:01.303,5.0,,,,,,,,,,,,,,,,,
+242,dh-virtualenv,spotify/dh-virtualenv,virtual-envs,Python virtualenvs in Debian packages.,,https://github.com/spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2023-05-18 15:24:11.000,2023-01-03 15:31:24,422.0,,175.0,42.0,154.0,32.0,171.0,1570.0,,,,60.0,17,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+243,add-trailing-comma,asottile/add-trailing-comma,refactoring,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,,https://github.com/asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2023-07-04 12:05:45.000,2023-07-04 12:05:44,437.0,32.0,18.0,7.0,187.0,1.0,50.0,303.0,,,,11.0,17,True,,add-trailing-comma,,,,,https://pypi.org/project/add-trailing-comma,20830.0,20830.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+244,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2023-06-16 19:27:52.015,2023-03-08 16:15:03,84.0,,4.0,10.0,2.0,5.0,12.0,197.0,2023-03-08 16:22:18.671,1.1.0,10.0,3.0,17,True,,cohesion,conda-forge/cohesion,,11.0,,https://pypi.org/project/cohesion,6436.0,6516.0,https://anaconda.org/conda-forge/cohesion,2023-06-16 19:27:52.015,1604.0,3.0,2019-07-10 16:08:05.000,11.0,,,,,,,,,,,,,,,,,
+245,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,,15.0,4.0,13.0,19.0,3.0,103.0,,,,8.0,17,False,,flake8-mypy,,['flake8'],1601.0,1601.0,https://pypi.org/project/flake8-mypy,41751.0,41751.0,,,,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,,6.0,3.0,39.0,3.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,17,False,,mkdocs-versioning,,['mkdocs'],58.0,58.0,https://pypi.org/project/mkdocs-versioning,2120.0,2120.0,,,,3.0,2021-02-11 10:24:35.000,,,,,,,,,,,,,,,,,,
+247,pyenv-installer,pyenv/pyenv-installer,virtual-envs,This tool is used to install `pyenv` and friends.,,https://github.com/pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2023-06-10 12:37:58.000,2023-06-10 12:37:58,149.0,1.0,390.0,74.0,60.0,5.0,71.0,3655.0,,,,39.0,16,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+248,vex,sashahart/vex,virtual-envs,Run a command in the named virtualenv.,,https://github.com/sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-10-30 20:12:27.000,2019-05-10 19:18:48,200.0,,24.0,14.0,24.0,2.0,40.0,372.0,,,,3.0,16,False,,vex,,,28.0,28.0,https://pypi.org/project/vex,448.0,448.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+249,tbvaccine,skorokithakis/tbvaccine,logging,A small utility to pretty-print Python tracebacks.,,https://github.com/skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44,80.0,,12.0,6.0,18.0,7.0,13.0,365.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,16,False,,tbvaccine,,,11.0,11.0,https://pypi.org/project/tbvaccine,1870.0,1870.0,,,,3.0,2018-12-14 18:07:29.000,,,,,,,,,,,,,,,,,,
+250,flakehell,life4/flakehell,linters,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",,https://github.com/life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40,368.0,,30.0,5.0,68.0,,,233.0,2019-12-19 14:20:08.000,.0.3.3,3.0,16.0,16,False,,flakehell,,['flake8'],,,https://pypi.org/project/flakehell,22873.0,22874.0,,,,3.0,,,70.0,,,,,,,,,,,,,,,,
