From 5f484f506509a69d30aa83d7a5f26559bd9bb9ca Mon Sep 17 00:00:00 2001
From: LukasMasuch
Date: Thu, 12 Aug 2021 14:56:45 +0000
Subject: [PATCH] Update best-of list for version 2021.08.12
---
README.md | 1765 +++++++++++++++----------------
history/2021-08-12_changes.md | 20 +
history/2021-08-12_projects.csv | 255 +++++
latest-changes.md | 18 +-
4 files changed, 1162 insertions(+), 896 deletions(-)
create mode 100644 history/2021-08-12_changes.md
create mode 100644 history/2021-08-12_projects.csv
diff --git a/README.md b/README.md
index 445dcf9..a9103fc 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
-This curated list contains 250 awesome open-source projects with a total of 600K stars grouped into 15 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
+This curated list contains 250 awesome open-source projects with a total of 610K stars grouped into 15 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
---
@@ -77,12 +77,12 @@ This curated list contains 250 awesome open-source projects with a total of 600K
mypy (π₯36 Β· β 11K) - Optional static typing for Python 3 and 2 (PEP 484). MIT
-- [GitHub](https://github.com/python/mypy) (π¨βπ» 480 Β· π 1.8K Β· π¦ 39K Β· π 6.5K - 27% open Β· β±οΈ 15.07.2021):
+- [GitHub](https://github.com/python/mypy) (π¨βπ» 480 Β· π 1.8K Β· π¦ 41K Β· π 6.6K - 27% open Β· β±οΈ 12.08.2021):
```
git clone https://github.com/python/mypy
```
-- [PyPi](https://pypi.org/project/mypy) (π₯ 6.7M / month Β· π¦ 6.1K Β· β±οΈ 22.06.2021):
+- [PyPi](https://pypi.org/project/mypy) (π₯ 6.5M / month Β· π¦ 6.1K Β· β±οΈ 22.06.2021):
```
pip install mypy
```
@@ -93,7 +93,7 @@ This curated list contains 250 awesome open-source projects with a total of 600K
flake8 (π₯36 Β· β 1.4K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
-- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 160 Β· π 180 Β· π¦ 180K Β· π 1.3K - 2% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 160 Β· π 180 Β· π¦ 190K Β· π 1.3K - 2% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/PyCQA/flake8
@@ -102,12 +102,12 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install flake8
```
-- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 2.7M Β· β±οΈ 10.05.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 2.8M Β· β±οΈ 10.05.2021):
```
conda install -c conda-forge flake8
```
-pycodestyle (π₯34 Β· β 4.3K) - Simple Python style checker in one Python file. βοΈSaxpath
+pycodestyle (π₯34 Β· β 4.4K) - Simple Python style checker in one Python file. βοΈSaxpath
- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 120 Β· π 600 Β· π¦ 150K Β· π 650 - 17% open Β· β±οΈ 06.05.2021):
@@ -118,14 +118,14 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install pycodestyle
```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 2.8M Β· β±οΈ 15.03.2021):
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 2.9M Β· β±οΈ 15.03.2021):
```
conda install -c conda-forge pycodestyle
```
-pyflakes (π₯33 Β· β 1K) - A simple program which checks Python source files for errors. MIT
+pyflakes (π₯33 Β· β 1.1K) - A simple program which checks Python source files for errors. MIT
-- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 77 Β· π 150 Β· π¦ 93K Β· π 430 - 19% open Β· β±οΈ 28.05.2021):
+- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 77 Β· π 150 Β· π¦ 96K Β· π 440 - 19% open Β· β±οΈ 28.05.2021):
```
git clone https://github.com/PyCQA/pyflakes
@@ -134,46 +134,46 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install pyflakes
```
-- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 2.7M Β· β±οΈ 24.03.2021):
+- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 2.8M Β· β±οΈ 24.03.2021):
```
conda install -c conda-forge pyflakes
```
-parso (π₯32 Β· β 420) - A Python Parser. MIT
+parso (π₯32 Β· β 430) - A Python Parser. MIT
-- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 40 Β· π 68 Β· π¦ 140K Β· π 100 - 8% open Β· β±οΈ 30.05.2021):
+- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 41 Β· π 71 Β· π¦ 140K Β· π 100 - 7% open Β· β±οΈ 06.08.2021):
```
git clone https://github.com/davidhalter/parso
```
-- [PyPi](https://pypi.org/project/parso) (π₯ 14M / month Β· π¦ 11K Β· β±οΈ 30.03.2021):
+- [PyPi](https://pypi.org/project/parso) (π₯ 16M / month Β· π¦ 11K Β· β±οΈ 30.03.2021):
```
pip install parso
```
-- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 4.4M Β· β±οΈ 31.03.2021):
+- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 4.6M Β· β±οΈ 31.03.2021):
```
conda install -c conda-forge parso
```
-pylint (π₯31 Β· β 3.4K) - It's not just a linter that annoys you!. βοΈGPL-2.0
+pylint (π₯31 Β· β 3.5K) - It's not just a linter that annoys you!. βοΈGPL-2.0
-- [GitHub](https://github.com/PyCQA/pylint) (π¨βπ» 400 Β· π 720 Β· π 3.5K - 20% open Β· β±οΈ 14.07.2021):
+- [GitHub](https://github.com/PyCQA/pylint) (π¨βπ» 410 Β· π 740 Β· π 3.6K - 20% open Β· β±οΈ 12.08.2021):
```
git clone https://github.com/PyCQA/pylint
```
-- [PyPi](https://pypi.org/project/pylint) (π₯ 14M / month Β· π¦ 38K Β· β±οΈ 01.07.2021):
+- [PyPi](https://pypi.org/project/pylint) (π₯ 12M / month Β· π¦ 38K Β· β±οΈ 28.07.2021):
```
pip install pylint
```
-- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 2M Β· β±οΈ 01.07.2021):
+- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 2.1M Β· β±οΈ 28.07.2021):
```
conda install -c conda-forge pylint
```
-pydocstyle (π₯30 Β· β 790) - docstring style checker. MIT
+pydocstyle (π₯30 Β· β 800) - docstring style checker. MIT
-- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 72 Β· π 150 Β· π₯ 56 Β· π¦ 18K Β· π 270 - 27% open Β· β±οΈ 17.05.2021):
+- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 72 Β· π 150 Β· π₯ 56 Β· π¦ 18K Β· π 270 - 27% open Β· β±οΈ 12.08.2021):
```
git clone https://github.com/PyCQA/pydocstyle
@@ -182,47 +182,35 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install pydocstyle
```
-- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 390K Β· β±οΈ 18.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 400K Β· β±οΈ 18.05.2021):
```
conda install -c conda-forge pydocstyle
```
-pyre-check (π₯29 Β· β 5.5K) - Performant type-checking for python. MIT
+wemake-python-styleguide (π₯29 Β· β 1.6K) - The strictest and most opinionated python linter ever!. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 160 Β· π 320 Β· π 260 - 24% open Β· β±οΈ 14.07.2021):
-
- ```
- git clone https://github.com/facebook/pyre-check
- ```
-- [PyPi](https://pypi.org/project/pyre-check) (π₯ 20K / month Β· π¦ 46 Β· β±οΈ 14.05.2021):
- ```
- pip install pyre-check
- ```
-
-wemake-python-styleguide (π₯29 Β· β 1.5K) - The strictest and most opinionated python linter ever!. MIT
-
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 140 Β· π 280 Β· π¦ 470 Β· π 960 - 8% open Β· β±οΈ 15.07.2021):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 150 Β· π 280 Β· π¦ 550 Β· π 960 - 8% open Β· β±οΈ 10.08.2021):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 78K / month Β· π¦ 14 Β· β±οΈ 21.06.2021):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 69K / month Β· π¦ 14 Β· β±οΈ 21.06.2021):
```
pip install wemake-python-styleguide
```
-flake8-bugbear (π₯29 Β· β 560) - A plugin for Flake8 finding likely bugs and design problems.. MIT
+flake8-bugbear (π₯29 Β· β 570) - A plugin for Flake8 finding likely bugs and design problems.. MIT
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 37 Β· π 42 Β· π¦ 4.2K Β· π 93 - 43% open Β· β±οΈ 01.04.2021):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 38 Β· π 45 Β· π¦ 4.5K Β· π 96 - 43% open Β· β±οΈ 11.08.2021):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 780K / month Β· π¦ 1K Β· β±οΈ 01.04.2021):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 990K / month Β· π¦ 1K Β· β±οΈ 01.04.2021):
```
pip install flake8-bugbear
```
-- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 340K Β· β±οΈ 02.04.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 370K Β· β±οΈ 02.04.2021):
```
conda install -c conda-forge flake8-bugbear
```
@@ -234,58 +222,82 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/openstack/hacking
```
-- [PyPi](https://pypi.org/project/hacking) (π₯ 210K / month Β· π¦ 8.7K Β· β±οΈ 21.04.2021):
+- [PyPi](https://pypi.org/project/hacking) (π₯ 170K / month Β· π¦ 8.7K Β· β±οΈ 21.04.2021):
```
pip install hacking
```
-pytype (π₯28 Β· β 3.3K) - A static type analyzer for Python code. Apache-2
+pytype (π₯28 Β· β 3.4K) - A static type analyzer for Python code. Apache-2
-- [GitHub](https://github.com/google/pytype) (π¨βπ» 63 Β· π 190 Β· π 430 - 22% open Β· β±οΈ 10.07.2021):
+- [GitHub](https://github.com/google/pytype) (π¨βπ» 63 Β· π 200 Β· π 430 - 21% open Β· β±οΈ 11.08.2021):
```
git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/pytype) (π₯ 110K / month Β· π¦ 88 Β· β±οΈ 17.06.2021):
+- [PyPi](https://pypi.org/project/pytype) (π₯ 98K / month Β· π¦ 88 Β· β±οΈ 12.08.2021):
```
pip install pytype
```
-- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 54K Β· β±οΈ 13.10.2020):
+- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 57K Β· β±οΈ 13.10.2020):
```
conda install -c conda-forge pytype
```
-coala (π₯27 Β· β 3.2K) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
-
-- [GitHub](https://github.com/coala/coala) (π¨βπ» 480 Β· π 1.4K Β· π₯ 140 Β· π¦ 10 Β· π 3.2K - 26% open Β· β±οΈ 11.06.2021):
-
- ```
- git clone https://github.com/coala/coala
- ```
-- [PyPi](https://pypi.org/project/coala-bears) (π₯ 3.8K / month Β· π¦ 210 Β· β±οΈ 10.11.2017):
- ```
- pip install coala-bears
- ```
-
-pylint-django (π₯27 Β· β 470) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0
+pylint-django (π₯28 Β· β 470) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0
- [GitHub](https://github.com/PyCQA/pylint-django) (π¨βπ» 58 Β· π 100 Β· π₯ 200 Β· π¦ 14K Β· π 180 - 15% open Β· β±οΈ 26.04.2021):
```
git clone https://github.com/PyCQA/pylint-django
```
-- [PyPi](https://pypi.org/project/pylint-django) (π₯ 580K / month Β· π¦ 2.2K Β· β±οΈ 09.04.2021):
+- [PyPi](https://pypi.org/project/pylint-django) (π₯ 600K / month Β· π¦ 2.2K Β· β±οΈ 09.04.2021):
```
pip install pylint-django
```
-- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 82K Β· β±οΈ 12.01.2021):
+- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 84K Β· β±οΈ 12.01.2021):
```
conda install -c conda-forge pylint-django
```
-darglint (π₯26 Β· β 330) - A python documentation linter which checks that the docstring description.. MIT
+coala (π₯27 Β· β 3.2K) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
-- [GitHub](https://github.com/terrencepreilly/darglint) (π¨βπ» 21 Β· π 26 Β· π¦ 610 Β· π 130 - 28% open Β· β±οΈ 04.04.2021):
+- [GitHub](https://github.com/coala/coala) (π¨βπ» 480 Β· π 1.4K Β· π₯ 150 Β· π¦ 10 Β· π 3.2K - 26% open Β· β±οΈ 11.06.2021):
+
+ ```
+ git clone https://github.com/coala/coala
+ ```
+- [PyPi](https://pypi.org/project/coala-bears) (π₯ 7.8K / month Β· π¦ 210 Β· β±οΈ 10.11.2017):
+ ```
+ pip install coala-bears
+ ```
+
+pyright (π₯25 Β· β 7K) - Static type checker for Python. MIT
+
+- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 57 Β· π 350 Β· π¦ 100 Β· π 1.8K - 0% open Β· β±οΈ 11.08.2021):
+
+ ```
+ git clone https://github.com/Microsoft/pyright
+ ```
+- [NPM](https://www.npmjs.com/package/pyright) (π₯ 99K / month Β· π¦ 4 Β· β±οΈ 10.08.2021):
+ ```
+ npm install pyright
+ ```
+
+pyre-check (π₯25 Β· β 5.5K Β· π) - Performant type-checking for python. MIT
+
+- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 170 Β· π 330 Β· π 270 - 24% open Β· β±οΈ 12.08.2021):
+
+ ```
+ git clone https://github.com/facebook/pyre-check
+ ```
+- [PyPi](https://pypi.org/project/pyre-check) (π₯ 21K / month Β· π¦ 46 Β· β±οΈ 14.05.2021):
+ ```
+ pip install pyre-check
+ ```
+
+darglint (π₯25 Β· β 330) - A python documentation linter which checks that the docstring description.. MIT
+
+- [GitHub](https://github.com/terrencepreilly/darglint) (π¨βπ» 21 Β· π 26 Β· π¦ 710 Β· π 130 - 31% open Β· β±οΈ 04.04.2021):
```
git clone https://github.com/terrencepreilly/darglint
@@ -294,54 +306,30 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install darglint
```
-- [Conda](https://anaconda.org/conda-forge/darglint) (π₯ 14K Β· β±οΈ 05.04.2021):
+- [Conda](https://anaconda.org/conda-forge/darglint) (π₯ 17K Β· β±οΈ 05.04.2021):
```
conda install -c conda-forge darglint
```
-pyright (π₯25 Β· β 6.9K) - Static type checker for Python. MIT
+check-manifest (π₯25 Β· β 240) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
-- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 57 Β· π 350 Β· π¦ 94 Β· π 1.7K - 0% open Β· β±οΈ 15.07.2021):
-
- ```
- git clone https://github.com/Microsoft/pyright
- ```
-- [NPM](https://www.npmjs.com/package/pyright) (π₯ 91K / month Β· π¦ 4 Β· β±οΈ 11.07.2021):
- ```
- npm install pyright
- ```
-
-mypy-protobuf (π₯25 Β· β 370) - open source tools to generate mypy stubs from protobufs. Apache-2
-
-- [GitHub](https://github.com/dropbox/mypy-protobuf) (π¨βπ» 27 Β· π 56 Β· π¦ 250 Β· π 80 - 18% open Β· β±οΈ 15.07.2021):
-
- ```
- git clone https://github.com/dropbox/mypy-protobuf
- ```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 490K / month Β· π¦ 24 Β· β±οΈ 10.07.2021):
- ```
- pip install mypy-protobuf
- ```
-
-check-manifest (π₯25 Β· β 230) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
-
-- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 19 Β· π 30 Β· π¦ 6.1K Β· π 86 - 17% open Β· β±οΈ 13.06.2021):
+- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 19 Β· π 30 Β· π¦ 6.5K Β· π 86 - 17% open Β· β±οΈ 13.06.2021):
```
git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/check-manifest) (π₯ 190K / month Β· π¦ 1.8K Β· β±οΈ 04.01.2021):
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 180K / month Β· π¦ 1.8K Β· β±οΈ 04.01.2021):
```
pip install check-manifest
```
-- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 29K Β· β±οΈ 04.01.2021):
+- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 30K Β· β±οΈ 04.01.2021):
```
conda install -c conda-forge check-manifest
```
flake8-isort (π₯25 Β· β 110 Β· π€) - flake8 plugin that integrates isort. βοΈGPL-2.0
-- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 28 Β· π 35 Β· π¦ 3.1K Β· π 46 - 19% open Β· β±οΈ 11.08.2020):
+- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 28 Β· π 35 Β· π¦ 3.3K Β· π 46 - 19% open Β· β±οΈ 11.08.2020):
```
git clone https://github.com/gforcada/flake8-isort
@@ -350,7 +338,7 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install flake8-isort
```
-- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 12K Β· β±οΈ 09.06.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 13K Β· β±οΈ 09.06.2021):
```
conda install -c conda-forge flake8-isort
```
@@ -362,7 +350,7 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/PyCQA/flake8-import-order
```
-- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 330K / month Β· π¦ 1.9K Β· β±οΈ 04.03.2019):
+- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 300K / month Β· π¦ 1.9K Β· β±οΈ 04.03.2019):
```
pip install flake8-import-order
```
@@ -371,18 +359,18 @@ This curated list contains 250 awesome open-source projects with a total of 600K
conda install -c conda-forge flake8-import-order
```
-flake8-comprehensions (π₯23 Β· β 280) - A flake8 plugin to help you write better.. MIT
+flake8-comprehensions (π₯23 Β· β 290) - A flake8 plugin to help you write better.. MIT
-- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 10 Β· π 13 Β· π 37 - 18% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 10 Β· π 13 Β· π 37 - 18% open Β· β±οΈ 10.08.2021):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 510K / month Β· π¦ 710 Β· β±οΈ 10.05.2021):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 550K / month Β· π¦ 710 Β· β±οΈ 10.05.2021):
```
pip install flake8-comprehensions
```
-- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 370K Β· β±οΈ 10.05.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 390K Β· β±οΈ 10.05.2021):
```
conda install -c conda-forge flake8-comprehensions
```
@@ -394,47 +382,71 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 200K / month Β· π¦ 72 Β· β±οΈ 22.06.2021):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 210K / month Β· π¦ 72 Β· β±οΈ 22.06.2021):
```
pip install flake8-eradicate
```
-data-science-types (π₯23 Β· β 180) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
+flake8-black (π₯23 Β· β 93) - flake8 plugin to run black for checking Python coding style. MIT
-- [GitHub](https://github.com/predictive-analytics-lab/data-science-types) (π¨βπ» 44 Β· π 57 Β· π¦ 100 Β· π 62 - 62% open Β· β±οΈ 16.02.2021):
-
- ```
- git clone https://github.com/predictive-analytics-lab/data-science-types
- ```
-- [PyPi](https://pypi.org/project/data-science-types) (π₯ 31K / month Β· β±οΈ 16.02.2021):
- ```
- pip install data-science-types
- ```
-
-flake8-black (π₯22 Β· β 91) - flake8 plugin to run black for checking Python coding style. MIT
-
-- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 4 Β· π 7 Β· π¦ 960 Β· π 18 - 22% open Β· β±οΈ 15.04.2021):
+- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 4 Β· π 8 Β· π¦ 1.1K Β· π 21 - 33% open Β· β±οΈ 16.07.2021):
```
git clone https://github.com/peterjc/flake8-black
```
-- [PyPi](https://pypi.org/project/flake8-black) (π₯ 180K / month Β· π¦ 36 Β· β±οΈ 25.07.2020):
+- [PyPi](https://pypi.org/project/flake8-black) (π₯ 190K / month Β· π¦ 36 Β· β±οΈ 16.07.2021):
```
pip install flake8-black
```
-- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 120K Β· β±οΈ 25.07.2020):
+- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 130K Β· β±οΈ 17.07.2021):
```
conda install -c conda-forge flake8-black
```
+data-science-types (π₯22 Β· β 180) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
+
+- [GitHub](https://github.com/predictive-analytics-lab/data-science-types) (π¨βπ» 44 Β· π 57 Β· π¦ 110 Β· π 62 - 62% open Β· β±οΈ 16.02.2021):
+
+ ```
+ git clone https://github.com/predictive-analytics-lab/data-science-types
+ ```
+- [PyPi](https://pypi.org/project/data-science-types) (π₯ 59K / month Β· β±οΈ 16.02.2021):
+ ```
+ pip install data-science-types
+ ```
+
+mypy-protobuf (π₯21 Β· β 370 Β· π) - open source tools to generate mypy stubs from protobufs. Apache-2
+
+- [GitHub](https://github.com/dropbox/mypy-protobuf) (π¨βπ» 27 Β· π 57 Β· π 85 - 7% open Β· β±οΈ 11.08.2021):
+
+ ```
+ git clone https://github.com/dropbox/mypy-protobuf
+ ```
+- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 580K / month Β· π¦ 24 Β· β±οΈ 31.07.2021):
+ ```
+ pip install mypy-protobuf
+ ```
+
+Fixit (π₯21 Β· β 270) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT
+
+- [GitHub](https://github.com/Instagram/Fixit) (π¨βπ» 27 Β· π 38 Β· π¦ 8 Β· π 57 - 56% open Β· β±οΈ 05.08.2021):
+
+ ```
+ git clone https://github.com/Instagram/Fixit
+ ```
+- [PyPi](https://pypi.org/project/fixit) (π₯ 1.4K / month Β· β±οΈ 30.07.2021):
+ ```
+ pip install fixit
+ ```
+
flake8-builtins (π₯21 Β· β 68) - Check for python builtins being used as variables or.. βοΈGPL-2.0
-- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 14 Β· π 16 Β· π¦ 2.3K Β· π 33 - 6% open Β· β±οΈ 14.04.2021):
+- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 14 Β· π 16 Β· π¦ 2.4K Β· π 33 - 6% open Β· β±οΈ 14.04.2021):
```
git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 330K / month Β· π¦ 510 Β· β±οΈ 14.05.2020):
+- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 390K / month Β· π¦ 510 Β· β±οΈ 14.05.2020):
```
pip install flake8-builtins
```
@@ -443,21 +455,9 @@ This curated list contains 250 awesome open-source projects with a total of 600K
conda install -c conda-forge flake8-builtins
```
-Fixit (π₯20 Β· β 250) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT
-
-- [GitHub](https://github.com/Instagram/Fixit) (π¨βπ» 25 Β· π 37 Β· π¦ 7 Β· π 59 - 57% open Β· β±οΈ 02.06.2021):
-
- ```
- git clone https://github.com/Instagram/Fixit
- ```
-- [PyPi](https://pypi.org/project/fixit) (π₯ 1.8K / month Β· β±οΈ 11.12.2020):
- ```
- pip install fixit
- ```
-
pylint-flask (π₯20 Β· β 58) - A Pylint plugin to analyze Flask applications. βοΈGPL-2.0
-- [GitHub](https://github.com/jschaf/pylint-flask) (π¨βπ» 7 Β· π 9 Β· π¦ 5.1K Β· π 9 - 44% open Β· β±οΈ 10.03.2021):
+- [GitHub](https://github.com/jschaf/pylint-flask) (π¨βπ» 7 Β· π 9 Β· π¦ 5.2K Β· π 9 - 44% open Β· β±οΈ 10.03.2021):
```
git clone https://github.com/jschaf/pylint-flask
@@ -466,35 +466,23 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install pylint-flask
```
-- [Conda](https://anaconda.org/conda-forge/pylint-flask) (π₯ 50K Β· β±οΈ 02.02.2019):
+- [Conda](https://anaconda.org/conda-forge/pylint-flask) (π₯ 51K Β· β±οΈ 02.02.2019):
```
conda install -c conda-forge pylint-flask
```
-flakehell (π₯19 Β· β 220) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
+flakehell (π₯19 Β· β 220 Β· π€) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
- [GitHub](https://github.com/life4/flakehell) (π¨βπ» 15 Β· π 33 Β· π₯ 57 Β· β±οΈ 11.01.2021):
```
git clone https://github.com/life4/flakehell
```
-- [PyPi](https://pypi.org/project/flakehell) (π₯ 62K / month Β· β±οΈ 11.01.2021):
+- [PyPi](https://pypi.org/project/flakehell) (π₯ 160K / month Β· β±οΈ 11.01.2021):
```
pip install flakehell
```
-nitpick (π₯19 Β· β 160) - Enforce the same settings on multiple projects. MIT
-
-- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 10 Β· π 10 Β· π₯ 3 Β· π 84 - 35% open Β· β±οΈ 11.07.2021):
-
- ```
- git clone https://github.com/andreoliwa/nitpick
- ```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 8.7K / month Β· β±οΈ 16.03.2021):
- ```
- pip install nitpick
- ```
-
flake8-bandit (π₯19 Β· β 62 Β· π€) - Automated security testing using bandit and flake8. MIT
- [GitHub](https://github.com/tylerwince/flake8-bandit) (π¨βπ» 5 Β· π 15 Β· π 11 - 27% open Β· β±οΈ 29.08.2020):
@@ -502,51 +490,63 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/tylerwince/flake8-bandit
```
-- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 210K / month Β· π¦ 160 Β· β±οΈ 08.10.2019):
+- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 250K / month Β· π¦ 160 Β· β±οΈ 08.10.2019):
```
pip install flake8-bandit
```
-pandas-vet (π₯18 Β· β 95) - A plugin for Flake8 that checks pandas code. MIT
+nitpick (π₯18 Β· β 170) - Enforce the same settings on multiple projects. MIT
-- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 10 Β· π 14 Β· π₯ 38 Β· π¦ 47 Β· π 49 - 42% open Β· β±οΈ 03.03.2021):
+- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 10 Β· π 10 Β· π₯ 4 Β· π 88 - 37% open Β· β±οΈ 29.07.2021):
+
+ ```
+ git clone https://github.com/andreoliwa/nitpick
+ ```
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 7.3K / month Β· β±οΈ 20.07.2021):
+ ```
+ pip install nitpick
+ ```
+
+pandas-vet (π₯18 Β· β 100) - A plugin for Flake8 that checks pandas code. MIT
+
+- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 10 Β· π 14 Β· π₯ 38 Β· π¦ 47 Β· π 50 - 42% open Β· β±οΈ 03.03.2021):
```
git clone https://github.com/deppen8/pandas-vet
```
-- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 4.8K / month Β· β±οΈ 01.02.2020):
+- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 5.6K / month Β· β±οΈ 01.02.2020):
```
pip install pandas-vet
```
-- [Conda](https://anaconda.org/conda-forge/pandas-vet) (π₯ 6.8K Β· β±οΈ 01.02.2020):
+- [Conda](https://anaconda.org/conda-forge/pandas-vet) (π₯ 7K Β· β±οΈ 01.02.2020):
```
conda install -c conda-forge pandas-vet
```
-beartype (π₯17 Β· β 320) - Unbearably fast O(1) runtime type-checking in pure Python. MIT
+beartype (π₯17 Β· β 340) - Unbearably fast O(1) runtime type-checking in pure Python. MIT
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 6 Β· π 8 Β· π 29 - 10% open Β· β±οΈ 14.07.2021):
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 6 Β· π 8 Β· π 32 - 12% open Β· β±οΈ 12.08.2021):
```
git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 8.3K / month Β· β±οΈ 30.06.2021):
+- [PyPi](https://pypi.org/project/beartype) (π₯ 10K / month Β· β±οΈ 30.06.2021):
```
pip install beartype
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 5K Β· β±οΈ 30.06.2021):
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 5.8K Β· β±οΈ 30.06.2021):
```
conda install -c conda-forge beartype
```
bellybutton (π₯17 Β· β 220) - Custom Python linting through AST expressions. MIT
-- [GitHub](https://github.com/hchasestevens/bellybutton) (π¨βπ» 5 Β· π 10 Β· π¦ 5 Β· π 13 - 53% open Β· β±οΈ 15.07.2021):
+- [GitHub](https://github.com/hchasestevens/bellybutton) (π¨βπ» 5 Β· π 10 Β· π¦ 6 Β· π 13 - 53% open Β· β±οΈ 15.07.2021):
```
git clone https://github.com/hchasestevens/bellybutton
```
-- [PyPi](https://pypi.org/project/bellybutton) (π₯ 5.2K / month Β· β±οΈ 27.11.2020):
+- [PyPi](https://pypi.org/project/bellybutton) (π₯ 4.3K / month Β· β±οΈ 27.11.2020):
```
pip install bellybutton
```
@@ -558,21 +558,21 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/lyft/linty_fresh
```
-- [PyPi](https://pypi.org/project/linty-fresh) (π₯ 71 / month Β· β±οΈ 12.12.2018):
+- [PyPi](https://pypi.org/project/linty-fresh) (π₯ 65 / month Β· β±οΈ 12.12.2018):
```
pip install linty-fresh
```
Show 8 hidden projects...
-- pep8-naming (π₯28 Β· β 320) - Naming Convention checker for Python. βοΈSaxpath
+- pep8-naming (π₯28 Β· β 330) - Naming Convention checker for Python. βοΈSaxpath
- flake8-quotes (π₯25 Β· β 130 Β· π) - Flake8 extension for checking quotes in python. MIT
-- pylama (π₯24 Β· β 790 Β· π) - Code audit tool for python. βοΈLGPL-3.0
-- flake8-commas (π₯22 Β· β 120 Β· π) - Flake8 extension for enforcing trailing commas in python. MIT
+- pylama (π₯24 Β· β 800 Β· π) - Code audit tool for python. βοΈLGPL-3.0
+- flake8-commas (π₯23 Β· β 120 Β· π) - Flake8 extension for enforcing trailing commas in python. MIT
- flake8-mypy (π₯20 Β· β 100 Β· π) - A plugin for flake8 integrating Mypy. MIT
- pycycle (π₯18 Β· β 290 Β· π) - Tool for pinpointing circular imports in Python. Find cyclic imports.. MIT
- imhotep (π₯18 Β· β 220 Β· π) - A static-analysis bot for Github. MIT
-- yala (π₯17 Β· β 11) - Yet Another Linter Aggregator. MIT
+- yala (π₯18 Β· β 11) - Yet Another Linter Aggregator. MIT
@@ -580,57 +580,57 @@ This curated list contains 250 awesome open-source projects with a total of 600K
-autopep8 (π₯34 Β· β 3.8K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
+black (π₯34 Β· β 22K Β· π) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 50 Β· π 240 Β· π¦ 82K Β· π 420 - 20% open Β· β±οΈ 30.04.2021):
-
- ```
- git clone https://github.com/hhatto/autopep8
- ```
-- [PyPi](https://pypi.org/project/autopep8) (π₯ 2M / month Β· π¦ 10K Β· β±οΈ 30.04.2021):
- ```
- pip install autopep8
- ```
-- [Conda](https://anaconda.org/conda-forge/autopep8) (π₯ 490K Β· β±οΈ 30.04.2021):
- ```
- conda install -c conda-forge autopep8
- ```
-
-black (π₯33 Β· β 22K) - The uncompromising Python code formatter. MIT
-
-- [GitHub](https://github.com/psf/black) (π¨βπ» 260 Β· π 1.4K Β· π₯ 15K Β· π¦ 68K Β· π 1.6K - 18% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/psf/black) (π¨βπ» 260 Β· π 1.4K Β· π₯ 15K Β· π¦ 74K Β· π 1.6K - 18% open Β· β±οΈ 12.08.2021):
```
git clone https://github.com/psf/black
```
-- [PyPi](https://pypi.org/project/black) (π₯ 7.6M / month Β· π¦ 6.2K Β· β±οΈ 10.06.2021):
+- [PyPi](https://pypi.org/project/black) (π₯ 7.7M / month Β· π¦ 6.2K Β· β±οΈ 16.07.2021):
```
pip install black
```
-- [Conda](https://anaconda.org/conda-forge/black) (π₯ 1.8M Β· β±οΈ 01.06.2021):
+- [Conda](https://anaconda.org/conda-forge/black) (π₯ 1.9M Β· β±οΈ 16.07.2021):
```
conda install -c conda-forge black
```
-isort (π₯33 Β· β 4K) - A Python utility / library to sort imports. MIT
+autopep8 (π₯34 Β· β 3.9K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
-- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 240 Β· π 410 Β· π¦ 180K Β· π 980 - 2% open Β· β±οΈ 15.07.2021):
+- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 50 Β· π 240 Β· π¦ 85K Β· π 420 - 21% open Β· β±οΈ 30.04.2021):
+
+ ```
+ git clone https://github.com/hhatto/autopep8
+ ```
+- [PyPi](https://pypi.org/project/autopep8) (π₯ 2.1M / month Β· π¦ 10K Β· β±οΈ 30.04.2021):
+ ```
+ pip install autopep8
+ ```
+- [Conda](https://anaconda.org/conda-forge/autopep8) (π₯ 510K Β· β±οΈ 30.04.2021):
+ ```
+ conda install -c conda-forge autopep8
+ ```
+
+isort (π₯33 Β· β 4.1K) - A Python utility / library to sort imports. MIT
+
+- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 240 Β· π 410 Β· π¦ 190K Β· π 1K - 2% open Β· β±οΈ 12.08.2021):
```
git clone https://github.com/PyCQA/isort
```
-- [PyPi](https://pypi.org/project/isort) (π₯ 20M / month Β· π¦ 24K Β· β±οΈ 08.07.2021):
+- [PyPi](https://pypi.org/project/isort) (π₯ 18M / month Β· π¦ 24K Β· β±οΈ 29.07.2021):
```
pip install isort
```
-- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 2.1M Β· β±οΈ 08.07.2021):
+- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 2.2M Β· β±οΈ 29.07.2021):
```
conda install -c conda-forge isort
```
yapf (π₯30 Β· β 12K) - A formatter for Python files. Apache-2
-- [GitHub](https://github.com/google/yapf) (π¨βπ» 130 Β· π 790 Β· π¦ 22K Β· π 690 - 45% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/google/yapf) (π¨βπ» 130 Β· π 790 Β· π¦ 23K Β· π 700 - 45% open Β· β±οΈ 19.07.2021):
```
git clone https://github.com/google/yapf
@@ -639,19 +639,19 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install yapf
```
-- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 700K Β· β±οΈ 19.04.2021):
+- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 740K Β· β±οΈ 19.04.2021):
```
conda install -c conda-forge yapf
```
docformatter (π₯24 Β· β 220 Β· π€) - Formats docstrings to follow PEP 257. MIT
-- [GitHub](https://github.com/myint/docformatter) (π¨βπ» 15 Β· π 31 Β· π¦ 650 Β· π 49 - 55% open Β· β±οΈ 27.12.2020):
+- [GitHub](https://github.com/myint/docformatter) (π¨βπ» 15 Β· π 31 Β· π¦ 680 Β· π 49 - 55% open Β· β±οΈ 27.12.2020):
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (π₯ 63K / month Β· π¦ 110 Β· β±οΈ 27.12.2020):
+- [PyPi](https://pypi.org/project/docformatter) (π₯ 69K / month Β· π¦ 110 Β· β±οΈ 27.12.2020):
```
pip install docformatter
```
@@ -668,39 +668,39 @@ This curated list contains 250 awesome open-source projects with a total of 600K
jedi (π₯35 Β· β 4.9K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
-- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 140 Β· π 440 Β· π¦ 140K Β· π 1.2K - 2% open Β· β±οΈ 05.05.2021):
+- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 140 Β· π 440 Β· π¦ 150K Β· π 1.2K - 2% open Β· β±οΈ 25.07.2021):
```
git clone https://github.com/davidhalter/jedi
```
-- [PyPi](https://pypi.org/project/jedi) (π₯ 14M / month Β· π¦ 16K Β· β±οΈ 25.12.2020):
+- [PyPi](https://pypi.org/project/jedi) (π₯ 16M / month Β· π¦ 16K Β· β±οΈ 25.12.2020):
```
pip install jedi
```
-- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 5.5M Β· β±οΈ 29.06.2021):
+- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 5.7M Β· β±οΈ 29.06.2021):
```
conda install -c conda-forge jedi
```
-rope (π₯30 Β· β 1.2K) - a python refactoring library. βοΈLGPL-3.0
+rope (π₯29 Β· β 1.2K) - a python refactoring library. βοΈLGPL-3.0
-- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 63 Β· π 140 Β· π¦ 30K Β· π 190 - 37% open Β· β±οΈ 20.05.2021):
+- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 64 Β· π 140 Β· π¦ 31K Β· π 190 - 38% open Β· β±οΈ 10.08.2021):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (π₯ 450K / month Β· π¦ 2.9K Β· β±οΈ 07.10.2020):
+- [PyPi](https://pypi.org/project/rope) (π₯ 390K / month Β· π¦ 2.9K Β· β±οΈ 07.10.2020):
```
pip install rope
```
-- [Conda](https://anaconda.org/conda-forge/rope) (π₯ 550K Β· β±οΈ 30.05.2021):
+- [Conda](https://anaconda.org/conda-forge/rope) (π₯ 560K Β· β±οΈ 30.05.2021):
```
conda install -c conda-forge rope
```
vulture (π₯26 Β· β 1.8K) - Find dead Python code. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 28 Β· π 81 Β· π¦ 1K Β· π 150 - 8% open Β· β±οΈ 04.06.2021):
+- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 28 Β· π 83 Β· π¦ 1.1K Β· π 150 - 8% open Β· β±οΈ 04.06.2021):
```
git clone https://github.com/jendrikseipp/vulture
@@ -709,119 +709,119 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install vulture
```
-- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 45K Β· β±οΈ 11.08.2020):
+- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 47K Β· β±οΈ 11.08.2020):
```
conda install -c conda-forge vulture
```
-autoflake (π₯26 Β· β 400 Β· π€) - Removes unused imports and unused variables as reported by pyflakes. MIT
+autoflake (π₯26 Β· β 410 Β· π€) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/myint/autoflake) (π¨βπ» 17 Β· π 45 Β· π¦ 2.5K Β· π 66 - 50% open Β· β±οΈ 27.12.2020):
+- [GitHub](https://github.com/myint/autoflake) (π¨βπ» 17 Β· π 46 Β· π¦ 2.6K Β· π 66 - 50% open Β· β±οΈ 27.12.2020):
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (π₯ 670K / month Β· π¦ 580 Β· β±οΈ 04.08.2019):
+- [PyPi](https://pypi.org/project/autoflake) (π₯ 500K / month Β· π¦ 580 Β· β±οΈ 04.08.2019):
```
pip install autoflake
```
-- [Conda](https://anaconda.org/conda-forge/autoflake) (π₯ 140K Β· β±οΈ 26.05.2021):
+- [Conda](https://anaconda.org/conda-forge/autoflake) (π₯ 160K Β· β±οΈ 26.05.2021):
```
conda install -c conda-forge autoflake
```
-MonkeyType (π₯23 Β· β 3.4K) - A system for Python that generates static type annotations by.. BSD-3
+MonkeyType (π₯23 Β· β 3.5K) - A system for Python that generates static type annotations by.. BSD-3
- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 37 Β· π 130 Β· π¦ 130 Β· π 150 - 25% open Β· β±οΈ 06.07.2021):
```
git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/monkeytype) (π₯ 33K / month Β· π¦ 34 Β· β±οΈ 21.05.2021):
+- [PyPi](https://pypi.org/project/monkeytype) (π₯ 30K / month Β· π¦ 34 Β· β±οΈ 21.05.2021):
```
pip install monkeytype
```
-- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 34K Β· β±οΈ 22.05.2021):
+- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 35K Β· β±οΈ 22.05.2021):
```
conda install -c conda-forge monkeytype
```
-pyupgrade (π₯23 Β· β 1K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
-
-- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 18 Β· π 71 Β· π 200 - 6% open Β· β±οΈ 10.07.2021):
-
- ```
- git clone https://github.com/asottile/pyupgrade
- ```
-- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 150K / month Β· π¦ 10 Β· β±οΈ 10.07.2021):
- ```
- pip install pyupgrade
- ```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 230K Β· β±οΈ 10.07.2021):
- ```
- conda install -c conda-forge pyupgrade
- ```
-
-Bowler (π₯22 Β· β 1.3K) - Safe code refactoring for modern Python. MIT
+Bowler (π₯22 Β· β 1.3K) - Safe code refactoring for modern Python. MIT
- [GitHub](https://github.com/facebookincubator/Bowler) (π¨βπ» 26 Β· π 85 Β· π 80 - 57% open Β· β±οΈ 21.02.2021):
```
git clone https://github.com/facebookincubator/Bowler
```
-- [PyPi](https://pypi.org/project/bowler) (π₯ 33K / month Β· π¦ 10 Β· β±οΈ 17.09.2020):
+- [PyPi](https://pypi.org/project/bowler) (π₯ 46K / month Β· π¦ 10 Β· β±οΈ 17.09.2020):
```
pip install bowler
```
-- [Conda](https://anaconda.org/conda-forge/bowler) (π₯ 9.9K Β· β±οΈ 12.06.2019):
+- [Conda](https://anaconda.org/conda-forge/bowler) (π₯ 10K Β· β±οΈ 12.06.2019):
```
conda install -c conda-forge bowler
```
pyannotate (π₯21 Β· β 1.2K) - Auto-generate PEP-484 annotations. Apache-2
-- [GitHub](https://github.com/dropbox/pyannotate) (π¨βπ» 16 Β· π 47 Β· π¦ 63 Β· π 59 - 44% open Β· β±οΈ 19.03.2021):
+- [GitHub](https://github.com/dropbox/pyannotate) (π¨βπ» 16 Β· π 49 Β· π¦ 63 Β· π 59 - 44% open Β· β±οΈ 19.03.2021):
```
git clone https://github.com/dropbox/pyannotate
```
-- [PyPi](https://pypi.org/project/pyannotate) (π₯ 4.9K / month Β· π¦ 26 Β· β±οΈ 16.09.2019):
+- [PyPi](https://pypi.org/project/pyannotate) (π₯ 3.5K / month Β· π¦ 26 Β· β±οΈ 16.09.2019):
```
pip install pyannotate
```
-add-trailing-comma (π₯19 Β· β 190) - A tool (and pre-commit hook) to automatically add trailing.. MIT
+pyupgrade (π₯21 Β· β 1.1K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
-- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 9 Β· π 14 Β· π 35 - 2% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 19 Β· π 75 Β· π 220 - 6% open Β· β±οΈ 04.08.2021):
+
+ ```
+ git clone https://github.com/asottile/pyupgrade
+ ```
+- [PyPi](https://pypi.org/project/pyupgrade) (π¦ 10 Β· β±οΈ 04.08.2021):
+ ```
+ pip install pyupgrade
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 240K Β· β±οΈ 04.08.2021):
+ ```
+ conda install -c conda-forge pyupgrade
+ ```
+
+add-trailing-comma (π₯19 Β· β 180) - A tool (and pre-commit hook) to automatically add trailing.. MIT
+
+- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 9 Β· π 14 Β· π 35 - 2% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/asottile/add-trailing-comma
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 6.8K / month Β· π¦ 14 Β· β±οΈ 24.01.2021):
+- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 5.9K / month Β· π¦ 14 Β· β±οΈ 24.01.2021):
```
pip install add-trailing-comma
```
unimport (π₯19 Β· β 110) - A linter, formatter for finding and removing unused import statements. MIT
-- [GitHub](https://github.com/hakancelik96/unimport) (π¨βπ» 11 Β· π 14 Β· π¦ 10 Β· π 71 - 12% open Β· β±οΈ 26.06.2021):
+- [GitHub](https://github.com/hakancelik96/unimport) (π¨βπ» 11 Β· π 14 Β· π¦ 10 Β· π 71 - 12% open Β· β±οΈ 10.08.2021):
```
git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/unimport) (π₯ 4.6K / month Β· β±οΈ 26.06.2021):
+- [PyPi](https://pypi.org/project/unimport) (π₯ 3.9K / month Β· β±οΈ 26.06.2021):
```
pip install unimport
```
-retype (π₯17 Β· β 100) - Re-apply type annotations from .pyi stubs to your codebase. MIT
+retype (π₯16 Β· β 100) - Re-apply type annotations from .pyi stubs to your codebase. MIT
- [GitHub](https://github.com/ambv/retype) (π¨βπ» 8 Β· π 16 Β· π 15 - 60% open Β· β±οΈ 15.05.2021):
```
git clone https://github.com/ambv/retype
```
-- [PyPi](https://pypi.org/project/retype) (π₯ 1.1K / month Β· π¦ 34 Β· β±οΈ 15.05.2021):
+- [PyPi](https://pypi.org/project/retype) (π₯ 930 / month Β· π¦ 34 Β· β±οΈ 15.05.2021):
```
pip install retype
```
@@ -837,30 +837,30 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/elmotec/massedit
```
-- [PyPi](https://pypi.org/project/massedit) (π₯ 910 / month Β· π¦ 10 Β· β±οΈ 23.12.2020):
+- [PyPi](https://pypi.org/project/massedit) (π₯ 850 / month Β· π¦ 10 Β· β±οΈ 23.12.2020):
```
pip install massedit
```
-com2ann (π₯14 Β· β 91) - Tool for translation type comments to type annotations in Python. MIT
+com2ann (π₯14 Β· β 97) - Tool for translation type comments to type annotations in Python. MIT
- [GitHub](https://github.com/ilevkivskyi/com2ann) (π¨βπ» 3 Β· π 5 Β· π¦ 3 Β· π 18 - 22% open Β· β±οΈ 07.03.2021):
```
git clone https://github.com/ilevkivskyi/com2ann
```
-- [PyPi](https://pypi.org/project/com2ann) (π₯ 400 / month Β· β±οΈ 17.06.2019):
+- [PyPi](https://pypi.org/project/com2ann) (π₯ 710 / month Β· β±οΈ 17.06.2019):
```
pip install com2ann
```
Show 5 hidden projects...