+251,pyformat,myint/pyformat,formatters,Formats Python code to follow a consistent style.,,https://github.com/myint/pyformat,https://github.com/myint/pyformat,,2013-03-24 21:45:30.000,2021-10-29 14:54:42.000,2019-05-24 17:17:56,199.0,,7.0,8.0,6.0,4.0,3.0,93.0,,,,3.0,16,False,,pyformat,,,1805.0,1805.0,https://pypi.org/project/pyformat,30197.0,30197.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+252,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2023-06-17 04:37:59.000,2023-06-17 04:37:59,400.0,1.0,34.0,9.0,68.0,18.0,26.0,222.0,,,,17.0,15,True,,imhotep,,,11.0,11.0,https://pypi.org/project/imhotep,48.0,48.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+253,com2ann,ilevkivskyi/com2ann,refactoring,Tool for translation type comments to type annotations in Python.,,https://github.com/ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2023-06-27 18:24:10.000,2023-04-27 10:41:39,41.0,3.0,10.0,7.0,29.0,7.0,19.0,134.0,,,,5.0,15,True,,com2ann,,,42.0,42.0,https://pypi.org/project/com2ann,16862.0,16862.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+254,bellybutton,hchasestevens/bellybutton,linters,Custom Python linting through AST expressions.,,https://github.com/hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2022-09-20 12:04:08.000,2021-07-15 00:42:02,33.0,,13.0,4.0,21.0,8.0,6.0,258.0,,,,5.0,14,False,,bellybutton,,,39.0,39.0,https://pypi.org/project/bellybutton,3477.0,3477.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+255,pep8ify,spulec/pep8ify,refactoring,A library that modifies python source code to conform to pep8.,,https://github.com/spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38,154.0,,12.0,6.0,7.0,6.0,12.0,117.0,,,,6.0,14,False,,pep8ify,,,46.0,46.0,https://pypi.org/project/pep8ify,179.0,179.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+256,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2022-11-09 08:14:25.000,2022-09-15 18:19:20,395.0,,7.0,5.0,34.0,,3.0,19.0,2021-11-17 16:59:34.000,0.6.18,28.0,5.0,14,True,,universal-build,,,12.0,12.0,https://pypi.org/project/universal-build,363.0,363.0,,,,3.0,,,19.0,,,,,,,,,,,,,,,,
+257,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-01-30 07:52:09.000,2023-01-30 07:50:18,198.0,,5.0,2.0,136.0,1.0,11.0,14.0,2023-01-30 07:57:23.000,3.2.0,8.0,4.0,14,False,,yala,,"['flake8', 'pylint']",49.0,49.0,https://pypi.org/project/yala,955.0,955.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+258,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2022-12-27 14:53:53.000,2022-12-19 19:23:19,95.0,,66.0,18.0,75.0,34.0,30.0,557.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,13,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+259,pycycle,bndr/pycycle,linters,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,,https://github.com/bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2022-01-15 20:44:01.000,2017-02-13 18:07:04,26.0,,20.0,6.0,6.0,15.0,2.0,317.0,,,,2.0,13,False,,pycycle,,,77.0,77.0,https://pypi.org/project/pycycle,4324.0,4324.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+260,freshenv,raiyanyahya/freshenv,virtual-envs,"Provision, share, manage local and cloud developer environments.",,https://github.com/raiyanyahya/freshenv,https://github.com/raiyanyahya/freshenv,MPL-2.0,2021-12-19 21:38:32.000,2023-03-03 20:00:09.000,2022-11-06 20:48:39,188.0,,3.0,2.0,166.0,2.0,3.0,168.0,2022-11-06 21:28:09.190,3.0.2,43.0,3.0,13,True,,freshenv,raiyanyahya/freshenv,,,,https://pypi.org/project/freshenv,327.0,327.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,2022-11-06 21:28:09.190,,,,,,,,,,,,,,,,,,
+261,retype,ambv/retype,refactoring,Re-apply type annotations from .pyi stubs to your codebase.,,https://github.com/ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2023-06-16 16:07:40.909,2022-08-14 07:12:06,109.0,,17.0,5.0,28.0,,15.0,133.0,2022-08-14 07:05:53.000,22.8.0,7.0,9.0,13,True,,retype,conda-forge/retype,,,,https://pypi.org/project/retype,722.0,1073.0,https://anaconda.org/conda-forge/retype,2023-06-16 16:07:40.909,23174.0,3.0,,,,,,,,,,,,,,,,,,,