-- redbaron (π₯23 Β· β 600 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
-- baron (π₯22 Β· β 260 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
-- eradicate (π₯19 Β· β 110 Β· π€) - Removes commented-out code from Python files. βοΈSaxpath
-- unify (π₯19 Β· β 56 Β· π) - Modifies strings to all use the same quote where possible. MIT
-- pep8ify (π₯16 Β· β 110 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
+- redbaron (π₯23 Β· β 610 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
+- baron (π₯22 Β· β 260 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
+- eradicate (π₯20 Β· β 110 Β· π€) - Removes commented-out code from Python files. βοΈSaxpath
+- unify (π₯19 Β· β 57 Β· π) - Modifies strings to all use the same quote where possible. MIT
+- pep8ify (π₯17 Β· β 110 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
@@ -868,74 +868,74 @@ This curated list contains 250 awesome open-source projects with a total of 600K
-bandit (π₯31 Β· β 3.3K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
+bandit (π₯31 Β· β 3.4K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 130 Β· π 330 Β· π₯ 55 Β· π¦ 7.3K Β· π 530 - 31% open Β· β±οΈ 29.06.2021):
+- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 130 Β· π 350 Β· π₯ 68 Β· π¦ 7.6K Β· π 540 - 32% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (π₯ 1.6M / month Β· π¦ 2.4K Β· β±οΈ 13.12.2020):
+- [PyPi](https://pypi.org/project/bandit) (π₯ 1.7M / month Β· π¦ 2.4K Β· β±οΈ 13.12.2020):
```
pip install bandit
```
-- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 77K Β· β±οΈ 10.03.2021):
+- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 82K Β· β±οΈ 10.03.2021):
```
conda install -c conda-forge bandit
```
sqlmap (π₯27 Β· β 21K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
-- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 110 Β· π 4.4K Β· π 4.4K - 1% open Β· β±οΈ 15.07.2021):
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 110 Β· π 4.4K Β· π 4.4K - 1% open Β· β±οΈ 02.08.2021):
```
git clone https://github.com/sqlmapproject/sqlmap
```
-- [PyPi](https://pypi.org/project/sqlmap) (π₯ 23K / month Β· π¦ 8 Β· β±οΈ 04.07.2021):
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 13K / month Β· π¦ 8 Β· β±οΈ 02.08.2021):
```
pip install sqlmap
```
-safety (π₯27 Β· β 1K) - Safety checks your installed dependencies for known security vulnerabilities. MIT
+detect-secrets (π₯26 Β· β 1.9K) - An enterprise friendly way of detecting and preventing.. Apache-2
-- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 35 Β· π 89 Β· π₯ 59K Β· π¦ 2.2K Β· π 110 - 39% open Β· β±οΈ 28.04.2021):
-
- ```
- git clone https://github.com/pyupio/safety
- ```
-- [PyPi](https://pypi.org/project/safety) (π₯ 580K / month Β· π¦ 540 Β· β±οΈ 15.01.2021):
- ```
- pip install safety
- ```
-- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 20K Β· β±οΈ 15.01.2021):
- ```
- conda install -c conda-forge safety
- ```
-
-detect-secrets (π₯26 Β· β 1.9K) - An enterprise friendly way of detecting and preventing.. Apache-2
-
-- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 49 Β· π 220 Β· π 220 - 34% open Β· β±οΈ 16.04.2021):
+- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 51 Β· π 220 Β· π 230 - 33% open Β· β±οΈ 01.08.2021):
```
git clone https://github.com/Yelp/detect-secrets
```
-- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 190K / month Β· π¦ 34 Β· β±οΈ 14.04.2021):
+- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 170K / month Β· π¦ 34 Β· β±οΈ 14.04.2021):
```
pip install detect-secrets
```
-dodgy (π₯21 Β· β 90) - Looks at Python code to search for things which look dodgy such as passwords.. MIT
+safety (π₯26 Β· β 1.1K) - Safety checks your installed dependencies for known security.. MIT
+
+- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 35 Β· π 90 Β· π₯ 68K Β· π¦ 2.4K Β· π 110 - 39% open Β· β±οΈ 28.04.2021):
+
+ ```
+ git clone https://github.com/pyupio/safety
+ ```
+- [PyPi](https://pypi.org/project/safety) (π₯ 560K / month Β· π¦ 540 Β· β±οΈ 15.01.2021):
+ ```
+ pip install safety
+ ```
+- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 21K Β· β±οΈ 15.01.2021):
+ ```
+ conda install -c conda-forge safety
+ ```
+
+dodgy (π₯21 Β· β 91) - Looks at Python code to search for things which look dodgy such as passwords.. MIT
- [GitHub](https://github.com/landscapeio/dodgy) (π¨βπ» 14 Β· π 18 Β· π¦ 1.4K Β· π 11 - 72% open Β· β±οΈ 21.03.2021):
```
git clone https://github.com/landscapeio/dodgy
```
-- [PyPi](https://pypi.org/project/dodgy) (π₯ 140K / month Β· π¦ 520 Β· β±οΈ 31.12.2019):
+- [PyPi](https://pypi.org/project/dodgy) (π₯ 150K / month Β· π¦ 520 Β· β±οΈ 31.12.2019):
```
pip install dodgy
```
-- [Conda](https://anaconda.org/conda-forge/dodgy) (π₯ 24K Β· β±οΈ 10.06.2020):
+- [Conda](https://anaconda.org/conda-forge/dodgy) (π₯ 25K Β· β±οΈ 10.06.2020):
```
conda install -c conda-forge dodgy
```
@@ -947,14 +947,14 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (π₯ 26K / month Β· π¦ 18 Β· β±οΈ 30.10.2020):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 32K / month Β· π¦ 18 Β· β±οΈ 30.10.2020):
```
pip install dlint
```
Show 2 hidden projects...
-- pyarmor (π₯24 Β· β 1K) - A tool used to obfuscate python scripts, bind obfuscated scripts to.. βοΈSGI-B-2.0
+- pyarmor (π₯25 Β· β 1.1K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
- pyt (π₯22 Β· β 2K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
@@ -965,7 +965,7 @@ This curated list contains 250 awesome open-source projects with a total of 600K
pipenv (π₯37 Β· β 22K) - Python Development Workflow for Humans. MIT
-- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 380 Β· π 1.6K Β· π¦ 20K Β· π 3.4K - 15% open Β· β±οΈ 09.07.2021):
+- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 390 Β· π 1.6K Β· π¦ 21K Β· π 3.5K - 16% open Β· β±οΈ 10.08.2021):
```
git clone https://github.com/pypa/pipenv
@@ -974,42 +974,42 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install pipenv
```
-- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 41K Β· β±οΈ 15.11.2020):
+- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 42K Β· β±οΈ 15.11.2020):
```
conda install -c conda-forge pipenv
```
virtualenv (π₯32 Β· β 3.9K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 170 Β· π 900 Β· π 1.1K - 5% open Β· β±οΈ 14.07.2021):
+- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 170 Β· π 900 Β· π 1.2K - 5% open Β· β±οΈ 11.08.2021):
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (π₯ 18M / month Β· π¦ 34K Β· β±οΈ 14.07.2021):
+- [PyPi](https://pypi.org/project/virtualenv) (π₯ 20M / month Β· π¦ 34K Β· β±οΈ 11.08.2021):
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 1M Β· β±οΈ 29.06.2021):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 1.1M Β· β±οΈ 29.06.2021):
```
conda install -c conda-forge virtualenv
```
pyenv (π₯26 Β· β 24K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 330 Β· π 2.1K Β· π 1.3K - 2% open Β· β±οΈ 12.07.2021):
+- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 330 Β· π 2.1K Β· π 1.3K - 2% open Β· β±οΈ 04.08.2021):
```
git clone https://github.com/pyenv/pyenv
```
-- [PyPi](https://pypi.org/project/pyenv) (π₯ 6.3K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
+- [PyPi](https://pypi.org/project/pyenv) (π₯ 5.9K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
```
pip install pyenv
```
pyenv-virtualenv (π₯18 Β· β 4.4K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
-- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 44 Β· π 300 Β· π 310 - 43% open Β· β±οΈ 17.06.2021):
+- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 44 Β· π 300 Β· π 310 - 42% open Β· β±οΈ 25.07.2021):
```
git clone https://github.com/pyenv/pyenv-virtualenv
@@ -1023,9 +1023,9 @@ This curated list contains 250 awesome open-source projects with a total of 600K
git clone https://github.com/pyenv/pyenv-installer
```
-dh-virtualenv (π₯14 Β· β 1.5K) - Python virtualenvs in Debian packages. βοΈGPL-2.0
+dh-virtualenv (π₯15 Β· β 1.5K) - Python virtualenvs in Debian packages. βοΈGPL-2.0
-- [GitHub](https://github.com/spotify/dh-virtualenv) (π¨βπ» 56 Β· π 160 Β· π 180 - 14% open Β· β±οΈ 12.04.2021):
+- [GitHub](https://github.com/spotify/dh-virtualenv) (π¨βπ» 57 Β· π 160 Β· π 190 - 13% open Β· β±οΈ 26.07.2021):
```
git clone https://github.com/spotify/dh-virtualenv
@@ -1044,60 +1044,60 @@ This curated list contains 250 awesome open-source projects with a total of 600K
pip (π₯34 Β· β 7.3K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (π¨βπ» 620 Β· π 2.4K Β· π¦ 54K Β· π 5.8K - 16% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/pypa/pip) (π¨βπ» 630 Β· π 2.4K Β· π¦ 56K Β· π 5.9K - 17% open Β· β±οΈ 12.08.2021):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (π₯ 90M / month Β· π¦ 19K Β· β±οΈ 26.06.2021):
+- [PyPi](https://pypi.org/project/pip) (π₯ 100M / month Β· π¦ 19K Β· β±οΈ 06.08.2021):
```
pip install pip
```
-- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 22M Β· β±οΈ 26.06.2021):
+- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 23M Β· β±οΈ 06.08.2021):
```
conda install -c conda-forge pip
```
-poetry (π₯32 Β· β 16K) - Python dependency management and packaging made easy. MIT
+poetry (π₯33 Β· β 16K Β· π) - Python dependency management and packaging made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 280 Β· π 1.3K Β· π₯ 7.3M Β· π 3.1K - 37% open Β· β±οΈ 11.07.2021):
+- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 280 Β· π 1.3K Β· π₯ 7.7M Β· π 3.2K - 36% open Β· β±οΈ 01.08.2021):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 2.6M / month Β· π¦ 64 Β· β±οΈ 25.06.2021):
+- [PyPi](https://pypi.org/project/poetry) (π₯ 3.2M / month Β· π¦ 64 Β· β±οΈ 01.08.2021):
```
pip install poetry
```
-- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 230K Β· β±οΈ 25.06.2021):
+- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 240K Β· β±οΈ 25.06.2021):
```
conda install -c conda-forge poetry
```
-pip-tools (π₯32 Β· β 5.1K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
+pip-tools (π₯33 Β· β 5.1K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 150 Β· π 450 Β· π 740 - 16% open Β· β±οΈ 14.07.2021):
+- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 160 Β· π 460 Β· π 750 - 16% open Β· β±οΈ 12.08.2021):
```
git clone https://github.com/jazzband/pip-tools
```
-- [PyPi](https://pypi.org/project/pip-tools) (π₯ 2.4M / month Β· π¦ 3.3K Β· β±οΈ 22.06.2021):
+- [PyPi](https://pypi.org/project/pip-tools) (π₯ 5.8M / month Β· π¦ 3.3K Β· β±οΈ 22.06.2021):
```
pip install pip-tools
```
-- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 12K Β· β±οΈ 22.06.2021):
+- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 14K Β· β±οΈ 22.06.2021):
```
conda install -c conda-forge pip-tools
```
conda (π₯32 Β· β 4.2K) - OS-agnostic, system-level binary package manager and ecosystem. BSD-3
-- [GitHub](https://github.com/conda/conda) (π¨βπ» 360 Β· π 1.1K Β· π 8.1K - 24% open Β· β±οΈ 30.06.2021):
+- [GitHub](https://github.com/conda/conda) (π¨βπ» 360 Β· π 1.1K Β· π 8.1K - 24% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/conda) (π₯ 55K / month Β· π¦ 2.1K Β· β±οΈ 22.04.2017):
+- [PyPi](https://pypi.org/project/conda) (π₯ 54K / month Β· π¦ 2.1K Β· β±οΈ 22.04.2017):
```
pip install conda
```
@@ -1106,14 +1106,14 @@ This curated list contains 250 awesome open-source projects with a total of 600K
conda install -c conda-forge conda
```
-pipreqs (π₯29 Β· β 3.5K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
+pipreqs (π₯29 Β· β 3.6K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
-- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 50 Β· π 220 Β· π¦ 5.9K Β· π 170 - 48% open Β· β±οΈ 05.05.2021):
+- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 50 Β· π 230 Β· π¦ 6.2K Β· π 170 - 48% open Β· β±οΈ 05.05.2021):
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (π₯ 110K / month Β· π¦ 530 Β· β±οΈ 14.11.2019):
+- [PyPi](https://pypi.org/project/pipreqs) (π₯ 96K / month Β· π¦ 530 Β· β±οΈ 14.11.2019):
```
pip install pipreqs
```
@@ -1122,62 +1122,62 @@ This curated list contains 250 awesome open-source projects with a total of 600K
conda install -c conda-forge pipreqs
```
-pipx (π₯25 Β· β 3.9K Β· π) - Install and Run Python Applications in Isolated Environments. MIT
+pipx (π₯25 Β· β 4K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 57 Β· π 160 Β· π 400 - 18% open Β· β±οΈ 16.06.2021):
+- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 57 Β· π 180 Β· π 410 - 19% open Β· β±οΈ 05.08.2021):
```
git clone https://github.com/pypa/pipx
```
-- [PyPi](https://pypi.org/project/pipx) (π₯ 62K / month Β· π¦ 4 Β· β±οΈ 28.05.2021):
+- [PyPi](https://pypi.org/project/pipx) (π₯ 82K / month Β· π¦ 4 Β· β±οΈ 05.08.2021):
```
pip install pipx
```
-mamba (π₯25 Β· β 1.8K) - The Fast Cross-Platform Package Manager. BSD-3
+mamba (π₯25 Β· β 2K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 53 Β· π 100 Β· π¦ 340 Β· π 530 - 29% open Β· β±οΈ 14.07.2021):
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 55 Β· π 110 Β· π¦ 350 Β· π 540 - 29% open Β· β±οΈ 12.08.2021):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 1M Β· β±οΈ 11.07.2021):
+- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 1.1M Β· β±οΈ 16.07.2021):
```
conda install -c conda-forge mamba
```
-dephell (π₯24 Β· β 1.7K) - Python project management. Manage packages: convert between formats,.. MIT
+dephell (π₯24 Β· β 1.7K Β· π€) - Python project management. Manage packages: convert between formats,.. MIT
-- [GitHub](https://github.com/dephell/dephell) (π¨βπ» 37 Β· π 99 Β· π₯ 150 Β· π¦ 250 Β· π 260 - 38% open Β· β±οΈ 11.01.2021):
+- [GitHub](https://github.com/dephell/dephell) (π¨βπ» 37 Β· π 97 Β· π₯ 150 Β· π¦ 270 Β· π 260 - 38% open Β· β±οΈ 11.01.2021):
```
git clone https://github.com/dephell/dephell
```
-- [PyPi](https://pypi.org/project/dephell) (π₯ 17K / month Β· π¦ 8 Β· β±οΈ 28.04.2020):
+- [PyPi](https://pypi.org/project/dephell) (π₯ 18K / month Β· π¦ 8 Β· β±οΈ 28.04.2020):
```
pip install dephell
```
-pyflow (π₯19 Β· β 820) - An installation and dependency system for Python. MIT
+pyflow (π₯19 Β· β 840) - An installation and dependency system for Python. MIT
-- [GitHub](https://github.com/David-OConnor/pyflow) (π¨βπ» 24 Β· π 31 Β· π₯ 3.2K Β· π 110 - 39% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/David-OConnor/pyflow) (π¨βπ» 24 Β· π 31 Β· π₯ 3.3K Β· π 110 - 39% open Β· β±οΈ 13.07.2021):
```
git clone https://github.com/David-OConnor/pyflow
```
-- [PyPi](https://pypi.org/project/pyflow) (π₯ 250 / month Β· β±οΈ 02.07.2021):
+- [PyPi](https://pypi.org/project/pyflow) (π₯ 280 / month Β· β±οΈ 02.07.2021):
```
pip install pyflow
```
-pip-run (π₯15 Β· β 61) - pip-run - dynamic dependency loader for Python. MIT
+pip-run (π₯16 Β· β 61) - pip-run - dynamic dependency loader for Python. MIT
-- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 10 Β· π 10 Β· π 39 - 5% open Β· β±οΈ 26.06.2021):
+- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 10 Β· π 10 Β· π 39 - 5% open Β· β±οΈ 19.07.2021):
```
git clone https://github.com/jaraco/pip-run
```
-- [PyPi](https://pypi.org/project/pip-run) (π₯ 5.6K / month Β· β±οΈ 26.06.2021):
+- [PyPi](https://pypi.org/project/pip-run) (π₯ 11K / month Β· β±οΈ 19.07.2021):
```
pip install pip-run
```
@@ -1190,76 +1190,76 @@ This curated list contains 250 awesome open-source projects with a total of 600K
radon (π₯28 Β· β 1.2K) - Various code metrics for Python code. MIT
-- [GitHub](https://github.com/rubik/radon) (π¨βπ» 47 Β· π 94 Β· π¦ 1.8K Β· π 150 - 12% open Β· β±οΈ 08.06.2021):
+- [GitHub](https://github.com/rubik/radon) (π¨βπ» 49 Β· π 94 Β· π¦ 1.9K Β· π 160 - 12% open Β· β±οΈ 08.08.2021):
```
git clone https://github.com/rubik/radon
```
-- [PyPi](https://pypi.org/project/radon) (π₯ 390K / month Β· π¦ 1.1K Β· β±οΈ 08.06.2021):
+- [PyPi](https://pypi.org/project/radon) (π₯ 390K / month Β· π¦ 1.1K Β· β±οΈ 08.08.2021):
```
pip install radon
```
-- [Conda](https://anaconda.org/conda-forge/radon) (π₯ 31K Β· β±οΈ 18.09.2020):
+- [Conda](https://anaconda.org/conda-forge/radon) (π₯ 32K Β· β±οΈ 18.09.2020):
```
conda install -c conda-forge radon
```
-mccabe (π₯28 Β· β 410) - McCabe complexity checker for Python. βοΈSaxpath
+mccabe (π₯28 Β· β 420) - McCabe complexity checker for Python. βοΈSaxpath
-- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 21 Β· π 40 Β· π¦ 200K Β· π 41 - 17% open Β· β±οΈ 02.04.2021):
+- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 21 Β· π 40 Β· π¦ 210K Β· π 41 - 17% open Β· β±οΈ 02.04.2021):
```
git clone https://github.com/PyCQA/mccabe
```
-- [PyPi](https://pypi.org/project/mccabe) (π₯ 22M / month Β· π¦ 31K Β· β±οΈ 26.01.2017):
+- [PyPi](https://pypi.org/project/mccabe) (π₯ 20M / month Β· π¦ 31K Β· β±οΈ 26.01.2017):
```
pip install mccabe
```
-- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 2.9M Β· β±οΈ 08.07.2018):
+- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 3M Β· β±οΈ 08.07.2018):
```
conda install -c conda-forge mccabe
```
prospector (π₯26 Β· β 1.4K Β· π€) - Inspects Python source files and provides information about.. βοΈGPL-2.0
-- [GitHub](https://github.com/PyCQA/prospector) (π¨βπ» 67 Β· π 130 Β· π¦ 2.3K Β· π 270 - 20% open Β· β±οΈ 21.10.2020):
+- [GitHub](https://github.com/PyCQA/prospector) (π¨βπ» 67 Β· π 130 Β· π¦ 2.4K Β· π 270 - 20% open Β· β±οΈ 21.10.2020):
```
git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/prospector) (π₯ 410K / month Β· π¦ 1.1K Β· β±οΈ 21.10.2020):
+- [PyPi](https://pypi.org/project/prospector) (π₯ 430K / month Β· π¦ 1.1K Β· β±οΈ 21.10.2020):
```
pip install prospector
```
-- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 25K Β· β±οΈ 18.11.2020):
+- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 26K Β· β±οΈ 18.11.2020):
```
conda install -c conda-forge prospector
```
xenon (π₯23 Β· β 190) - Monitoring tool based on radon. MIT
-- [GitHub](https://github.com/rubik/xenon) (π¨βπ» 7 Β· π 14 Β· π¦ 220 Β· π 30 - 20% open Β· β±οΈ 26.05.2021):
+- [GitHub](https://github.com/rubik/xenon) (π¨βπ» 7 Β· π 14 Β· π¦ 230 Β· π 30 - 20% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/rubik/xenon
```
-- [PyPi](https://pypi.org/project/xenon) (π₯ 60K / month Β· π¦ 120 Β· β±οΈ 26.05.2021):
+- [PyPi](https://pypi.org/project/xenon) (π₯ 61K / month Β· π¦ 120 Β· β±οΈ 26.05.2021):
```
pip install xenon
```
-- [Conda](https://anaconda.org/conda-forge/xenon) (π₯ 12K Β· β±οΈ 12.10.2019):
+- [Conda](https://anaconda.org/conda-forge/xenon) (π₯ 13K Β· β±οΈ 12.10.2019):
```
conda install -c conda-forge xenon
```
-wily (π₯20 Β· β 780) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
+wily (π₯21 Β· β 790) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 16 Β· π 45 Β· π 80 - 35% open Β· β±οΈ 01.07.2021):
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (π₯ 8K / month Β· π¦ 16 Β· β±οΈ 01.07.2021):
+- [PyPi](https://pypi.org/project/wily) (π₯ 13K / month Β· π¦ 16 Β· β±οΈ 01.07.2021):
```
pip install wily
```
@@ -1276,75 +1276,75 @@ This curated list contains 250 awesome open-source projects with a total of 600K
tqdm (π₯37 Β· β 19K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 100 Β· π 960 Β· π₯ 8K Β· π¦ 190K Β· π 810 - 36% open Β· β±οΈ 06.07.2021):
+- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 100 Β· π 980 Β· π₯ 8.1K Β· π¦ 200K Β· π 820 - 36% open Β· β±οΈ 01.08.2021):
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (π₯ 29M / month Β· π¦ 26K Β· β±οΈ 06.07.2021):
+- [PyPi](https://pypi.org/project/tqdm) (π₯ 29M / month Β· π¦ 26K Β· β±οΈ 30.07.2021):
```
pip install tqdm
```
-- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 6.9M Β· β±οΈ 07.07.2021):
+- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 7.2M Β· β±οΈ 30.07.2021):
```
conda install -c conda-forge tqdm
```
-- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 3.7K Β· β 1 Β· β±οΈ 10.07.2021):
+- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 3.8K Β· β 1 Β· β±οΈ 01.08.2021):
```
docker pull tqdm/tqdm
```
rich (π₯33 Β· β 28K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/willmcgugan/rich) (π¨βπ» 97 Β· π 830 Β· π¦ 5.3K Β· π 480 - 1% open Β· β±οΈ 12.07.2021):
+- [GitHub](https://github.com/willmcgugan/rich) (π¨βπ» 100 Β· π 850 Β· π¦ 5.9K Β· π 490 - 1% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/willmcgugan/rich
```
-- [PyPi](https://pypi.org/project/rich) (π₯ 1.9M / month Β· β±οΈ 12.07.2021):
+- [PyPi](https://pypi.org/project/rich) (π₯ 1.9M / month Β· β±οΈ 05.08.2021):
```
pip install rich
```
-- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 300K Β· β±οΈ 12.07.2021):
+- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 330K Β· β±οΈ 06.08.2021):
```
conda install -c conda-forge rich
```
-sentry-sdk (π₯32 Β· β 960) - The new Python SDK for Sentry.io. BSD-2
+python-json-logger (π₯32 Β· β 1K Β· π) - Json Formatter for the standard python logger. BSD-2
-- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 99 Β· π 210 Β· π₯ 4.5K Β· π¦ 12K Β· π 540 - 30% open Β· β±οΈ 12.07.2021):
+- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 46 Β· π 150 Β· π¦ 17K Β· π 65 - 30% open Β· β±οΈ 27.07.2021):
+
+ ```
+ git clone https://github.com/madzak/python-json-logger
+ ```
+- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 3.5M / month Β· π¦ 920 Β· β±οΈ 27.07.2021):
+ ```
+ pip install python-json-logger
+ ```
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 790K Β· β±οΈ 12.10.2020):
+ ```
+ conda install -c conda-forge python-json-logger
+ ```
+
+sentry-sdk (π₯32 Β· β 1K) - The new Python SDK for Sentry.io. BSD-2
+
+- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 100 Β· π 220 Β· π₯ 4.5K Β· π¦ 13K Β· π 550 - 30% open Β· β±οΈ 27.07.2021):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 9.5M / month Β· π¦ 990 Β· β±οΈ 08.07.2021):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 9.2M / month Β· π¦ 990 Β· β±οΈ 27.07.2021):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 91K Β· β±οΈ 08.07.2021):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 97K Β· β±οΈ 27.07.2021):
```
conda install -c conda-forge sentry-sdk
```
-tabulate (π₯31 Β· β 880) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+loguru (π₯31 Β· β 9.5K) - Python logging made (stupidly) simple. MIT
-- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 67 Β· π 68 Β· π¦ 47K Β· π 88 - 35% open Β· β±οΈ 04.03.2021):
-
- ```
- git clone https://github.com/astanin/python-tabulate
- ```
-- [PyPi](https://pypi.org/project/tabulate) (π₯ 22M / month Β· π¦ 8.1K Β· β±οΈ 22.02.2021):
- ```
- pip install tabulate
- ```
-- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 1.2M Β· β±οΈ 22.02.2021):
- ```
- conda install -c conda-forge tabulate
- ```
-
-loguru (π₯30 Β· β 9.3K) - Python logging made (stupidly) simple. MIT
-
-- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 29 Β· π 410 Β· π¦ 8.3K Β· π 420 - 11% open Β· β±οΈ 19.03.2021):
+- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 29 Β· π 420 Β· π¦ 9.1K Β· π 430 - 11% open Β· β±οΈ 17.07.2021):
```
git clone https://github.com/Delgan/loguru
@@ -1353,14 +1353,74 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install loguru
```
-- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 210K Β· β±οΈ 19.04.2021):
+- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 230K Β· β±οΈ 19.04.2021):
```
conda install -c conda-forge loguru
```
-structlog (π₯28 Β· β 1.6K) - Structured Logging for Python. MIT
+tabulate (π₯31 Β· β 920) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 73 Β· π 140 Β· π¦ 3.4K Β· π 190 - 17% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 67 Β· π 69 Β· π¦ 49K Β· π 91 - 36% open Β· β±οΈ 04.03.2021):
+
+ ```
+ git clone https://github.com/astanin/python-tabulate
+ ```
+- [PyPi](https://pypi.org/project/tabulate) (π₯ 25M / month Β· π¦ 8.1K Β· β±οΈ 22.02.2021):
+ ```
+ pip install tabulate
+ ```
+- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 1.3M Β· β±οΈ 22.02.2021):
+ ```
+ conda install -c conda-forge tabulate
+ ```
+
+progressbar2 (π₯28 Β· β 720) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
+
+- [GitHub](https://github.com/WoLpH/python-progressbar) (π¨βπ» 38 Β· π 93 Β· π₯ 1.6K Β· π¦ 11K Β· π 190 - 4% open Β· β±οΈ 01.08.2021):
+
+ ```
+ git clone https://github.com/WoLpH/python-progressbar
+ ```
+- [PyPi](https://pypi.org/project/progressbar2) (π₯ 1.3M / month Β· π¦ 2.2K Β· β±οΈ 09.09.2020):
+ ```
+ pip install progressbar2
+ ```
+- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 320K Β· β±οΈ 09.09.2020):
+ ```
+ conda install -c conda-forge progressbar2
+ ```
+
+colorlog (π₯28 Β· β 700) - A colored formatter for the python logging module. MIT
+
+- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 30 Β· π 75 Β· π¦ 11K Β· π 66 - 3% open Β· β±οΈ 14.06.2021):
+
+ ```
+ git clone https://github.com/borntyping/python-colorlog
+ ```
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 5.2M / month Β· π¦ 3.7K Β· β±οΈ 14.06.2021):
+ ```
+ pip install colorlog
+ ```
+- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 400K Β· β±οΈ 30.06.2021):
+ ```
+ conda install -c conda-forge colorlog
+ ```
+
+python-coloredlogs (π₯28 Β· β 430) - Colored terminal output for Python's logging module. MIT
+
+- [GitHub](https://github.com/xolox/python-coloredlogs) (π¨βπ» 16 Β· π 36 Β· π¦ 8.5K Β· π 74 - 33% open Β· β±οΈ 11.06.2021):
+
+ ```
+ git clone https://github.com/xolox/python-coloredlogs
+ ```
+- [PyPi](https://pypi.org/project/coloredlogs) (π₯ 1.8M / month Β· π¦ 2.1K Β· β±οΈ 11.06.2021):
+ ```
+ pip install coloredlogs
+ ```
+
+structlog (π₯27 Β· β 1.6K) - Structured Logging for Python. MIT
+
+- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 74 Β· π 140 Β· π¦ 3.5K Β· π 190 - 17% open Β· β±οΈ 11.08.2021):
```
git clone https://github.com/hynek/structlog
@@ -1374,69 +1434,9 @@ This curated list contains 250 awesome open-source projects with a total of 600K
conda install -c conda-forge structlog
```
-python-json-logger (π₯28 Β· β 1K Β· π€) - Json Formatter for the standard python logger. BSD-2
+wasabi (π₯26 Β· β 300 Β· π€) - A lightweight console printing and formatting toolkit. MIT
-- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 43 Β· π 150 Β· π¦ 16K Β· π 64 - 29% open Β· β±οΈ 12.10.2020):
-
- ```
- git clone https://github.com/madzak/python-json-logger
- ```
-- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 3.4M / month Β· π¦ 920 Β· β±οΈ 12.10.2020):
- ```
- pip install python-json-logger
- ```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 740K Β· β±οΈ 12.10.2020):
- ```
- conda install -c conda-forge python-json-logger
- ```
-
-colorlog (π₯28 Β· β 700) - A colored formatter for the python logging module. MIT
-
-- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 30 Β· π 75 Β· π¦ 10K Β· π 66 - 3% open Β· β±οΈ 14.06.2021):
-
- ```
- git clone https://github.com/borntyping/python-colorlog
- ```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 5.6M / month Β· π¦ 3.7K Β· β±οΈ 14.06.2021):
- ```
- pip install colorlog
- ```
-- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 390K Β· β±οΈ 30.06.2021):
- ```
- conda install -c conda-forge colorlog
- ```
-
-python-coloredlogs (π₯28 Β· β 420) - Colored terminal output for Python's logging module. MIT
-
-- [GitHub](https://github.com/xolox/python-coloredlogs) (π¨βπ» 16 Β· π 36 Β· π¦ 8.3K Β· π 74 - 33% open Β· β±οΈ 11.06.2021):
-
- ```
- git clone https://github.com/xolox/python-coloredlogs
- ```
-- [PyPi](https://pypi.org/project/coloredlogs) (π₯ 1.8M / month Β· π¦ 2.1K Β· β±οΈ 11.06.2021):
- ```
- pip install coloredlogs
- ```
-
-progressbar2 (π₯27 Β· β 710) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-
-- [GitHub](https://github.com/WoLpH/python-progressbar) (π¨βπ» 38 Β· π 92 Β· π₯ 1.6K Β· π¦ 10K Β· π 190 - 4% open Β· β±οΈ 15.03.2021):
-
- ```
- git clone https://github.com/WoLpH/python-progressbar
- ```
-- [PyPi](https://pypi.org/project/progressbar2) (π₯ 1.3M / month Β· π¦ 2.2K Β· β±οΈ 09.09.2020):
- ```
- pip install progressbar2
- ```
-- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 300K Β· β±οΈ 09.09.2020):
- ```
- conda install -c conda-forge progressbar2
- ```
-
-wasabi (π₯26 Β· β 300 Β· π) - A lightweight console printing and formatting toolkit. MIT
-
-- [GitHub](https://github.com/ines/wasabi) (π¨βπ» 4 Β· π 17 Β· π¦ 12K Β· π 6 - 50% open Β· β±οΈ 31.01.2021):
+- [GitHub](https://github.com/ines/wasabi) (π¨βπ» 4 Β· π 19 Β· π¦ 13K Β· π 6 - 50% open Β· β±οΈ 31.01.2021):
```
git clone https://github.com/ines/wasabi
@@ -1445,31 +1445,31 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install wasabi
```
-- [Conda](https://anaconda.org/conda-forge/wasabi) (π₯ 380K Β· β±οΈ 01.02.2021):
+- [Conda](https://anaconda.org/conda-forge/wasabi) (π₯ 390K Β· β±οΈ 01.02.2021):
```
conda install -c conda-forge wasabi
```
-notifiers (π₯24 Β· β 1.9K Β· π€) - The easy way to send notifications. MIT
+notifiers (π₯24 Β· β 1.9K) - The easy way to send notifications. MIT
-- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 14 Β· π 75 Β· π¦ 150 Β· π 91 - 41% open Β· β±οΈ 30.12.2020):
+- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 15 Β· π 75 Β· π¦ 160 Β· π 91 - 41% open Β· β±οΈ 19.07.2021):
```
git clone https://github.com/liiight/notifiers
```
-- [PyPi](https://pypi.org/project/notifiers) (π₯ 310K / month Β· π¦ 6 Β· β±οΈ 05.10.2019):
+- [PyPi](https://pypi.org/project/notifiers) (π₯ 280K / month Β· π¦ 6 Β· β±οΈ 05.10.2019):
```
pip install notifiers
```
-rebound (π₯23 Β· β 3.7K) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT
+rebound (π₯23 Β· β 3.7K Β· π€) - Command-line tool that instantly fetches Stack Overflow results when.. MIT
- [GitHub](https://github.com/shobrook/rebound) (π¨βπ» 16 Β· π 340 Β· π₯ 170 Β· π¦ 20 Β· π 58 - 34% open Β· β±οΈ 04.01.2021):
```
git clone https://github.com/shobrook/rebound
```
-- [PyPi](https://pypi.org/project/rebound) (π₯ 3.1K / month Β· π¦ 14 Β· β±οΈ 20.06.2021):
+- [PyPi](https://pypi.org/project/rebound) (π₯ 2.1K / month Β· π¦ 14 Β· β±οΈ 22.07.2021):
```
pip install rebound
```
@@ -1478,49 +1478,49 @@ This curated list contains 250 awesome open-source projects with a total of 600K
conda install -c conda-forge rebound
```
-alive-progress (π₯23 Β· β 2.5K) - A new kind of Progress Bar, with real time throughput, eta and.. MIT
+alive-progress (π₯23 Β· β 2.6K Β· π€) - A new kind of Progress Bar, with real time throughput, ETA.. MIT
-- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 1 Β· π 100 Β· π¦ 350 Β· π 70 - 30% open Β· β±οΈ 08.01.2021):
+- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 1 Β· π 100 Β· π¦ 380 Β· π 74 - 28% open Β· β±οΈ 08.01.2021):
```
git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/alive-progress) (π₯ 17K / month Β· β±οΈ 08.01.2021):
+- [PyPi](https://pypi.org/project/alive-progress) (π₯ 16K / month Β· β±οΈ 08.01.2021):
```
pip install alive-progress
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 8.1K Β· β±οΈ 08.01.2021):
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 8.8K Β· β±οΈ 08.01.2021):
```
conda install -c conda-forge alive-progress
```
-better-exceptions (π₯22 Β· β 4K) - Pretty and useful exceptions in Python, automatically. MIT
+better-exceptions (π₯22 Β· β 4K Β· π€) - Pretty and useful exceptions in Python, automatically. MIT
- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 14 Β· π 200 Β· π 70 - 41% open Β· β±οΈ 29.01.2021):
```
git clone https://github.com/Qix-/better-exceptions
```
-- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 29K / month Β· π¦ 74 Β· β±οΈ 29.01.2021):
+- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 27K / month Β· π¦ 74 Β· β±οΈ 29.01.2021):
```
pip install better-exceptions
```
-stackprinter (π₯22 Β· β 1.1K) - Debugging-friendly exceptions for Python. MIT
+stackprinter (π₯22 Β· β 1.1K Β· π€) - Debugging-friendly exceptions for Python. MIT
-- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 6 Β· π 31 Β· π¦ 63 Β· π 23 - 39% open Β· β±οΈ 01.01.2021):
+- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 6 Β· π 32 Β· π¦ 67 Β· π 24 - 37% open Β· β±οΈ 01.01.2021):
```
git clone https://github.com/cknd/stackprinter
```
-- [PyPi](https://pypi.org/project/stackprinter) (π₯ 20K / month Β· π¦ 4 Β· β±οΈ 31.10.2020):
+- [PyPi](https://pypi.org/project/stackprinter) (π₯ 25K / month Β· π¦ 4 Β· β±οΈ 31.10.2020):
```
pip install stackprinter
```
PrettyErrors (π₯20 Β· β 2.1K) - Prettify Python exception output to make it legible. MIT
-- [GitHub](https://github.com/onelivesleft/PrettyErrors) (π¨βπ» 5 Β· π 65 Β· π 30 - 3% open Β· β±οΈ 02.07.2021):
+- [GitHub](https://github.com/onelivesleft/PrettyErrors) (π¨βπ» 5 Β· π 65 Β· π 31 - 3% open Β· β±οΈ 02.07.2021):
```
git clone https://github.com/onelivesleft/PrettyErrors
@@ -1530,14 +1530,14 @@ This curated list contains 250 awesome open-source projects with a total of 600K
pip install pretty_errors
```
-python-devtools (π₯19 Β· β 360) - Dev tools for python. MIT
+python-devtools (π₯18 Β· β 370) - Dev tools for python. MIT
-- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 5 Β· π 12 Β· π¦ 380 Β· π 34 - 35% open Β· β±οΈ 30.03.2021):
+- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 5 Β· π 13 Β· π¦ 400 Β· π 34 - 35% open Β· β±οΈ 30.03.2021):
```
git clone https://github.com/samuelcolvin/python-devtools
```
-- [PyPi](https://pypi.org/project/python-devtools) (π₯ 490 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
+- [PyPi](https://pypi.org/project/python-devtools) (π₯ 430 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
```
pip install python-devtools
```
@@ -1545,7 +1545,7 @@ This curated list contains 250 awesome open-source projects with a total of 600K
Show 3 hidden projects...
- logbook (π₯31 Β· β 1.4K Β· π) - A cool logging replacement for Python. BSD-3
-- prettytable (π₯23 Β· β 510) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
+- prettytable (π₯23 Β· β 520) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
- tbvaccine (π₯15 Β· β 360 Β· π) - A small utility to pretty-print Python tracebacks. MIT
@@ -1554,73 +1554,73 @@ This curated list contains 250 awesome open-source projects with a total of 600K
-sphinx (π₯38 Β· β 4K) - Main repository for the Sphinx documentation builder. BSD-3
+sphinx (π₯38 Β· β 4.1K) - Main repository for the Sphinx documentation builder. BSD-3
-- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 660 Β· π 1.5K Β· π¦ 150K Β· π 5.5K - 14% open Β· β±οΈ 14.07.2021):
+- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 670 Β· π 1.5K Β· π¦ 150K Β· π 5.5K - 14% open Β· β±οΈ 10.08.2021):
```
git clone https://github.com/sphinx-doc/sphinx
```
-- [PyPi](https://pypi.org/project/sphinx) (π₯ 3.9M / month Β· π¦ 100K Β· β±οΈ 14.07.2021):
+- [PyPi](https://pypi.org/project/sphinx) (π₯ 3.9M / month Β· π¦ 100K Β· β±οΈ 26.07.2021):
```
pip install sphinx
```
-- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 3.6M Β· β±οΈ 14.07.2021):
+- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 3.7M Β· β±οΈ 26.07.2021):
```
conda install -c conda-forge sphinx
```
-mkdocs (π₯35 Β· β 12K) - Project documentation with Markdown. BSD-2
+mkdocs (π₯36 Β· β 13K Β· π) - Project documentation with Markdown. BSD-2
-- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 200 Β· π 1.8K Β· π¦ 13K Β· π 1.6K - 8% open Β· β±οΈ 15.07.2021):
+- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 200 Β· π 1.8K Β· π¦ 14K Β· π 1.6K - 6% open Β· β±οΈ 28.07.2021):
```
git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs) (π₯ 640K / month Β· π¦ 5.9K Β· β±οΈ 09.06.2021):
+- [PyPi](https://pypi.org/project/mkdocs) (π₯ 640K / month Β· π¦ 5.9K Β· β±οΈ 18.07.2021):
```
pip install mkdocs
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 140K Β· β±οΈ 25.06.2021):
+- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 150K Β· β±οΈ 18.07.2021):
```
conda install -c conda-forge mkdocs
```
-mkdocs-material (π₯33 Β· β 7K) - A Material Design theme for MkDocs. MIT
+mkdocs-material (π₯33 Β· β 7.2K) - Technical documentation that just works. MIT
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 120 Β· π 1.6K Β· π¦ 7.4K Β· π 1.1K - 0% open Β· β±οΈ 12.07.2021):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 120 Β· π 1.7K Β· π¦ 7.9K Β· π 1.1K - 0% open Β· β±οΈ 11.08.2021):
```
git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 480K / month Β· π¦ 1.5K Β· β±οΈ 10.07.2021):
+- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 480K / month Β· π¦ 1.5K Β· β±οΈ 11.08.2021):
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 50K Β· β±οΈ 10.07.2021):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 56K Β· β±οΈ 11.08.2021):
```
conda install -c conda-forge mkdocs-material
```
-sphinx_rtd_theme (π₯33 Β· β 3.7K) - Sphinx theme for readthedocs.org. MIT
+sphinx_rtd_theme (π₯33 Β· β 3.8K) - Sphinx theme for readthedocs.org. MIT
-- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 110 Β· π 1.6K Β· π¦ 16 Β· π 680 - 25% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 110 Β· π 1.6K Β· π¦ 16 Β· π 690 - 25% open Β· β±οΈ 12.08.2021):
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
```
-- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 1.9M / month Β· π¦ 23K Β· β±οΈ 05.10.2018):
+- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 1.8M / month Β· π¦ 23K Β· β±οΈ 05.10.2018):
```
pip install sphinx_rtd_theme
```
-- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 1.5M Β· β±οΈ 06.04.2021):
+- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 1.6M Β· β±οΈ 06.04.2021):
```
conda install -c conda-forge sphinx_rtd_theme
```
-numpydoc (π₯30 Β· β 18K) - Numpy's Sphinx extensions. BSD-3
+numpydoc (π₯29 Β· β 18K) - Numpy's Sphinx extensions. BSD-3
-- [GitHub](https://github.com/numpy/numpydoc) (π¨βπ» 65 Β· π 5.6K Β· π¦ 27K Β· π 140 - 35% open Β· β±οΈ 19.05.2021):
+- [GitHub](https://github.com/numpy/numpydoc) (π¨βπ» 65 Β· π 5.7K Β· π¦ 27K Β· π 150 - 34% open Β· β±οΈ 19.05.2021):
```
git clone https://github.com/numpy/numpydoc
@@ -1629,30 +1629,42 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install numpydoc
```
-- [Conda](https://anaconda.org/conda-forge/numpydoc) (π₯ 800K Β· β±οΈ 01.10.2020):
+- [Conda](https://anaconda.org/conda-forge/numpydoc) (π₯ 810K Β· β±οΈ 01.10.2020):
```
conda install -c conda-forge numpydoc
```
breathe (π₯29 Β· β 540) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
-- [GitHub](https://github.com/michaeljones/breathe) (π¨βπ» 94 Β· π 140 Β· π₯ 85 Β· π¦ 4.8K Β· π 440 - 23% open Β· β±οΈ 18.05.2021):
+- [GitHub](https://github.com/michaeljones/breathe) (π¨βπ» 95 Β· π 140 Β· π₯ 96 Β· π¦ 4.9K Β· π 450 - 24% open Β· β±οΈ 18.05.2021):
```
git clone https://github.com/michaeljones/breathe