+262,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,,15.0,6.0,7.0,3.0,5.0,109.0,2020-12-23 02:19:02.000,0.69.1,9.0,8.0,13,False,,massedit,,,,,https://pypi.org/project/massedit,707.0,707.0,,,,3.0,,,21.0,,,,,,,,,,,,,,,,
+263,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2023-06-06 05:02:28.000,2023-06-06 05:02:21,291.0,12.0,2.0,3.0,6.0,6.0,,34.0,2023-04-17 06:15:39.465,0.1.7,19.0,2.0,13,False,,pyship,,,,,https://pypi.org/project/pyship,56.0,56.0,,,,3.0,2021-06-09 04:34:00.000,,,,,,,,,,,,,,,,,,
+264,livepython,agermanidis/livepython,profiling,Visually trace Python code in real-time.,,https://github.com/agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000,2019-01-22 17:39:55.000,2017-11-14 21:27:52,20.0,,168.0,78.0,4.0,11.0,15.0,2537.0,,,,3.0,12,False,,,,,2.0,2.0,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+265,pytest-play,pytest-dev/pytest-play,testing,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,,https://github.com/pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28,382.0,,4.0,9.0,62.0,4.0,25.0,68.0,,,,3.0,11,False,,pytest-play,,['pytest'],,,https://pypi.org/project/pytest-play,141.0,141.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+266,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2023-06-23 23:37:25.000,2022-12-13 04:09:02,54.0,,19.0,20.0,61.0,4.0,1.0,183.0,,,,18.0,10,True,,linty-fresh,,"['flake8', 'mypy']",,,https://pypi.org/project/linty-fresh,34.0,34.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+267,pipenv-pipes,gtalarico/pipenv-pipes,virtual-envs,A PipEnv Environment Switcher.,,https://github.com/gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2022-12-08 02:07:55.000,2019-06-27 03:42:48,285.0,,17.0,5.0,21.0,4.0,10.0,133.0,,,,5.0,10,False,,pipenv-pipes,,,,,https://pypi.org/project/pipenv-pipes,137.0,137.0,,,,3.0,,,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index ea52dc9..d66b8c3 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,19 +2,19 @@
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
-- mypy (π₯46 Β· β 16K Β· π) - Optional static typing for Python. MIT
-- flake8 (π₯37 Β· β 2.9K Β· π) - Flake8 is a wrapper around these tools: PyFlakes;.. βUnlicensed
-- pytest-xdist (π₯36 Β· β 1.2K Β· π) - pytest plugin for distributed testing and loop-on-.. MIT MIT
-- paver (π₯24 Β· β 460 Β· π) - Python-based project scripting. BSD-3
+- freezegun (π₯33 Β· β 3.7K Β· π) - Let your Python tests travel through time. Apache-2
+- buildout (π₯30 Β· β 560 Β· π€) - Buildout is a deployment automation tool written in and.. βοΈZPL-2.1
+- hacking (π₯28 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 BSD-3
+- assertpy (π₯20 Β· β 380 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
## π Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
-- numpydoc (π₯27 Β· β 240 Β· π) - Numpys Sphinx extensions. βUnlicensed βUnlicensed
-- pympler (π₯21 Β· β 1.1K Β· π€) - Development tool to measure, monitor and analyze the memory.. Apache-2
-- pytest-randomly (π₯21 Β· β 520 Β· π) - Pytest plugin to randomly order tests and control random.seed. MIT
-- hacking (π₯19 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 βUnlicensed
+- sphinx (π₯41 Β· β 5.5K Β· π) - The Sphinx documentation generator. βUnlicensed Apache-2
+- beartype (π₯24 Β· β 1.9K Β· π) - Unbearably fast near-real-time runtime type-checking in pure Python. MIT
+- PrettyErrors (π₯19 Β· β 2.6K Β· π) - Prettify Python exception output to make it legible. MIT