```
-- [PyPi](https://pypi.org/project/breathe) (π₯ 94K / month Β· π¦ 2K Β· β±οΈ 06.05.2021):
+- [PyPi](https://pypi.org/project/breathe) (π₯ 98K / month Β· π¦ 2K Β· β±οΈ 06.05.2021):
```
pip install breathe
```
-- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 200K Β· β±οΈ 08.05.2021):
+- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 210K Β· β±οΈ 08.05.2021):
```
conda install -c conda-forge breathe
```
-sphinx-autodoc-typehints (π₯26 Β· β 350) - Type hints support for the Sphinx autodoc extension. MIT
+pdoc3 (π₯26 Β· β 690) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
-- [GitHub](https://github.com/agronholm/sphinx-autodoc-typehints) (π¨βπ» 29 Β· π 65 Β· π 120 - 39% open Β· β±οΈ 15.04.2021):
+- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 55 Β· π 110 Β· π¦ 970 Β· π 260 - 33% open Β· β±οΈ 03.08.2021):
+
+ ```
+ git clone https://github.com/pdoc3/pdoc
+ ```
+- [PyPi](https://pypi.org/project/pdoc3) (π₯ 170K / month Β· π¦ 90 Β· β±οΈ 03.08.2021):
+ ```
+ pip install pdoc3
+ ```
+
+sphinx-autodoc-typehints (π₯25 Β· β 350) - Type hints support for the Sphinx autodoc extension. MIT
+
+- [GitHub](https://github.com/agronholm/sphinx-autodoc-typehints) (π¨βπ» 29 Β· π 66 Β· π 120 - 40% open Β· β±οΈ 15.04.2021):
```
git clone https://github.com/agronholm/sphinx-autodoc-typehints
@@ -1661,23 +1673,11 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install sphinx-autodoc-typehints
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 200K Β· β±οΈ 15.04.2021):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 210K Β· β±οΈ 15.04.2021):
```
conda install -c conda-forge sphinx-autodoc-typehints
```
-pdoc3 (π₯25 Β· β 680) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
-
-- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 55 Β· π 110 Β· π¦ 920 Β· π 260 - 32% open Β· β±οΈ 13.06.2021):
-
- ```
- git clone https://github.com/pdoc3/pdoc
- ```
-- [PyPi](https://pypi.org/project/pdoc3) (π₯ 130K / month Β· π¦ 90 Β· β±οΈ 27.11.2020):
- ```
- pip install pdoc3
- ```
-
sphinx-autobuild (π₯25 Β· β 340) - Watch a Sphinx directory and rebuild the documentation.. MIT
- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 17 Β· π 49 Β· π 56 - 21% open Β· β±οΈ 14.03.2021):
@@ -1689,71 +1689,59 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install sphinx-autobuild
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 65K Β· β±οΈ 14.03.2021):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 69K Β· β±οΈ 14.03.2021):
```
conda install -c conda-forge sphinx-autobuild
```
-pdoc (π₯24 Β· β 960) - API Documentation for Python Projects. Unlicense
+pdoc (π₯24 Β· β 990) - API Documentation for Python Projects. Unlicense
-- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 30 Β· π 110 Β· π¦ 350 Β· π 170 - 2% open Β· β±οΈ 16.06.2021):
+- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 31 Β· π 110 Β· π¦ 370 Β· π 180 - 2% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/mitmproxy/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc) (π₯ 62K / month Β· π¦ 290 Β· β±οΈ 11.06.2021):
+- [PyPi](https://pypi.org/project/pdoc) (π₯ 70K / month Β· π¦ 290 Β· β±οΈ 09.08.2021):
```
pip install pdoc
```
-interrogate (π₯24 Β· β 290) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
+interrogate (π₯24 Β· β 300) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 11 Β· π 21 Β· π¦ 700 Β· π 31 - 35% open Β· β±οΈ 07.07.2021):
+- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 11 Β· π 21 Β· π¦ 780 Β· π 31 - 35% open Β· β±οΈ 07.07.2021):
```
git clone https://github.com/econchick/interrogate
```
-- [PyPi](https://pypi.org/project/interrogate) (π₯ 82K / month Β· β±οΈ 15.05.2021):
+- [PyPi](https://pypi.org/project/interrogate) (π₯ 180K / month Β· β±οΈ 15.05.2021):
```
pip install interrogate
```
-mkdocs-pdf-export-plugin (π₯21 Β· β 190 Β· π€) - An MkDocs plugin to export content pages as PDF files. MIT
+mkdocstrings (π₯20 Β· β 420) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/zhaoterryy/mkdocs-pdf-export-plugin) (π¨βπ» 9 Β· π 31 Β· π¦ 130 Β· π 80 - 45% open Β· β±οΈ 23.07.2020):
-
- ```
- git clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin
- ```
-- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (π₯ 12K / month Β· π¦ 4 Β· β±οΈ 23.07.2020):
- ```
- pip install mkdocs-pdf-export-plugin
- ```
-
-mkdocstrings (π₯20 Β· β 400) - Automatic documentation from sources, for MkDocs. ISC
-
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 19 Β· π 47 Β· π 180 - 23% open Β· β±οΈ 09.06.2021):
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 19 Β· π 49 Β· π 180 - 24% open Β· β±οΈ 09.06.2021):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 51K / month Β· β±οΈ 09.06.2021):
+- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 53K / month Β· β±οΈ 09.06.2021):
```
pip install mkdocstrings
```
-- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 5.6K Β· β±οΈ 10.06.2021):
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 6.5K Β· β±οΈ 10.06.2021):
```
conda install -c conda-forge mkdocstrings
```
-blacken-docs (π₯20 Β· β 230) - Run `black` on python code blocks in documentation files. MIT
+blacken-docs (π₯20 Β· β 240) - Run `black` on python code blocks in documentation files. MIT
-- [GitHub](https://github.com/asottile/blacken-docs) (π¨βπ» 12 Β· π 17 Β· π 31 - 6% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/asottile/blacken-docs) (π¨βπ» 12 Β· π 17 Β· π 31 - 6% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 5.4K / month Β· π¦ 22 Β· β±οΈ 02.03.2021):
+- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 4.9K / month Β· π¦ 22 Β· β±οΈ 02.03.2021):
```
pip install blacken-docs
```
@@ -1764,7 +1752,7 @@ This curated list contains 250 awesome open-source projects with a total of 600K
sphinx-markdown-builder (π₯20 Β· β 100 Β· π€) - sphinx builder that outputs markdown files. MIT
-- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (π¨βπ» 16 Β· π 28 Β· π¦ 150 Β· π 34 - 52% open Β· β±οΈ 07.10.2020):
+- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (π¨βπ» 16 Β· π 28 Β· π¦ 170 Β· π 34 - 52% open Β· β±οΈ 07.10.2020):
```
git clone https://github.com/codejamninja/sphinx-markdown-builder
@@ -1774,63 +1762,64 @@ This curated list contains 250 awesome open-source projects with a total of 600K
pip install sphinx-markdown-builder
```
-mkdocs-awesome-pages-plugin (π₯19 Β· β 160 Β· π€) - An MkDocs plugin that simplifies configuring page.. MIT
+mkdocs-with-pdf (π₯20 Β· β 79) - Generate a single PDF file from MkDocs repository. MIT
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 2 Β· π 17 Β· π¦ 400 Β· π 38 - 15% open Β· β±οΈ 22.12.2020):
-
- ```
- git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
- ```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 40K / month Β· π¦ 90 Β· β±οΈ 22.12.2020):
- ```
- pip install mkdocs-awesome-pages-plugin
- ```
-
-mkdocs-with-pdf (π₯19 Β· β 67) - Generate a single PDF file from MkDocs repository. MIT
-
-- [GitHub](https://github.com/orzih/mkdocs-with-pdf) (π¨βπ» 6 Β· π 12 Β· π¦ 39 Β· π 48 - 33% open Β· β±οΈ 03.07.2021):
+- [GitHub](https://github.com/orzih/mkdocs-with-pdf) (π¨βπ» 6 Β· π 13 Β· π¦ 51 Β· π 52 - 32% open Β· β±οΈ 03.07.2021):
```
git clone https://github.com/orzih/mkdocs-with-pdf
```
-- [PyPi](https://pypi.org/project/mkdocs-with-pdf) (π₯ 6.8K / month Β· β±οΈ 03.07.2021):
+- [PyPi](https://pypi.org/project/mkdocs-with-pdf) (π₯ 5.6K / month Β· β±οΈ 03.07.2021):
```
pip install mkdocs-with-pdf
```
-portray (π₯18 Β· β 750 Β· π) - Your Project with Great Documentation. MIT
+mkdocs-awesome-pages-plugin (π₯19 Β· β 160 Β· π€) - An MkDocs plugin that simplifies configuring page.. MIT
-- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 16 Β· π 57 Β· π 49 - 40% open Β· β±οΈ 13.06.2021):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 2 Β· π 17 Β· π¦ 430 Β· π 38 - 15% open Β· β±οΈ 22.12.2020):
+
+ ```
+ git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
+ ```
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 39K / month Β· π¦ 90 Β· β±οΈ 22.12.2020):
+ ```
+ pip install mkdocs-awesome-pages-plugin
+ ```
+
+portray (π₯18 Β· β 760) - Your Project with Great Documentation. MIT
+
+- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 16 Β· π 58 Β· π 50 - 42% open Β· β±οΈ 13.06.2021):
```
git clone https://github.com/timothycrosley/portray
```
-- [PyPi](https://pypi.org/project/portray) (π₯ 8K / month Β· π¦ 8 Β· β±οΈ 13.06.2021):
+- [PyPi](https://pypi.org/project/portray) (π₯ 5.8K / month Β· π¦ 8 Β· β±οΈ 13.06.2021):
```
pip install portray
```
-lazydocs (π₯16 Β· β 29) - Generate markdown API documentation from Google-style Python docstring... MIT
+lazydocs (π₯16 Β· β 34) - Generate markdown API documentation from Google-style Python docstring... MIT
-- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 4 Β· π 7 Β· π¦ 30 Β· π 4 - 50% open Β· β±οΈ 30.06.2021):
+- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 6 Β· π 8 Β· π¦ 34 Β· π 4 - 25% open Β· β±οΈ 27.07.2021):
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 450 / month Β· β±οΈ 30.06.2021):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 580 / month Β· β±οΈ 27.07.2021):
```
pip install lazydocs
```
-Show 7 hidden projects...
+Show 8 hidden projects...
- alabaster (π₯31 Β· β 620 Β· π) - Lightweight, configurable Sphinx theme. Now the Sphinx.. BSD-3
- sphinx-bootstrap-theme (π₯25 Β· β 580 Β· π) - Sphinx Bootstrap Theme. MIT
- pycco (π₯22 Β· β 750 Β· π) - Literate-style documentation generator. MIT
- releases (π₯22 Β· β 160 Β· π) - A powerful Sphinx changelog-generating extension. BSD-2
-- mkdocs-git-revision-date-plugin (π₯19 Β· β 34 Β· π€) - MkDocs plugin for setting revision date from git per.. MIT
-- mkdocs-versioning (π₯18 Β· β 40) - A tool that allows for versioning sites built with mkdocs. MIT
-- mkdocs-print-site-plugin (π₯17 Β· β 20) - MkDocs Plugin allowing your visitors to *File Print.. MIT
+- mkdocs-pdf-export-plugin (π₯21 Β· β 200 Β· π) - An MkDocs plugin to export content pages as PDF files. MIT
+- mkdocs-git-revision-date-plugin (π₯19 Β· β 36 Β· π€) - MkDocs plugin for setting revision date from git per.. MIT
+- mkdocs-print-site-plugin (π₯16 Β· β 22) - MkDocs Plugin allowing your visitors to *File Print.. MIT
+- mkdocs-versioning (π₯15 Β· β 40 Β· π) - A tool that allows for versioning sites built with.. MIT
@@ -1838,9 +1827,9 @@ This curated list contains 250 awesome open-source projects with a total of 600K
-ipdb (π₯31 Β· β 1.4K) - Integration of IPython pdb. BSD-3
+ipdb (π₯31 Β· β 1.5K) - Integration of IPython pdb. BSD-3
-- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 48 Β· π 130 Β· π¦ 27K Β· π 160 - 31% open Β· β±οΈ 02.06.2021):
+- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 48 Β· π 130 Β· π¦ 27K Β· π 160 - 32% open Β· β±οΈ 02.06.2021):
```
git clone https://github.com/gotcha/ipdb
@@ -1849,30 +1838,30 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install ipdb
```
-- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 180K Β· β±οΈ 24.06.2021):
+- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 190K Β· β±οΈ 24.06.2021):
```
conda install -c conda-forge ipdb
```
PySnooper (π₯29 Β· β 15K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 26 Β· π 900 Β· π¦ 450 Β· π 110 - 16% open Β· β±οΈ 19.05.2021):
+- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 26 Β· π 900 Β· π¦ 460 Β· π 110 - 16% open Β· β±οΈ 19.05.2021):
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (π₯ 74K / month Β· π¦ 46 Β· β±οΈ 19.05.2021):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 72K / month Β· π¦ 46 Β· β±οΈ 19.05.2021):
```
pip install pysnooper
```
-- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 38K Β· β±οΈ 19.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 39K Β· β±οΈ 19.05.2021):
```
conda install -c conda-forge pysnooper
```
pyelftools (π₯28 Β· β 1.3K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 75 Β· π 400 Β· π¦ 2.3K Β· π 170 - 32% open Β· β±οΈ 27.05.2021):
+- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 76 Β· π 400 Β· π¦ 2.4K Β· π 170 - 32% open Β· β±οΈ 02.08.2021):
```
git clone https://github.com/eliben/pyelftools
@@ -1881,107 +1870,107 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install pyelftools
```
-- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 68K Β· β±οΈ 27.10.2020):
+- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 71K Β· β±οΈ 27.10.2020):
```
conda install -c conda-forge pyelftools
```
pudb (π₯27 Β· β 2.2K) - Full-screen console debugger for Python. MIT
-- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 78 Β· π 180 Β· π¦ 2.4K Β· π 280 - 49% open Β· β±οΈ 14.07.2021):
+- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 78 Β· π 180 Β· π¦ 2.5K Β· π 280 - 49% open Β· β±οΈ 20.07.2021):
```
git clone https://github.com/inducer/pudb
```
-- [PyPi](https://pypi.org/project/pudb) (π₯ 210K / month Β· π¦ 1.4K Β· β±οΈ 08.05.2021):
+- [PyPi](https://pypi.org/project/pudb) (π₯ 260K / month Β· π¦ 1.4K Β· β±οΈ 08.05.2021):
```
pip install pudb
```
-- [Conda](https://anaconda.org/conda-forge/pudb) (π₯ 100K Β· β±οΈ 15.04.2020):
+- [Conda](https://anaconda.org/conda-forge/pudb) (π₯ 110K Β· β±οΈ 15.04.2020):
```
conda install -c conda-forge pudb
```
-pdbpp (π₯27 Β· β 760 Β· π) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
+pdbpp (π₯27 Β· β 770) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
-- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 39 Β· π 44 Β· π¦ 2.1K Β· π 180 - 36% open Β· β±οΈ 12.07.2021):
+- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 39 Β· π 44 Β· π¦ 2.2K Β· π 180 - 36% open Β· β±οΈ 12.07.2021):
```
git clone https://github.com/pdbpp/pdbpp
```
-- [PyPi](https://pypi.org/project/pdbpp) (π₯ 380K / month Β· π¦ 1K Β· β±οΈ 09.07.2021):
+- [PyPi](https://pypi.org/project/pdbpp) (π₯ 370K / month Β· π¦ 1K Β· β±οΈ 09.07.2021):
```
pip install pdbpp
```
-- [Conda](https://anaconda.org/conda-forge/pdbpp) (π₯ 60K Β· β±οΈ 11.07.2021):
+- [Conda](https://anaconda.org/conda-forge/pdbpp) (π₯ 62K Β· β±οΈ 11.07.2021):
```
conda install -c conda-forge pdbpp
```
-typeguard (π₯26 Β· β 660) - Run-time type checker for Python. MIT
+gdbgui (π₯26 Β· β 8.1K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
-- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 18 Β· π 62 Β· π 160 - 26% open Β· β±οΈ 04.06.2021):
-
- ```
- git clone https://github.com/agronholm/typeguard
- ```
-- [PyPi](https://pypi.org/project/typeguard) (π₯ 6.2M / month Β· π¦ 160 Β· β±οΈ 04.06.2021):
- ```
- pip install typeguard
- ```
-- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 45K Β· β±οΈ 04.06.2021):
- ```
- conda install -c conda-forge typeguard
- ```
-
-gdbgui (π₯25 Β· β 8.1K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
-
-- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 36 Β· π 470 Β· π₯ 4.3K Β· π¦ 93 Β· π 270 - 41% open Β· β±οΈ 01.06.2021):
+- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 36 Β· π 470 Β· π₯ 4.6K Β· π¦ 98 Β· π 280 - 41% open Β· β±οΈ 01.06.2021):
```
git clone https://github.com/cs01/gdbgui
```
-- [PyPi](https://pypi.org/project/gdbgui) (π₯ 110K / month Β· π¦ 2 Β· β±οΈ 20.05.2021):
+- [PyPi](https://pypi.org/project/gdbgui) (π₯ 93K / month Β· π¦ 2 Β· β±οΈ 20.05.2021):
```
pip install gdbgui
```
+typeguard (π₯26 Β· β 690) - Run-time type checker for Python. MIT
+
+- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 18 Β· π 62 Β· π 160 - 25% open Β· β±οΈ 04.06.2021):
+
+ ```
+ git clone https://github.com/agronholm/typeguard
+ ```
+- [PyPi](https://pypi.org/project/typeguard) (π₯ 8.9M / month Β· π¦ 160 Β· β±οΈ 04.06.2021):
+ ```
+ pip install typeguard
+ ```
+- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 48K Β· β±οΈ 04.06.2021):
+ ```
+ conda install -c conda-forge typeguard
+ ```
+
icecream (π₯23 Β· β 5.2K) - Never use print() to debug again. MIT
-- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 14 Β· π 100 Β· π 71 - 23% open Β· β±οΈ 22.06.2021):
+- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 15 Β· π 100 Β· π 76 - 28% open Β· β±οΈ 22.07.2021):
```
git clone https://github.com/gruns/icecream
```
-- [PyPi](https://pypi.org/project/icecream) (π₯ 74K / month Β· π¦ 6 Β· β±οΈ 22.06.2021):
+- [PyPi](https://pypi.org/project/icecream) (π₯ 73K / month Β· π¦ 6 Β· β±οΈ 22.06.2021):
```
pip install icecream
```
-snoop (π₯23 Β· β 610) - A powerful set of Python debugging tools, based on PySnooper. MIT
+python-hunter (π₯23 Β· β 640) - Hunter is a flexible code tracing toolkit. BSD-2
-- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 20 Β· π 21 Β· π¦ 56 Β· π 29 - 44% open Β· β±οΈ 05.07.2021):
-
- ```
- git clone https://github.com/alexmojaki/snoop
- ```
-- [PyPi](https://pypi.org/project/snoop) (π₯ 32K / month Β· π¦ 8 Β· β±οΈ 05.07.2021):
- ```
- pip install snoop
- ```
-
-python-hunter (π₯22 Β· β 630) - Hunter is a flexible code tracing toolkit. BSD-2
-
-- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 8 Β· π 32 Β· π¦ 63 Β· π 84 - 44% open Β· β±οΈ 23.06.2021):
+- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 8 Β· π 34 Β· π¦ 63 Β· π 86 - 43% open Β· β±οΈ 23.06.2021):
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 5.9K / month Β· π¦ 34 Β· β±οΈ 23.06.2021):
+- [PyPi](https://pypi.org/project/hunter) (π₯ 8.2K / month Β· π¦ 34 Β· β±οΈ 23.06.2021):
```
pip install hunter
```
+snoop (π₯23 Β· β 620) - A powerful set of Python debugging tools, based on PySnooper. MIT
+
+- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 20 Β· π 21 Β· π¦ 58 Β· π 32 - 50% open Β· β±οΈ 05.07.2021):
+
+ ```
+ git clone https://github.com/alexmojaki/snoop
+ ```
+- [PyPi](https://pypi.org/project/snoop) (π₯ 22K / month Β· π¦ 8 Β· β±οΈ 05.07.2021):
+ ```
+ pip install snoop
+ ```
+
python-manhole (π₯21 Β· β 310) - Debugging manhole for python applications. BSD-2
- [GitHub](https://github.com/ionelmc/python-manhole) (π¨βπ» 10 Β· π 15 Β· π¦ 70 Β· π 20 - 25% open Β· β±οΈ 08.04.2021):
@@ -1989,19 +1978,19 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/ionelmc/python-manhole
```
-- [PyPi](https://pypi.org/project/manhole) (π₯ 8.4K / month Β· π¦ 66 Β· β±οΈ 08.04.2021):
+- [PyPi](https://pypi.org/project/manhole) (π₯ 9.8K / month Β· π¦ 66 Β· β±οΈ 08.04.2021):
```
pip install manhole
```
-Birdseye (π₯19 Β· β 1.4K Β· π) - Graphical Python debugger which lets you easily view the values of.. MIT
+Birdseye (π₯19 Β· β 1.4K) - Graphical Python debugger which lets you easily view the values of all.. MIT
-- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 9 Β· π 67 Β· π 49 - 34% open Β· β±οΈ 03.07.2021):
+- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 10 Β· π 68 Β· π 50 - 36% open Β· β±οΈ 01.08.2021):
```
git clone https://github.com/alexmojaki/birdseye
```
-- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.1K / month Β· β±οΈ 03.07.2021):
+- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.1K / month Β· β±οΈ 01.08.2021):
```
pip install birdseye
```
@@ -2016,13 +2005,13 @@ This curated list contains 250 awesome open-source projects with a total of 600K
-π best-of-web-python - Testing ( β 1.3K Β· π£) - Testing libraries & tools for python web frameworks.
+π best-of-web-python - Testing ( β 1.3K) - Testing libraries & tools for python web frameworks.
π unittest - Unittest is a test framework included in the Python standard library.
-pytest (π₯36 Β· β 7.5K) - The pytest framework makes it easy to write small tests, yet scales.. MIT
+pytest (π₯36 Β· β 7.6K) - The pytest framework makes it easy to write small tests, yet scales.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 740 Β· π 1.8K Β· π¦ 340K Β· π 4.6K - 15% open Β· β±οΈ 14.07.2021):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 740 Β· π 1.8K Β· π¦ 360K Β· π 4.6K - 15% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/pytest-dev/pytest
@@ -2031,62 +2020,62 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install pytest
```
-- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 8.5M Β· β±οΈ 29.06.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 8.9M Β· β±οΈ 29.06.2021):
```
conda install -c conda-forge pytest
```
tox (π₯36 Β· β 2.3K) - Command line driven CI frontend and development task automation tool. MIT
-- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 250 Β· π 370 Β· π¦ 46K Β· π 1.2K - 11% open Β· β±οΈ 14.07.2021):
+- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 250 Β· π 380 Β· π¦ 47K Β· π 1.2K - 11% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/tox-dev/tox
```
-- [PyPi](https://pypi.org/project/tox) (π₯ 4.1M / month Β· π¦ 36K Β· β±οΈ 14.07.2021):
+- [PyPi](https://pypi.org/project/tox) (π₯ 4.3M / month Β· π¦ 36K Β· β±οΈ 31.07.2021):
```
pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 310K Β· β±οΈ 14.07.2021):
+- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 330K Β· β±οΈ 31.07.2021):
```
conda install -c conda-forge tox
```
-robotframework (π₯34 Β· β 6.1K) - Generic automation framework for acceptance testing and RPA. Apache-2
+robotframework (π₯33 Β· β 6.2K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 140 Β· π 1.7K Β· π₯ 510 Β· π¦ 4K Β· π 3.6K - 5% open Β· β±οΈ 09.07.2021):
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 150 Β· π 1.7K Β· π₯ 510 Β· π¦ 4K Β· π 3.6K - 5% open Β· β±οΈ 02.08.2021):
```
git clone https://github.com/robotframework/robotframework
```
-- [PyPi](https://pypi.org/project/robotframework) (π₯ 720K / month Β· π¦ 1.4K Β· β±οΈ 09.07.2021):
+- [PyPi](https://pypi.org/project/robotframework) (π₯ 810K / month Β· π¦ 1.4K Β· β±οΈ 19.07.2021):
```
pip install robotframework
```
-- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 54K Β· β±οΈ 25.05.2021):
+- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 57K Β· β±οΈ 19.07.2021):
```
conda install -c conda-forge robotframework
```
hypothesis (π₯33 Β· β 5.3K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
-- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 250 Β· π 460 Β· π¦ 9.3K Β· π 1.1K - 5% open Β· β±οΈ 12.07.2021):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 250 Β· π 470 Β· π¦ 9.5K Β· π 1.1K - 5% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
-- [PyPi](https://pypi.org/project/hypothesis) (π₯ 2.1M / month Β· π¦ 2.6K Β· β±οΈ 12.07.2021):
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 2M / month Β· π¦ 2.6K Β· β±οΈ 07.08.2021):
```
pip install hypothesis
```
-- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 4.4M Β· β±οΈ 12.07.2021):
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 4.6M Β· β±οΈ 08.08.2021):
```
conda install -c conda-forge hypothesis
```
pytest-cov (π₯32 Β· β 1.1K) - Coverage plugin for pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 66 Β· π 150 Β· π¦ 92K Β· π 290 - 34% open Β· β±οΈ 01.06.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 67 Β· π 150 Β· π¦ 95K Β· π 300 - 33% open Β· β±οΈ 25.07.2021):
```
git clone https://github.com/pytest-dev/pytest-cov
@@ -2095,63 +2084,35 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install pytest-cov
```
-- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 3.1M Β· β±οΈ 02.06.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 3.3M Β· β±οΈ 02.06.2021):
```
conda install -c conda-forge pytest-cov
```
-pytest-xdist (π₯32 Β· β 730) - pytest plugin for distributed testing and loop-on-failures.. MIT
+pytest-xdist (π₯32 Β· β 740) - pytest plugin for distributed testing and loop-on-failures.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 74 Β· π 150 Β· π¦ 20K Β· π 430 - 45% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 74 Β· π 150 Β· π¦ 21K Β· π 440 - 45% open Β· β±οΈ 26.07.2021):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 4.6M / month Β· π¦ 7.3K Β· β±οΈ 16.06.2021):
+- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 4.7M / month Β· π¦ 7.3K Β· β±οΈ 16.06.2021):
```
pip install pytest-xdist
```
-- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 1.5M Β· β±οΈ 17.06.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 1.6M Β· β±οΈ 17.06.2021):
```
conda install -c conda-forge pytest-xdist
```
-freezegun (π₯31 Β· β 2.9K) - Let your Python tests travel through time. Apache-2
+pyautogui (π₯31 Β· β 5.4K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
-- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 94 Β· π 200 Β· π¦ 8.4K Β· π 230 - 28% open Β· β±οΈ 18.06.2021):
-
- ```
- git clone https://github.com/spulec/freezegun
- ```
-- [PyPi](https://pypi.org/project/freezegun) (π₯ 4M / month Β· π¦ 8.4K Β· β±οΈ 20.01.2021):
- ```
- pip install freezegun
- ```
-- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 240K Β· β±οΈ 20.01.2021):
- ```
- conda install -c conda-forge freezegun
- ```
-
-coveralls-python (π₯31 Β· β 460) - Show coverage stats online via coveralls.io. MIT
-
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 57 Β· π 170 Β· π¦ 18K Β· π 140 - 5% open Β· β±οΈ 12.07.2021):
-
- ```
- git clone https://github.com/TheKevJames/coveralls-python
- ```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 500K / month Β· π¦ 17K Β· β±οΈ 24.05.2021):
- ```
- pip install coveralls
- ```
-
-pyautogui (π₯30 Β· β 5.3K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
-
-- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 51 Β· π 720 Β· π¦ 8.9K Β· π 500 - 65% open Β· β±οΈ 08.07.2021):
+- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 51 Β· π 720 Β· π¦ 9.5K Β· π 500 - 65% open Β· β±οΈ 08.07.2021):
```
git clone https://github.com/asweigart/pyautogui
```
-- [PyPi](https://pypi.org/project/pyautogui) (π₯ 420K / month Β· π¦ 610 Β· β±οΈ 07.07.2021):
+- [PyPi](https://pypi.org/project/pyautogui) (π₯ 480K / month Β· π¦ 610 Β· β±οΈ 07.07.2021):
```
pip install pyautogui
```
@@ -2160,41 +2121,69 @@ This curated list contains 250 awesome open-source projects with a total of 600K
conda install -c conda-forge pyautogui
```
+freezegun (π₯31 Β· β 3K) - Let your Python tests travel through time. Apache-2
+
+- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 95 Β· π 200 Β· π¦ 8.7K Β· π 230 - 28% open Β· β±οΈ 02.08.2021):
+
+ ```
+ git clone https://github.com/spulec/freezegun
+ ```
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 3.8M / month Β· π¦ 8.4K Β· β±οΈ 20.01.2021):
+ ```
+ pip install freezegun
+ ```
+- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 250K Β· β±οΈ 20.01.2021):
+ ```
+ conda install -c conda-forge freezegun
+ ```
+
+coveralls-python (π₯31 Β· β 460) - Show coverage stats online via coveralls.io. MIT
+
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 59 Β· π 170 Β· π¦ 18K Β· π 140 - 5% open Β· β±οΈ 06.08.2021):
+
+ ```
+ git clone https://github.com/TheKevJames/coveralls-python
+ ```
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 450K / month Β· π¦ 17K Β· β±οΈ 20.07.2021):
+ ```
+ pip install coveralls
+ ```
+
factory_boy (π₯30 Β· β 2.6K) - A test fixtures replacement for Python. MIT
-- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 120 Β· π 320 Β· π 480 - 28% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 120 Β· π 330 Β· π 500 - 30% open Β· β±οΈ 19.07.2021):
```
git clone https://github.com/FactoryBoy/factory_boy
```
-- [PyPi](https://pypi.org/project/factory_boy) (π₯ 1.6M / month Β· π¦ 4.3K Β· β±οΈ 05.05.2018):
+- [PyPi](https://pypi.org/project/factory_boy) (π₯ 1.7M / month Β· π¦ 4.3K Β· β±οΈ 05.05.2018):
```
pip install factory_boy
```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 76K Β· β±οΈ 04.04.2021):
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 79K Β· β±οΈ 04.04.2021):
```
conda install -c conda-forge factory_boy
```
pytest-mock (π₯30 Β· β 1.1K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 54 Β· π 95 Β· π¦ 18K Β· π 99 - 10% open Β· β±οΈ 28.06.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 54 Β· π 95 Β· π¦ 18K Β· π 99 - 10% open Β· β±οΈ 26.07.2021):
```
git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 4.1M / month Β· π¦ 6.2K Β· β±οΈ 06.05.2021):
+- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 4.2M / month Β· π¦ 6.2K Β· β±οΈ 06.05.2021):
```
pip install pytest-mock
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 1M Β· β±οΈ 07.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 1.1M Β· β±οΈ 07.05.2021):
```
conda install -c conda-forge pytest-mock
```
-pytest-asyncio (π₯29 Β· β 750) - Pytest support for asyncio. Apache-2
+pytest-asyncio (π₯29 Β· β 770) - Pytest support for asyncio. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 26 Β· π 83 Β· π¦ 14K Β· π 160 - 40% open Β· β±οΈ 30.05.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 26 Β· π 84 Β· π¦ 14K Β· π 160 - 40% open Β· β±οΈ 30.05.2021):
```
git clone https://github.com/pytest-dev/pytest-asyncio
@@ -2203,14 +2192,14 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install pytest-asyncio
```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 490K Β· β±οΈ 21.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 540K Β· β±οΈ 21.05.2021):
```
conda install -c conda-forge pytest-asyncio
```
-pytest-html (π₯29 Β· β 430) - Plugin for generating HTML reports for pytest results. MPL-2.0
+pytest-html (π₯29 Β· β 430 Β· π€) - Plugin for generating HTML reports for pytest results. MPL-2.0
-- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 43 Β· π 170 Β· π¦ 11K Β· π 260 - 31% open Β· β±οΈ 23.01.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 43 Β· π 170 Β· π¦ 12K Β· π 260 - 31% open Β· β±οΈ 23.01.2021):
```
git clone https://github.com/pytest-dev/pytest-html
@@ -2224,166 +2213,178 @@ This curated list contains 250 awesome open-source projects with a total of 600K
conda install -c conda-forge pytest-html
```
-playwright-python (π₯28 Β· β 4.9K) - Python version of the Playwright testing and automation.. Apache-2
+playwright-python (π₯28 Β· β 5K) - Python version of the Playwright testing and automation.. Apache-2
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 21 Β· π 420 Β· π¦ 290 Β· π 380 - 4% open Β· β±οΈ 14.07.2021):
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 21 Β· π 430 Β· π¦ 350 Β· π 410 - 3% open Β· β±οΈ 08.08.2021):
```
git clone https://github.com/microsoft/playwright-python
```
-- [PyPi](https://pypi.org/project/playwright) (π₯ 100K / month Β· β±οΈ 11.06.2021):
+- [PyPi](https://pypi.org/project/playwright) (π₯ 99K / month Β· β±οΈ 29.07.2021):
```
pip install playwright
```
mimesis (π₯28 Β· β 3.3K) - Mimesis is a high-performance fake data generator for Python, which.. MIT
-- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 110 Β· π 270 Β· π₯ 170 Β· π 290 - 1% open Β· β±οΈ 15.07.2021):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 110 Β· π 270 Β· π₯ 170 Β· π 290 - 1% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (π₯ 70K / month Β· π¦ 84 Β· β±οΈ 21.12.2020):
+- [PyPi](https://pypi.org/project/mimesis) (π₯ 120K / month Β· π¦ 84 Β· β±οΈ 21.12.2020):
```
pip install mimesis
```
-nose2 (π₯28 Β· β 680) - The successor to nose, based on unittest2. BSD-3
+nose2 (π₯28 Β· β 690) - The successor to nose, based on unittest2. BSD-3
-- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 71 Β· π 130 Β· π¦ 3.9K Β· π 250 - 21% open Β· β±οΈ 02.07.2021):
+- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 71 Β· π 130 Β· π¦ 4K Β· π 250 - 21% open Β· β±οΈ 02.07.2021):
```
git clone https://github.com/nose-devs/nose2
```
-- [PyPi](https://pypi.org/project/nose2) (π₯ 470K / month Β· π¦ 1.9K Β· β±οΈ 27.01.2021):
+- [PyPi](https://pypi.org/project/nose2) (π₯ 450K / month Β· π¦ 1.9K Β· β±οΈ 27.01.2021):
```
pip install nose2
```
-- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 33K Β· β±οΈ 02.02.2020):
+- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 35K Β· β±οΈ 02.02.2020):
```
conda install -c conda-forge nose2
```
pytest-benchmark (π₯27 Β· β 790) - py.test fixture for benchmarking code. BSD-2
-- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 33 Β· π 83 Β· π¦ 2K Β· π 150 - 49% open Β· β±οΈ 14.06.2021):
+- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 33 Β· π 83 Β· π¦ 2.1K Β· π 150 - 49% open Β· β±οΈ 14.06.2021):
```
git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 320K / month Β· π¦ 730 Β· β±οΈ 17.04.2021):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 340K / month Β· π¦ 730 Β· β±οΈ 17.04.2021):
```
pip install pytest-benchmark
```
-- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 670K Β· β±οΈ 18.04.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 730K Β· β±οΈ 18.04.2021):
```
conda install -c conda-forge pytest-benchmark
```
pytest-sugar (π₯27 Β· β 720 Β· π€) - a plugin for py.test that changes the default look and.. BSD-3
-- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 36 Β· π 53 Β· π¦ 7.6K Β· π 100 - 33% open Β· β±οΈ 24.10.2020):
+- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 36 Β· π 54 Β· π¦ 7.8K Β· π 100 - 33% open Β· β±οΈ 24.10.2020):
```
git clone https://github.com/Teemu/pytest-sugar
```
-- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 480K / month Β· π¦ 4.6K Β· β±οΈ 06.07.2020):
+- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 490K / month Β· π¦ 4.6K Β· β±οΈ 06.07.2020):
```
pip install pytest-sugar
```
-- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 100K Β· β±οΈ 18.09.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 110K Β· β±οΈ 18.09.2020):
```
conda install -c conda-forge pytest-sugar
```
ddt (π₯27 Β· β 390) - Data-Driven Tests for Python Unittest. MIT
-- [GitHub](https://github.com/datadriventests/ddt) (π¨βπ» 34 Β· π 96 Β· π¦ 3.6K Β· π 47 - 36% open Β· β±οΈ 12.03.2021):
+- [GitHub](https://github.com/datadriventests/ddt) (π¨βπ» 34 Β· π 96 Β· π¦ 3.7K Β· π 47 - 36% open Β· β±οΈ 12.03.2021):
```
git clone https://github.com/datadriventests/ddt
```
-- [PyPi](https://pypi.org/project/ddt) (π₯ 290K / month Β· π¦ 2.5K Β· β±οΈ 15.05.2020):
+- [PyPi](https://pypi.org/project/ddt) (π₯ 270K / month Β· π¦ 2.5K Β· β±οΈ 15.05.2020):
```
pip install ddt
```
-- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 61K Β· β±οΈ 15.05.2020):
+- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 62K Β· β±οΈ 15.05.2020):
```
conda install -c conda-forge ddt
```
-pytest-bdd (π₯26 Β· β 840) - BDD library for the py.test runner. MIT
+pytest-bdd (π₯26 Β· β 870) - BDD library for the py.test runner. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 40 Β· π 140 Β· π 250 - 46% open Β· β±οΈ 03.07.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 41 Β· π 140 Β· π 250 - 46% open Β· β±οΈ 31.07.2021):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
-- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 190K / month Β· π¦ 270 Β· β±οΈ 03.07.2021):
+- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 210K / month Β· π¦ 270 Β· β±οΈ 03.07.2021):
```
pip install pytest-bdd
```
-- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 34K Β· β±οΈ 03.02.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 36K Β· β±οΈ 03.02.2020):
```
conda install -c conda-forge pytest-bdd
```
-green (π₯26 Β· β 700) - Green is a clean, colorful, fast python test runner. MIT
+green (π₯26 Β· β 710) - Green is a clean, colorful, fast python test runner. MIT
-- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 37 Β· π 74 Β· π¦ 590 Β· π 170 - 3% open Β· β±οΈ 28.04.2021):
+- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 37 Β· π 75 Β· π¦ 590 Β· π 170 - 3% open Β· β±οΈ 16.07.2021):
```
git clone https://github.com/CleanCut/green
```
-- [PyPi](https://pypi.org/project/green) (π₯ 17K / month Β· π¦ 360 Β· β±οΈ 28.04.2021):
+- [PyPi](https://pypi.org/project/green) (π₯ 15K / month Β· π¦ 360 Β· β±οΈ 16.07.2021):
```
pip install green
```
-- [Conda](https://anaconda.org/conda-forge/green) (π₯ 83K Β· β±οΈ 12.11.2020):
+- [Conda](https://anaconda.org/conda-forge/green) (π₯ 85K Β· β±οΈ 12.11.2020):
```
conda install -c conda-forge green
```
pytest-mypy (π₯26 Β· β 190) - Mypy static type checker plugin for Pytest. MIT
-- [GitHub](https://github.com/dbader/pytest-mypy) (π¨βπ» 15 Β· π 31 Β· π¦ 1.1K Β· π 45 - 22% open Β· β±οΈ 16.06.2021):
+- [GitHub](https://github.com/dbader/pytest-mypy) (π¨βπ» 15 Β· π 31 Β· π¦ 1.2K Β· π 45 - 22% open Β· β±οΈ 16.06.2021):
```
git clone https://github.com/dbader/pytest-mypy
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 260K / month Β· π¦ 270 Β· β±οΈ 21.03.2021):
+- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 270K / month Β· π¦ 270 Β· β±οΈ 21.03.2021):
```
pip install pytest-mypy
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 11K Β· β±οΈ 24.11.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 12K Β· β±οΈ 24.11.2020):
```
conda install -c conda-forge pytest-mypy
```
-asv (π₯25 Β· β 600) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
+uiautomator (π₯25 Β· β 1.7K Β· π€) - Python wrapper of Android uiautomator test tool. MIT
+
+- [GitHub](https://github.com/xiaocong/uiautomator) (π¨βπ» 13 Β· π 590 Β· π¦ 190 Β· π 290 - 59% open Β· β±οΈ 16.11.2020):
+
+ ```
+ git clone https://github.com/xiaocong/uiautomator
+ ```
+- [PyPi](https://pypi.org/project/uiautomator) (π₯ 19K / month Β· π¦ 120 Β· β±οΈ 16.11.2020):
+ ```
+ pip install uiautomator
+ ```
+
+asv (π₯25 Β· β 610) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 54 Β· π 130 Β· π¦ 180 Β· π 410 - 26% open Β· β±οΈ 21.06.2021):
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (π₯ 20K / month Β· π¦ 88 Β· β±οΈ 16.05.2020):
+- [PyPi](https://pypi.org/project/asv) (π₯ 22K / month Β· π¦ 88 Β· β±οΈ 16.05.2020):
```
pip install asv
```
-- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 500K Β· β±οΈ 05.06.2021):
+- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 510K Β· β±οΈ 07.08.2021):
```
conda install -c conda-forge asv
```
-PyHamcrest (π₯25 Β· β 560) - Hamcrest matchers for Python. BSD-3
+PyHamcrest (π₯25 Β· β 570) - Hamcrest matchers for Python. BSD-3
-- [GitHub](https://github.com/hamcrest/PyHamcrest) (π¨βπ» 34 Β· π 85 Β· π 60 - 20% open Β· β±οΈ 30.06.2021):
+- [GitHub](https://github.com/hamcrest/PyHamcrest) (π¨βπ» 34 Β· π 85 Β· π 61 - 21% open Β· β±οΈ 11.08.2021):
```
git clone https://github.com/hamcrest/PyHamcrest
```
-- [PyPi](https://pypi.org/project/pyhamcrest) (π₯ 960K / month Β· π¦ 3.4K Β· β±οΈ 02.03.2020):
+- [PyPi](https://pypi.org/project/pyhamcrest) (π₯ 1M / month Β· π¦ 3.4K Β· β±οΈ 02.03.2020):
```
pip install pyhamcrest
```
@@ -2399,23 +2400,11 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 91K / month Β· β±οΈ 20.06.2021):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 110K / month Β· β±οΈ 20.06.2021):
```
pip install pytest-testinfra
```
-uiautomator (π₯24 Β· β 1.7K Β· π€) - Python wrapper of Android uiautomator test tool. MIT
-
-- [GitHub](https://github.com/xiaocong/uiautomator) (π¨βπ» 13 Β· π 590 Β· π¦ 190 Β· π 290 - 59% open Β· β±οΈ 16.11.2020):
-
- ```
- git clone https://github.com/xiaocong/uiautomator
- ```
-- [PyPi](https://pypi.org/project/uiautomator) (π₯ 17K / month Β· π¦ 120 Β· β±οΈ 16.11.2020):
- ```
- pip install uiautomator
- ```
-
Mamba Test Runner (π₯24 Β· β 470 Β· π€) - The definitive testing tool for Python. Born under the.. MIT
- [GitHub](https://github.com/nestorsalceda/mamba) (π¨βπ» 22 Β· π 64 Β· π 97 - 46% open Β· β±οΈ 16.11.2020):
@@ -2423,58 +2412,58 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/nestorsalceda/mamba
```
-- [PyPi](https://pypi.org/project/mamba) (π₯ 17K / month Β· π¦ 220 Β· β±οΈ 16.11.2020):
+- [PyPi](https://pypi.org/project/mamba) (π₯ 18K / month Β· π¦ 220 Β· β±οΈ 16.11.2020):
```
pip install mamba
```
-xdoctest (π₯24 Β· β 96) - A rewrite of Python's builtin doctest module (with pytest plugin.. Apache-2
+xdoctest (π₯24 Β· β 95) - A rewrite of Python's builtin doctest module (with pytest plugin.. Apache-2
-- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 5 Β· π 5 Β· π¦ 1.2K Β· π 33 - 48% open Β· β±οΈ 28.06.2021):
+- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 5 Β· π 5 Β· π¦ 1.3K Β· π 32 - 46% open Β· β±οΈ 08.08.2021):
```
git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 80K / month Β· π¦ 52 Β· β±οΈ 28.06.2021):
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 88K / month Β· π¦ 52 Β· β±οΈ 08.08.2021):
```
pip install xdoctest
```
-nox (π₯23 Β· β 580) - Flexible test automation for Python. Apache-2
+nox (π₯23 Β· β 600) - Flexible test automation for Python. Apache-2
- [GitHub](https://github.com/theacodes/nox) (π¨βπ» 60 Β· π 95 Β· π 220 - 15% open Β· β±οΈ 10.07.2021):
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (π₯ 330K / month Β· π¦ 56 Β· β±οΈ 13.06.2021):
+- [PyPi](https://pypi.org/project/nox) (π₯ 360K / month Β· π¦ 56 Β· β±οΈ 13.06.2021):
```
pip install nox
```
-- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 34K Β· β±οΈ 20.06.2021):
+- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 37K Β· β±οΈ 20.06.2021):
```
conda install -c conda-forge nox
```
-pytest-testmon (π₯23 Β· β 480) - Selects tests affected by changed files. Continous.. βοΈAGPL-3.0
+pytest-testmon (π₯23 Β· β 490) - Selects tests affected by changed files. Continous.. βοΈAGPL-3.0
-- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 16 Β· π 28 Β· π¦ 320 Β· π 110 - 25% open Β· β±οΈ 30.04.2021):
+- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 16 Β· π 28 Β· π 110 - 25% open Β· β±οΈ 12.08.2021):
```
git clone https://github.com/tarpas/pytest-testmon
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 71K / month Β· π¦ 98 Β· β±οΈ 28.04.2021):
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 73K / month Β· π¦ 98 Β· β±οΈ 05.08.2021):
```
pip install pytest-testmon
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 31K Β· β±οΈ 03.08.2019):
+- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 32K Β· β±οΈ 03.08.2019):
```
conda install -c conda-forge pytest-testmon
```
pytest-randomly (π₯23 Β· β 340) - Pytest plugin to randomly order tests and control random.seed. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 16 Β· π 22 Β· π 43 - 16% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 16 Β· π 22 Β· π 43 - 16% open Β· β±οΈ 10.08.2021):
```
git clone https://github.com/pytest-dev/pytest-randomly
@@ -2491,14 +2480,14 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/sixpack/sixpack
```
-- [PyPi](https://pypi.org/project/sixpack) (π₯ 370 / month Β· π¦ 4 Β· β±οΈ 22.11.2017):
+- [PyPi](https://pypi.org/project/sixpack) (π₯ 360 / month Β· π¦ 4 Β· β±οΈ 22.11.2017):
```
pip install sixpack
```
pytest-lazy-fixture (π₯22 Β· β 200) - It helps to use fixtures in pytest.mark.parametrize. MIT
-- [GitHub](https://github.com/TvoroG/pytest-lazy-fixture) (π¨βπ» 8 Β· π 14 Β· π¦ 360 Β· π 34 - 44% open Β· β±οΈ 09.07.2021):
+- [GitHub](https://github.com/TvoroG/pytest-lazy-fixture) (π¨βπ» 8 Β· π 15 Β· π¦ 380 Β· π 34 - 44% open Β· β±οΈ 09.07.2021):
```
git clone https://github.com/tvorog/pytest-lazy-fixture
@@ -2507,14 +2496,14 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install pytest-lazy-fixture
```
-- [Conda](https://anaconda.org/conda-forge/pytest-lazy-fixture) (π₯ 260K Β· β±οΈ 01.02.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-lazy-fixture) (π₯ 270K Β· β±οΈ 01.02.2020):
```
conda install -c conda-forge pytest-lazy-fixture
```
pytest-docker (π₯21 Β· β 220) - Docker-based integration tests. MIT
-- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 11 Β· π 40 Β· π₯ 79 Β· π 31 - 54% open Β· β±οΈ 14.06.2021):
+- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 11 Β· π 40 Β· π₯ 81 Β· π 31 - 54% open Β· β±οΈ 14.06.2021):
```
git clone https://github.com/avast/pytest-docker
@@ -2527,12 +2516,12 @@ This curated list contains 250 awesome open-source projects with a total of 600K
Show 7 hidden projects...
- nose (π₯31 Β· β 1.3K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
-- pytest-watch (π₯24 Β· β 570 Β· π) - Local continuous test runner with pytest and watchdog. MIT
+- pytest-watch (π₯24 Β· β 580 Β· π) - Local continuous test runner with pytest and watchdog. MIT
- assertpy (π₯21 Β· β 250 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
- pytest-datadir (π₯20 Β· β 140 Β· π) - pytest plugin for manipulating test data directories and.. MIT
- fake2db (π₯18 Β· β 2.1K Β· π) - create custom test databases that are populated with fake data. βοΈGPL-2.0
- pytest-play (π₯16 Β· β 63 Β· π) - pytest plugin that let you automate actions and.. Apache-2
-- pytest-plugins (π₯13 Β· β 380 Β· π) - A grab-bag of nifty pytest plugins. MIT
+- pytest-plugins (π₯14 Β· β 380 Β· π) - A grab-bag of nifty pytest plugins. MIT
@@ -2542,62 +2531,62 @@ This curated list contains 250 awesome open-source projects with a total of 600K
π Python.org Packaging - An Overview of Packaging for Python.
-pyinstaller (π₯34 Β· β 8.2K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
+packaging (π₯31 Β· β 320) - Core utilities for Python packages. BSD-2
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 400 Β· π 1.7K Β· π₯ 710K Β· π¦ 19K Β· π 4.2K - 7% open Β· β±οΈ 14.07.2021):
-
- ```
- git clone https://github.com/pyinstaller/pyinstaller
- ```
-- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 560K / month Β· β±οΈ 13.07.2021):
- ```
- pip install pyinstaller
- ```
-- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 240K Β· β±οΈ 13.07.2021):
- ```
- conda install -c conda-forge pyinstaller
- ```
-
-packaging (π₯30 Β· β 310) - Core utilities for Python packages. BSD-2
-
-- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 70 Β· π 160 Β· π₯ 120 Β· π¦ 230K Β· π 210 - 26% open Β· β±οΈ 04.07.2021):
+- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 70 Β· π 160 Β· π₯ 130 Β· π¦ 240K Β· π 210 - 26% open Β· β±οΈ 23.07.2021):
```
git clone https://github.com/pypa/packaging
```
-- [PyPi](https://pypi.org/project/packaging) (π₯ 61M / month Β· π¦ 29K Β· β±οΈ 03.07.2021):
+- [PyPi](https://pypi.org/project/packaging) (π₯ 66M / month Β· π¦ 29K Β· β±οΈ 03.07.2021):
```
pip install packaging
```
-- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 8.3M Β· β±οΈ 03.07.2021):
+- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 8.8M Β· β±οΈ 03.07.2021):
```
conda install -c conda-forge packaging
```
-Nuitka (π₯27 Β· β 5.5K) - Nuitka is a Python compiler written in Python. It's fully compatible.. Apache-2
+pyinstaller (π₯28 Β· β 8.3K Β· π) - Freeze (package) Python programs into stand-alone.. βοΈGPL-2.0
-- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 98 Β· π 310 Β· π 960 - 21% open Β· β±οΈ 02.07.2021):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 400 Β· π 1.7K Β· π₯ 720K Β· π 4.2K - 7% open Β· β±οΈ 11.08.2021):
+
+ ```
+ git clone https://github.com/pyinstaller/pyinstaller
+ ```
+- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 550K / month Β· β±οΈ 07.08.2021):
+ ```
+ pip install pyinstaller
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 250K Β· β±οΈ 09.08.2021):
+ ```
+ conda install -c conda-forge pyinstaller
+ ```
+
+Nuitka (π₯27 Β· β 5.7K) - Nuitka is a Python compiler written in Python. It's fully compatible.. Apache-2
+
+- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 100 Β· π 320 Β· π 980 - 22% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 26K / month Β· π¦ 54 Β· β±οΈ 02.07.2021):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 21K / month Β· π¦ 54 Β· β±οΈ 09.08.2021):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 290K Β· β±οΈ 02.07.2021):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 300K Β· β±οΈ 10.08.2021):
```
conda install -c conda-forge nuitka
```
pex (π₯26 Β· β 1.9K) - A library and tool for generating .pex (Python EXecutable) files. Apache-2
-- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 99 Β· π 200 Β· π₯ 340K Β· π 700 - 19% open Β· β±οΈ 14.07.2021):
+- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 100 Β· π 200 Β· π₯ 360K Β· π 710 - 19% open Β· β±οΈ 03.08.2021):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (π₯ 120K / month Β· π¦ 230 Β· β±οΈ 14.07.2021):
+- [PyPi](https://pypi.org/project/pex) (π₯ 130K / month Β· π¦ 230 Β· β±οΈ 03.08.2021):
```
pip install pex
```
@@ -2609,26 +2598,26 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/beeware/briefcase
```
-- [PyPi](https://pypi.org/project/briefcase) (π₯ 2.2K / month Β· π¦ 24 Β· β±οΈ 06.03.2021):
+- [PyPi](https://pypi.org/project/briefcase) (π₯ 2.7K / month Β· π¦ 24 Β· β±οΈ 06.03.2021):
```
pip install briefcase
```
-py2exe (π₯24 Β· β 250) - A distutils extension to create standalone Windows programs from Python code. MIT
+py2exe (π₯24 Β· β 270) - A distutils extension to create standalone Windows programs from Python code. MIT
-- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 14 Β· π 38 Β· π₯ 10K Β· π¦ 1.2K Β· π 77 - 11% open Β· β±οΈ 24.04.2021):
+- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 14 Β· π 42 Β· π₯ 10K Β· π¦ 1.2K Β· π 78 - 12% open Β· β±οΈ 24.04.2021):
```
git clone https://github.com/py2exe/py2exe
```
-- [PyPi](https://pypi.org/project/py2exe) (π₯ 24K / month Β· π¦ 350 Β· β±οΈ 24.04.2021):
+- [PyPi](https://pypi.org/project/py2exe) (π₯ 22K / month Β· π¦ 350 Β· β±οΈ 24.04.2021):
```
pip install py2exe
```
-py2app (π₯24 Β· β 130) - py2app is a Python setuptools command which will allow you to make.. MIT
+py2app (π₯23 Β· β 140) - py2app is a Python setuptools command which will allow you to make.. MIT
-- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 24 Β· π 9 Β· π¦ 3.7K Β· π 350 - 43% open Β· β±οΈ 06.04.2021):
+- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 24 Β· π 10 Β· π¦ 3.7K Β· π 350 - 43% open Β· β±οΈ 06.04.2021):
```
git clone https://github.com/ronaldoussoren/py2app
@@ -2638,30 +2627,18 @@ This curated list contains 250 awesome open-source projects with a total of 600K
pip install py2app
```
-shiv (π₯22 Β· β 1.2K) - shiv is a command line utility for building fully self contained Python.. BSD-2
+cx_Freeze (π₯22 Β· β 760) - Create standalone executables from Python scripts, with the same.. Python-2.0
-- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 33 Β· π 69 Β· π₯ 140 Β· π 87 - 31% open Β· β±οΈ 28.06.2021):
-
- ```
- git clone https://github.com/linkedin/shiv
- ```
-- [PyPi](https://pypi.org/project/shiv) (π₯ 8.1K / month Β· π¦ 10 Β· β±οΈ 30.04.2021):
- ```
- pip install shiv
- ```
-
-cx_Freeze (π₯22 Β· β 740) - Create standalone executables from Python scripts, with the same.. Python-2.0
-
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 90 Β· π 160 Β· π 680 - 10% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 90 Β· π 160 Β· π 680 - 9% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
-- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 44K / month Β· π¦ 150 Β· β±οΈ 16.12.2017):
+- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 55K / month Β· π¦ 150 Β· β±οΈ 16.12.2017):
```
pip install cx_freeze
```
-- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 83K Β· β±οΈ 15.07.2021):
+- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 88K Β· β±οΈ 15.07.2021):
```
conda install -c conda-forge cx_freeze
```
@@ -2673,19 +2650,31 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/takluyver/pynsist
```
-- [PyPi](https://pypi.org/project/pynsist) (π₯ 4.8K / month Β· π¦ 88 Β· β±οΈ 28.03.2021):
+- [PyPi](https://pypi.org/project/pynsist) (π₯ 2.8K / month Β· π¦ 88 Β· β±οΈ 28.03.2021):
```
pip install pynsist
```
+shiv (π₯21 Β· β 1.2K) - shiv is a command line utility for building fully self contained Python.. BSD-2
+
+- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 33 Β· π 69 Β· π₯ 140 Β· π 87 - 31% open Β· β±οΈ 28.06.2021):
+
+ ```
+ git clone https://github.com/linkedin/shiv
+ ```
+- [PyPi](https://pypi.org/project/shiv) (π₯ 7.7K / month Β· π¦ 10 Β· β±οΈ 30.04.2021):
+ ```
+ pip install shiv
+ ```
+
xar (π₯20 Β· β 1.5K) - executable archive format. BSD-3
-- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 22 Β· π 45 Β· π¦ 15 Β· π 29 - 27% open Β· β±οΈ 02.06.2021):
+- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 23 Β· π 45 Β· π¦ 15 Β· π 29 - 27% open Β· β±οΈ 21.07.2021):
```
git clone https://github.com/facebookincubator/xar
```
-- [PyPi](https://pypi.org/project/xar) (π₯ 250 / month Β· β±οΈ 02.12.2020):
+- [PyPi](https://pypi.org/project/xar) (π₯ 240 / month Β· β±οΈ 02.12.2020):
```
pip install xar
```
@@ -2697,14 +2686,14 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/conda/constructor
```
-- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 4.2K Β· β±οΈ 01.04.2021):
+- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 4.3K Β· β±οΈ 01.04.2021):
```
conda install -c anaconda constructor
```
PyOxidizer (π₯16 Β· β 3.1K) - A modern Python application packaging and distribution tool. MPL-2.0
-- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 34 Β· π 110 Β· π₯ 400 Β· π 350 - 58% open Β· β±οΈ 06.06.2021):
+- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 34 Β· π 120 Β· π₯ 500 Β· π 360 - 59% open Β· β±οΈ 11.08.2021):
```
git clone https://github.com/indygreg/PyOxidizer
@@ -2713,7 +2702,7 @@ This curated list contains 250 awesome open-source projects with a total of 600K
Show 2 hidden projects...
- subpar (π₯13 Β· β 490 Β· π) - Subpar is a utility for creating self-contained python.. Apache-2
-- pyship (π₯11 Β· β 12) - pyship - ship Python desktop apps to end users. MIT
+- pyship (π₯11 Β· β 13) - pyship - ship Python desktop apps to end users. MIT
@@ -2723,128 +2712,128 @@ This curated list contains 250 awesome open-source projects with a total of 600K
setuptools (π₯34 Β· β 1.4K) - Official project repository for the Setuptools build system. MIT
-- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 450 Β· π 740 Β· π₯ 110 Β· π¦ 110K Β· π 1.8K - 30% open Β· β±οΈ 15.07.2021):
+- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 450 Β· π 740 Β· π₯ 110 Β· π¦ 110K Β· π 1.8K - 30% open Β· β±οΈ 21.07.2021):
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (π₯ 100M / month Β· π¦ 58K Β· β±οΈ 15.07.2021):
+- [PyPi](https://pypi.org/project/setuptools) (π₯ 130M / month Β· π¦ 58K Β· β±οΈ 19.07.2021):
```
pip install setuptools
```
-- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 23M Β· β±οΈ 28.06.2021):
+- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 24M Β· β±οΈ 28.06.2021):
```
conda install -c conda-forge setuptools
```
-invoke (π₯32 Β· β 3.3K Β· π) - Pythonic task management & command execution. BSD-2
+buildbot (π₯32 Β· β 4.7K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
-- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 56 Β· π 290 Β· π¦ 8.2K Β· π 670 - 46% open Β· β±οΈ 12.07.2021):
-
- ```
- git clone https://github.com/pyinvoke/invoke
- ```
-- [PyPi](https://pypi.org/project/invoke) (π₯ 1.6M / month Β· π¦ 4.6K Β· β±οΈ 09.07.2021):
- ```
- pip install invoke
- ```
-- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 350K Β· β±οΈ 10.07.2021):
- ```
- conda install -c conda-forge invoke
- ```
-
-buildbot (π₯31 Β· β 4.6K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
-
-- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 790 Β· π 1.5K Β· π₯ 16K Β· π¦ 250 Β· π 1.3K - 48% open Β· β±οΈ 30.06.2021):
+- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 790 Β· π 1.5K Β· π₯ 16K Β· π¦ 250 Β· π 1.4K - 47% open Β· β±οΈ 12.08.2021):
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (π₯ 57K / month Β· π¦ 890 Β· β±οΈ 19.06.2021):
+- [PyPi](https://pypi.org/project/buildbot) (π₯ 58K / month Β· π¦ 890 Β· β±οΈ 31.07.2021):
```
pip install buildbot
```
-- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 37K Β· β±οΈ 19.06.2021):
+- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 40K Β· β±οΈ 31.07.2021):
```
conda install -c conda-forge buildbot
```
-wheel (π₯31 Β· β 250) - The official binary distribution format for Python. MIT
+invoke (π₯32 Β· β 3.3K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 61 Β· π 89 Β· π 320 - 7% open Β· β±οΈ 23.05.2021):
+- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 56 Β· π 290 Β· π¦ 8.4K Β· π 670 - 46% open Β· β±οΈ 12.07.2021):
+
+ ```
+ git clone https://github.com/pyinvoke/invoke
+ ```
+- [PyPi](https://pypi.org/project/invoke) (π₯ 1.7M / month Β· π¦ 4.6K Β· β±οΈ 09.07.2021):
+ ```
+ pip install invoke
+ ```
+- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 370K Β· β±οΈ 10.07.2021):
+ ```
+ conda install -c conda-forge invoke
+ ```
+
+wheel (π₯32 Β· β 250) - The official binary distribution format for Python. MIT
+
+- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 61 Β· π 99 Β· π 320 - 9% open Β· β±οΈ 09.08.2021):
```
git clone https://github.com/pypa/wheel
```
-- [PyPi](https://pypi.org/project/wheel) (π₯ 79M / month Β· π¦ 63K Β· β±οΈ 13.12.2020):
+- [PyPi](https://pypi.org/project/wheel) (π₯ 86M / month Β· π¦ 63K Β· β±οΈ 09.08.2021):
```
pip install wheel
```
-- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 19M Β· β±οΈ 13.12.2020):
+- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 20M Β· β±οΈ 10.08.2021):
```
conda install -c conda-forge wheel
```
twine (π₯30 Β· β 1.1K) - Utilities for interacting with PyPI. Apache-2
-- [GitHub](https://github.com/pypa/twine) (π¨βπ» 100 Β· π 240 Β· π¦ 43K Β· π 360 - 12% open Β· β±οΈ 03.07.2021):
+- [GitHub](https://github.com/pypa/twine) (π¨βπ» 100 Β· π 240 Β· π¦ 44K Β· π 370 - 11% open Β· β±οΈ 01.08.2021):
```
git clone https://github.com/pypa/twine
```
-- [PyPi](https://pypi.org/project/twine) (π₯ 1.8M / month Β· π¦ 18K Β· β±οΈ 15.03.2021):
+- [PyPi](https://pypi.org/project/twine) (π₯ 2.1M / month Β· π¦ 18K Β· β±οΈ 20.07.2021):
```
pip install twine
```
-- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 300K Β· β±οΈ 17.03.2021):
+- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 320K Β· β±οΈ 20.07.2021):
```
conda install -c conda-forge twine
```
-flit (π₯27 Β· β 1.4K) - Simplified packaging of Python modules. BSD-3
+scons (π₯28 Β· β 1.2K) - SCons - a software construction tool. MIT
-- [GitHub](https://github.com/takluyver/flit) (π¨βπ» 44 Β· π 76 Β· π 250 - 33% open Β· β±οΈ 04.07.2021):
-
- ```
- git clone https://github.com/takluyver/flit
- ```
-- [PyPi](https://pypi.org/project/flit) (π₯ 78K / month Β· π¦ 230 Β· β±οΈ 01.03.2021):
- ```
- pip install flit
- ```
-- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 88K Β· β±οΈ 22.03.2021):
- ```
- conda install -c conda-forge flit
- ```
-
-scons (π₯27 Β· β 1.2K) - SCons - a software construction tool. MIT
-
-- [GitHub](https://github.com/SCons/scons) (π¨βπ» 130 Β· π 220 Β· π₯ 360 Β· π 3.3K - 20% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/SCons/scons) (π¨βπ» 130 Β· π 240 Β· π₯ 370 Β· π 3.3K - 19% open Β· β±οΈ 05.08.2021):
```
git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/scons) (π₯ 170K / month Β· π¦ 50 Β· β±οΈ 17.12.2019):
+- [PyPi](https://pypi.org/project/scons) (π₯ 190K / month Β· π¦ 50 Β· β±οΈ 17.12.2019):
```
pip install scons
```
-- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 210K Β· β±οΈ 29.06.2021):
+- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 220K Β· β±οΈ 01.08.2021):
```
conda install -c conda-forge scons
```
+flit (π₯27 Β· β 1.5K) - Simplified packaging of Python modules. BSD-3
+
+- [GitHub](https://github.com/takluyver/flit) (π¨βπ» 44 Β· π 79 Β· π 260 - 33% open Β· β±οΈ 31.07.2021):
+
+ ```
+ git clone https://github.com/takluyver/flit
+ ```
+- [PyPi](https://pypi.org/project/flit) (π₯ 74K / month Β· π¦ 230 Β· β±οΈ 31.07.2021):
+ ```
+ pip install flit
+ ```
+- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 90K Β· β±οΈ 31.07.2021):
+ ```
+ conda install -c conda-forge flit
+ ```
+
doit (π₯27 Β· β 1.1K) - task management & automation tool. MIT
-- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 56 Β· π 130 Β· π¦ 730 Β· π 260 - 25% open Β· β±οΈ 06.07.2021):
+- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 56 Β· π 130 Β· π¦ 770 Β· π 260 - 25% open Β· β±οΈ 06.07.2021):
```
git clone https://github.com/pydoit/doit
```
-- [PyPi](https://pypi.org/project/doit) (π₯ 220K / month Β· π¦ 470 Β· β±οΈ 04.09.2020):
+- [PyPi](https://pypi.org/project/doit) (π₯ 200K / month Β· π¦ 470 Β· β±οΈ 04.09.2020):
```
pip install doit
```
-- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 61K Β· β±οΈ 11.10.2020):
+- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 64K Β· β±οΈ 11.10.2020):
```
conda install -c conda-forge doit
```
@@ -2856,14 +2845,14 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (π₯ 19K / month Β· π¦ 110 Β· β±οΈ 07.05.2021):
+- [PyPi](https://pypi.org/project/pybuilder) (π₯ 18K / month Β· π¦ 110 Β· β±οΈ 07.05.2021):
```
pip install pybuilder
```
-setuptools_scm (π₯25 Β· β 470) - the blessed package to manage your versions by scm tags. MIT
+setuptools_scm (π₯25 Β· β 480) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 89 Β· π 140 Β· π 340 - 21% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 90 Β· π 140 Β· π 340 - 21% open Β· β±οΈ 10.08.2021):
```
git clone https://github.com/pypa/setuptools_scm
@@ -2872,7 +2861,7 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
pip install setuptools_scm
```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 700K Β· β±οΈ 17.03.2021):
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 720K Β· β±οΈ 17.03.2021):
```
conda install -c conda-forge setuptools_scm
```
@@ -2884,23 +2873,23 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/paver/paver
```
-- [PyPi](https://pypi.org/project/paver) (π₯ 30K / month Β· π¦ 1.9K Β· β±οΈ 31.12.2017):
+- [PyPi](https://pypi.org/project/paver) (π₯ 32K / month Β· π¦ 1.9K Β· β±οΈ 31.12.2017):
```
pip install paver
```
-- [Conda](https://anaconda.org/conda-forge/paver) (π₯ 22K Β· β±οΈ 24.07.2018):
+- [Conda](https://anaconda.org/conda-forge/paver) (π₯ 23K Β· β±οΈ 24.07.2018):
```
conda install -c conda-forge paver
```
universal-build (π₯13 Β· β 11) - Universal build utilities for containerized build pipelines. MIT
-- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 4 Β· π 3 Β· π₯ 16 Β· π¦ 3 Β· β±οΈ 19.04.2021):
+- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 4 Β· π 3 Β· π₯ 16 Β· π¦ 5 Β· β±οΈ 19.04.2021):
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 360 / month Β· β±οΈ 12.12.2020):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 390 / month Β· β±οΈ 12.12.2020):
```
pip install universal-build
```
@@ -2916,30 +2905,30 @@ This curated list contains 250 awesome open-source projects with a total of 600K
-psutil (π₯35 Β· β 7.5K) - Cross-platform lib for process and system monitoring in Python. BSD-3
+psutil (π₯37 Β· β 7.6K Β· π) - Cross-platform lib for process and system monitoring in Python. BSD-3
-- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 160 Β· π 1.1K Β· π¦ 95K Β· π 1.5K - 12% open Β· β±οΈ 29.06.2021):
+- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 160 Β· π 1.1K Β· π¦ 100K Β· π 1.5K - 13% open Β· β±οΈ 05.08.2021):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 24M / month Β· π¦ 25K Β· β±οΈ 19.12.2020):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 25M / month Β· π¦ 25K Β· β±οΈ 19.12.2020):
```
pip install psutil
```
-- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 7.3M Β· β±οΈ 29.06.2021):
+- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 7.6M Β· β±οΈ 29.06.2021):
```
conda install -c conda-forge psutil
```
Glances (π₯30 Β· β 19K) - Glances an Eye on your system. A top/htop alternative for.. βοΈLGPL-3.0
-- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 140 Β· π 1.2K Β· π₯ 430 Β· π¦ 320 Β· π 1.4K - 14% open Β· β±οΈ 11.07.2021):
+- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 140 Β· π 1.2K Β· π₯ 430 Β· π¦ 320 Β· π 1.4K - 14% open Β· β±οΈ 07.08.2021):
```
git clone https://github.com/nicolargo/glances
```
-- [PyPi](https://pypi.org/project/glances) (π₯ 170K / month Β· π¦ 50 Β· β±οΈ 10.07.2021):
+- [PyPi](https://pypi.org/project/glances) (π₯ 190K / month Β· π¦ 50 Β· β±οΈ 24.07.2021):
```
pip install glances
```
@@ -2948,14 +2937,14 @@ This curated list contains 250 awesome open-source projects with a total of 600K
conda install -c conda-forge glances
```
-py-spy (π₯28 Β· β 7.1K Β· π) - Sampling profiler for Python programs. MIT
+py-spy (π₯28 Β· β 7.2K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 26 Β· π 250 Β· π₯ 5.8K Β· π 210 - 28% open Β· β±οΈ 15.07.2021):
+- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 27 Β· π 270 Β· π₯ 6K Β· π 230 - 32% open Β· β±οΈ 11.08.2021):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 680K / month Β· π¦ 50 Β· β±οΈ 16.05.2021):
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 650K / month Β· π¦ 50 Β· β±οΈ 31.07.2021):
```
pip install py-spy
```
@@ -2967,11 +2956,11 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/line_profiler) (π₯ 320K / month Β· π¦ 690 Β· β±οΈ 20.12.2017):
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 260K / month Β· π¦ 690 Β· β±οΈ 20.12.2017):
```
pip install line_profiler
```
-- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 190K Β· β±οΈ 05.06.2021):
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 200K Β· β±οΈ 05.06.2021):
```
conda install -c conda-forge line_profiler
```
@@ -2983,58 +2972,58 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/pythonprofilers/memory_profiler
```
-- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 350K / month Β· π¦ 530 Β· β±οΈ 16.08.2018):
+- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 310K / month Β· π¦ 530 Β· β±οΈ 16.08.2018):
```
pip install memory_profiler
```
-pyinstrument (π₯27 Β· β 2.9K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
+Yappi (π₯27 Β· β 680) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT
-- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 29 Β· π 110 Β· π¦ 290 Β· π 83 - 27% open Β· β±οΈ 29.06.2021):
-
- ```
- git clone https://github.com/joerick/pyinstrument
- ```
-- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 160K / month Β· π¦ 140 Β· β±οΈ 03.05.2021):
- ```
- pip install pyinstrument
- ```
-- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 75K Β· β±οΈ 03.05.2021):
- ```
- conda install -c conda-forge pyinstrument
- ```
-
-Yappi (π₯26 Β· β 670) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT
-
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 24 Β· π 47 Β· π¦ 440 Β· π 46 - 30% open Β· β±οΈ 01.06.2021):
+- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 25 Β· π 48 Β· π¦ 450 Β· π 48 - 29% open Β· β±οΈ 10.08.2021):
```
git clone https://github.com/sumerc/yappi
```
-- [PyPi](https://pypi.org/project/yappi) (π₯ 320K / month Β· π¦ 640 Β· β±οΈ 27.11.2020):
+- [PyPi](https://pypi.org/project/yappi) (π₯ 640K / month Β· π¦ 640 Β· β±οΈ 27.11.2020):
```
pip install yappi
```
-- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 84K Β· β±οΈ 28.11.2020):
+- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 87K Β· β±οΈ 28.11.2020):
```
conda install -c conda-forge yappi
```
-Scalene (π₯25 Β· β 4.2K Β· π) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
+Scalene (π₯25 Β· β 4.3K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 19 Β· π 150 Β· π¦ 47 Β· π 120 - 19% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 19 Β· π 150 Β· π¦ 56 Β· π 130 - 22% open Β· β±οΈ 10.08.2021):
```
git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (π₯ 5.7K / month Β· β±οΈ 12.07.2021):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 4.8K / month Β· β±οΈ 16.07.2021):
```
pip install scalene
```
-pympler (π₯25 Β· β 790 Β· π€) - Development tool to measure, monitor and analyze the memory.. Apache-2
+pyinstrument (π₯25 Β· β 3.1K Β· π) - Call stack profiler for Python. Shows you why your code is.. BSD-3
-- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 26 Β· π 67 Β· π 78 - 41% open Β· β±οΈ 15.10.2020):
+- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 29 Β· π 120 Β· π¦ 310 Β· π 85 - 21% open Β· β±οΈ 11.08.2021):
+
+ ```
+ git clone https://github.com/joerick/pyinstrument
+ ```
+- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 190K / month Β· π¦ 140 Β· β±οΈ 27.07.2021):
+ ```
+ pip install pyinstrument
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 78K Β· β±οΈ 03.05.2021):
+ ```
+ conda install -c conda-forge pyinstrument
+ ```
+
+pympler (π₯25 Β· β 800 Β· π€) - Development tool to measure, monitor and analyze the memory.. Apache-2
+
+- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 26 Β· π 67 Β· π 82 - 42% open Β· β±οΈ 15.10.2020):
```
git clone https://github.com/pympler/pympler
@@ -3048,33 +3037,33 @@ This curated list contains 250 awesome open-source projects with a total of 600K
conda install -c conda-forge pympler
```
-Bpytop (π₯23 Β· β 6.8K) - Linux/OSX/FreeBSD resource monitor. Apache-2
+Bpytop (π₯23 Β· β 6.9K) - Linux/OSX/FreeBSD resource monitor. Apache-2
-- [GitHub](https://github.com/aristocratos/bpytop) (π¨βπ» 30 Β· π 260 Β· π 240 - 17% open Β· β±οΈ 07.06.2021):
+- [GitHub](https://github.com/aristocratos/bpytop) (π¨βπ» 30 Β· π 270 Β· π 250 - 19% open Β· β±οΈ 07.06.2021):
```
git clone https://github.com/aristocratos/bpytop
```
-- [PyPi](https://pypi.org/project/bpytop) (π₯ 10K / month Β· β±οΈ 07.06.2021):
+- [PyPi](https://pypi.org/project/bpytop) (π₯ 8.5K / month Β· β±οΈ 07.06.2021):
```
pip install bpytop
```
vprof (π₯22 Β· β 3.8K) - Visual profiler for Python. BSD-2
-- [GitHub](https://github.com/nvdv/vprof) (π¨βπ» 17 Β· π 160 Β· π¦ 73 Β· π 80 - 30% open Β· β±οΈ 20.02.2021):
+- [GitHub](https://github.com/nvdv/vprof) (π¨βπ» 17 Β· π 160 Β· π¦ 76 Β· π 80 - 30% open Β· β±οΈ 20.02.2021):
```
git clone https://github.com/nvdv/vprof
```
-- [PyPi](https://pypi.org/project/vprof) (π₯ 2.9K / month Β· π¦ 18 Β· β±οΈ 29.02.2020):
+- [PyPi](https://pypi.org/project/vprof) (π₯ 2.7K / month Β· π¦ 18 Β· β±οΈ 29.02.2020):
```
pip install vprof
```
Profiling (π₯20 Β· β 3K Β· π€) - Was an interactive continuous Python profiler. BSD-3
-- [GitHub](https://github.com/what-studio/profiling) (π¨βπ» 18 Β· π 110 Β· π¦ 35 Β· π 35 - 42% open Β· β±οΈ 24.08.2020):
+- [GitHub](https://github.com/what-studio/profiling) (π¨βπ» 18 Β· π 110 Β· π¦ 36 Β· π 35 - 42% open Β· β±οΈ 24.08.2020):
```
git clone https://github.com/what-studio/profiling
@@ -3086,12 +3075,12 @@ This curated list contains 250 awesome open-source projects with a total of 600K
heartrate (π₯18 Β· β 1.3K) - Simple real time visualisation of the execution of a Python program. MIT
-- [GitHub](https://github.com/alexmojaki/heartrate) (π¨βπ» 2 Β· π 110 Β· π¦ 23 Β· π 6 - 66% open Β· β±οΈ 06.07.2021):
+- [GitHub](https://github.com/alexmojaki/heartrate) (π¨βπ» 2 Β· π 110 Β· π¦ 24 Β· π 6 - 66% open Β· β±οΈ 06.07.2021):
```
git clone https://github.com/alexmojaki/heartrate
```
-- [PyPi](https://pypi.org/project/heartrate) (π₯ 310 / month Β· β±οΈ 14.08.2019):
+- [PyPi](https://pypi.org/project/heartrate) (π₯ 340 / month Β· β±οΈ 14.08.2019):
```
pip install heartrate
```
@@ -3099,7 +3088,7 @@ This curated list contains 250 awesome open-source projects with a total of 600K
Show 4 hidden projects...
- Diamond (π₯26 Β· β 1.6K Β· π) - Diamond is a python daemon that collects system metrics and publishes.. MIT
-- memory_profiler (π₯22 Β· β 63 Β· π) - Monitor Memory usage of Python code. BSD-3
+- memory_profiler (π₯22 Β· β 64 Β· π) - Monitor Memory usage of Python code. BSD-3
- pyheat (π₯18 Β· β 510 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
@@ -3109,26 +3098,26 @@ This curated list contains 250 awesome open-source projects with a total of 600K
-typed_ast (π₯29 Β· β 180) - Modified fork of CPython's ast module that parses `# type:`.. Apache-2
+typed_ast (π₯29 Β· β 190) - Modified fork of CPython's ast module that parses `# type:`.. Apache-2
- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 21 Β· π 48 Β· π 80 - 6% open Β· β±οΈ 12.04.2021):
```
git clone https://github.com/python/typed_ast
```
-- [PyPi](https://pypi.org/project/typed_ast) (π₯ 18M / month Β· π¦ 10K Β· β±οΈ 11.04.2021):
+- [PyPi](https://pypi.org/project/typed_ast) (π₯ 16M / month Β· π¦ 10K Β· β±οΈ 11.04.2021):
```
pip install typed_ast
```
gast (π₯28 Β· β 110) - Python AST that abstracts the underlying Python version. BSD-3
-- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 22 Β· π¦ 61K Β· π 23 - 8% open Β· β±οΈ 28.06.2021):
+- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 22 Β· π¦ 63K Β· β±οΈ 06.08.2021):
```
git clone https://github.com/serge-sans-paille/gast
```
-- [PyPi](https://pypi.org/project/gast) (π₯ 9.2M / month Β· π¦ 3.4K Β· β±οΈ 28.06.2021):
+- [PyPi](https://pypi.org/project/gast) (π₯ 9.3M / month Β· π¦ 3.4K Β· β±οΈ 02.08.2021):
```
pip install gast
```
@@ -3144,34 +3133,34 @@ This curated list contains 250 awesome open-source projects with a total of 600K
```
git clone https://github.com/berkerpeksag/astor
```
-- [PyPi](https://pypi.org/project/astor) (π₯ 4M / month Β· π¦ 3.8K Β· β±οΈ 10.12.2019):
+- [PyPi](https://pypi.org/project/astor) (π₯ 3.9M / month Β· π¦ 3.8K Β· β±οΈ 10.12.2019):
```
pip install astor
```
-- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 1.2M Β· β±οΈ 01.07.2020):
+- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 1.3M Β· β±οΈ 01.07.2020):
```
conda install -c conda-forge astor
```
asteval (π₯24 Β· β 120) - minimalistic evaluator of python expression using ast module. MIT
-- [GitHub](https://github.com/newville/asteval) (π¨βπ» 18 Β· π 32 Β· π¦ 590 Β· π 50 - 12% open Β· β±οΈ 22.06.2021):
+- [GitHub](https://github.com/newville/asteval) (π¨βπ» 19 Β· π 32 Β· π¦ 600 Β· π 51 - 11% open Β· β±οΈ 26.07.2021):
```
git clone https://github.com/newville/asteval
```
-- [PyPi](https://pypi.org/project/asteval) (π₯ 150K / month Β· π¦ 240 Β· β±οΈ 22.06.2021):
+- [PyPi](https://pypi.org/project/asteval) (π₯ 210K / month Β· π¦ 240 Β· β±οΈ 22.06.2021):
```
pip install asteval
```
-- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 130K Β· β±οΈ 27.02.2021):
+- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 140K Β· β±οΈ 27.02.2021):
```
conda install -c conda-forge asteval
```
Show 1 hidden projects...
-- astunparse (π₯28 Β· β 160 Β· π) - An AST unparser for Python. BSD-3
+- astunparse (π₯28 Β· β 170 Β· π) - An AST unparser for Python. BSD-3
@@ -3179,18 +3168,18 @@ This curated list contains 250 awesome open-source projects with a total of 600K
-pre-commit (π₯31 Β· β 6.2K) - A framework for managing and maintaining multi-language pre-commit.. MIT
+pre-commit (π₯32 Β· β 6.3K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 120 Β· π 460 Β· π₯ 8.5K Β· π 1.2K - 1% open Β· β±οΈ 13.07.2021):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 120 Β· π 470 Β· π₯ 10K Β· π 1.2K - 2% open Β· β±οΈ 10.08.2021):
```
git clone https://github.com/pre-commit/pre-commit
```
-- [PyPi](https://pypi.org/project/pre-commit) (π₯ 3.2M / month Β· π¦ 2.1K Β· β±οΈ 21.05.2021):
+- [PyPi](https://pypi.org/project/pre-commit) (π₯ 3.4M / month Β· π¦ 2.1K Β· β±οΈ 06.08.2021):
```
pip install pre-commit
```
-- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 630K Β· β±οΈ 27.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 660K Β· β±οΈ 07.08.2021):
```
conda install -c conda-forge pre-commit
```
diff --git a/history/2021-08-12_changes.md b/history/2021-08-12_changes.md
new file mode 100644
index 0000000..5aabd44
--- /dev/null
+++ b/history/2021-08-12_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._
+
+- psutil (π₯37 Β· β 7.6K Β· π) - Cross-platform lib for process and system monitoring in Python. BSD-3
+- mkdocs (π₯36 Β· β 13K Β· π) - Project documentation with Markdown. BSD-2
+- black (π₯34 Β· β 22K Β· π) - The uncompromising Python code formatter. MIT
+- poetry (π₯33 Β· β 16K Β· π) - Python dependency management and packaging made easy. MIT
+- python-json-logger (π₯32 Β· β 1K Β· π) - Json Formatter for the standard python logger. BSD-2
+
+## 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._
+
+- pyinstaller (π₯28 Β· β 8.3K Β· π) - Freeze (package) Python programs into stand-alone.. βοΈGPL-2.0
+- pyre-check (π₯25 Β· β 5.5K Β· π) - Performant type-checking for python. MIT
+- pyinstrument (π₯25 Β· β 3.1K Β· π) - Call stack profiler for Python. Shows you why your code is.. BSD-3
+- mypy-protobuf (π₯21 Β· β 370 Β· π) - open source tools to generate mypy stubs from protobufs. Apache-2
+- mkdocs-versioning (π₯15 Β· β 40 Β· π) - A tool that allows for versioning sites built with.. MIT
+
diff --git a/history/2021-08-12_projects.csv b/history/2021-08-12_projects.csv
new file mode 100644
index 0000000..877eb3c
--- /dev/null
+++ b/history/2021-08-12_projects.csv
@@ -0,0 +1,255 @@
+,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,open_issue_count,labels,conda_id,pypi_id,commit_count,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,dockerhub_id,github_release_downloads,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,cargo_id,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,conda_forge,updated_github_id
+0,Python.org Packaging,https://packaging.python.org/overview/,True,An Overview of Packaging for Python.,packaging,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-web-python - Testing,https://github.com/ml-tooling/best-of-web-python,True,Testing libraries & tools for python web frameworks.,testing,0,True,ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000000,2021-08-12 14:18:23.000000,2021-07-16 21:43:54.000000,86.0,2.0,1303.0,2021-07-16 21:44:03.000000,2021.07.15,21.0,6.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,unittest,https://docs.python.org/3/library/unittest.html,True,Unittest is a test framework included in the Python standard library.,testing,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,38,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000000,2021-08-12 08:06:33.000000,2021-08-10 17:18:23.000000,1525.0,4720.0,4074.0,2021-07-14 17:22:46.000000,4.1.1,155.0,668.0,810.0,['sphinx'],conda-forge/sphinx,sphinx,18047.0,257787.0,153251.0,https://pypi.org/project/sphinx,2021-07-26 17:14:02.000000,104536.0,3890642.0,3952580.0,https://anaconda.org/conda-forge/sphinx,2021-07-26 20:39:24.675000,3716289.0,1.0,,,,,,,,,,,,,,,
+4,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,37,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000000,2021-08-10 01:04:00.000000,2021-08-10 01:04:00.000000,1645.0,2896.0,22168.0,2021-05-29 03:10:16.000000,2021.5.29,298.0,386.0,560.0,,conda-forge/pipenv,pipenv,7105.0,22950.0,20676.0,https://pypi.org/project/pipenv,2021-05-29 03:10:16.000000,2274.0,3291807.0,3293710.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831000,41886.0,1.0,,,,,,,,,,,,,,,
+5,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,37,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000000,2021-08-08 02:26:37.000000,2021-08-01 18:38:09.000000,982.0,526.0,19078.0,2021-07-30 20:56:58.000000,4.62.0,121.0,105.0,299.0,,conda-forge/tqdm,tqdm,1860.0,223012.0,196774.0,https://pypi.org/project/tqdm,2021-07-30 20:54:20.000000,26238.0,28538609.0,28654858.0,https://anaconda.org/conda-forge/tqdm,2021-07-30 23:55:02.899000,7196572.0,1.0,tqdm/tqdm,8055.0,https://hub.docker.com/r/tqdm/tqdm,2021-08-01 18:47:43.398715,1.0,3782.0,,,,,,,,,
+6,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,37,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000000,2021-08-11 12:49:10.000000,2021-08-05 13:54:39.000000,1127.0,1291.0,7550.0,2020-12-19 01:19:27.000000,5.8.0,83.0,162.0,193.0,,conda-forge/psutil,psutil,5690.0,124289.0,99623.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000000,24666.0,25205766.0,25324603.0,https://anaconda.org/conda-forge/psutil,2021-06-29 02:45:06.508000,7605607.0,1.0,,,,,,,2.0,,,,,,,,
+7,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,36,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000000,2021-08-06 15:20:26.000000,2021-07-28 12:11:46.000000,1786.0,1456.0,12620.0,2021-07-18 19:32:00.000000,1.2.2,47.0,195.0,100.0,['mkdocs'],conda-forge/mkdocs,mkdocs,1566.0,19926.0,13984.0,https://pypi.org/project/mkdocs,2021-07-18 19:20:49.000000,5942.0,638917.0,641184.0,https://anaconda.org/conda-forge/mkdocs,2021-07-18 21:27:59.884000,145115.0,1.0,,,,,,,1.0,,,,,,,,
+8,mypy,https://github.com/python/mypy,,Optional static typing for Python 3 and 2 (PEP 484).,linters,36,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000000,2021-08-12 13:46:57.000000,2021-08-12 11:28:31.000000,1822.0,4766.0,11128.0,,,83.0,485.0,1843.0,,conda-forge/mypy,mypy,9691.0,47265.0,41181.0,https://pypi.org/project/mypy,2021-06-22 18:39:23.000000,6084.0,6539546.0,6564632.0,https://anaconda.org/conda-forge/mypy,2021-06-23 17:56:50.288000,1128887.0,1.0,,,,,,,,,,,,,,,
+9,pytest,https://github.com/pytest-dev/pytest,,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",testing,36,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000000,2021-08-09 18:53:52.000000,2021-08-09 13:48:47.000000,1761.0,3929.0,7632.0,2021-05-04 16:22:25.000000,6.2.4,147.0,737.0,696.0,['pytest'],conda-forge/pytest,pytest,,486723.0,356139.0,https://pypi.org/project/pytest,2021-05-04 16:21:57.000000,130584.0,29806752.0,29952278.0,https://anaconda.org/conda-forge/pytest,2021-06-29 11:51:51.458000,8877105.0,1.0,,,,,,,,,,,,,,,
+10,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,36,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000000,2021-08-12 08:35:26.000000,2021-08-09 16:34:08.000000,381.0,1090.0,2343.0,2021-07-31 13:15:21.000000,3.24.1,119.0,249.0,147.0,['pytest'],conda-forge/tox,tox,2025.0,83486.0,47086.0,https://pypi.org/project/tox,2021-07-31 13:15:21.000000,36400.0,4313981.0,4321031.0,https://anaconda.org/conda-forge/tox,2021-07-31 16:12:09.076000,331350.0,1.0,,,,,,,,,,,,,,,
+11,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,36,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000000,2021-08-09 20:21:45.000000,2021-08-09 20:21:45.000000,183.0,1252.0,1414.0,2021-03-14 23:32:11.000000,3.9.0,79.0,156.0,37.0,,conda-forge/flake8,flake8,1985.0,256352.0,185062.0,https://pypi.org/project/flake8,2021-05-08 19:52:32.000000,71290.0,11604870.0,11650018.0,https://anaconda.org/conda-forge/flake8,2021-05-10 17:37:45.968000,2799196.0,1.0,,,,,,,,,,,,,,,
+12,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,35,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000000,2021-08-05 06:31:17.000000,2021-07-25 18:02:38.000000,441.0,1218.0,4939.0,2020-12-25 10:34:25.000000,0.18.0,30.0,144.0,29.0,,conda-forge/jedi,jedi,8222.0,161415.0,145509.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000000,15906.0,15882496.0,15981020.0,https://anaconda.org/conda-forge/jedi,2021-06-29 02:44:18.629000,5714447.0,1.0,,,,,,,,,,,,,,,
+13,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,34,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000000,2021-08-12 13:16:56.000000,2021-08-12 01:50:46.000000,1393.0,1310.0,21964.0,2021-07-16 14:44:04.000000,21.7b0,31.0,263.0,297.0,,conda-forge/black,black,,80388.0,74160.0,https://pypi.org/project/black,2021-07-16 14:44:33.000000,6228.0,7684586.0,7734254.0,https://anaconda.org/conda-forge/black,2021-07-16 20:48:05.128000,1917018.0,1.0,,14916.0,,,,,1.0,,,,,,,,
+14,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,34,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000000,2021-08-12 14:36:07.000000,2021-08-12 14:25:15.000000,2390.0,4915.0,7337.0,2021-08-06 10:50:47.000000,21.2.3,110.0,629.0,1033.0,,conda-forge/pip,pip,,74959.0,56293.0,https://pypi.org/project/pip,2021-08-06 10:50:47.000000,18666.0,101370964.0,101747360.0,https://anaconda.org/conda-forge/pip,2021-08-06 12:59:38.256000,22960201.0,1.0,,,,,,,,,,,,,,,
+15,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,34,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000000,2021-08-04 18:52:30.000000,2021-05-06 22:18:19.000000,599.0,537.0,4363.0,2021-03-14 18:44:02.000000,2.7.0,12.0,125.0,113.0,,conda-forge/pycodestyle,pycodestyle,1222.0,174413.0,153183.0,https://pypi.org/project/pycodestyle,2021-03-14 18:44:02.000000,21230.0,16225417.0,16272970.0,https://anaconda.org/conda-forge/pycodestyle,2021-03-15 18:43:23.361000,2948333.0,1.0,,,,,,,,,,,,,,,
+16,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,34,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000000,2021-07-08 07:53:24.000000,2021-04-30 06:04:29.000000,244.0,333.0,3853.0,2021-04-30 06:09:29.000000,1.5.7,67.0,50.0,89.0,,conda-forge/autopep8,autopep8,2702.0,95358.0,85174.0,https://pypi.org/project/autopep8,2021-04-30 06:04:42.000000,10184.0,2053045.0,2061237.0,https://anaconda.org/conda-forge/autopep8,2021-04-30 08:34:16.877000,507925.0,1.0,,,,,,,,,,,,,,,
+17,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,34,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000000,2021-08-09 01:00:29.000000,2021-07-21 22:46:41.000000,742.0,1244.0,1403.0,2021-07-19 01:20:27.000000,57.4.0,434.0,453.0,553.0,,conda-forge/setuptools,setuptools,,169336.0,111406.0,https://pypi.org/project/setuptools,2021-07-19 01:20:16.000000,57930.0,131155337.0,131552571.0,https://anaconda.org/conda-forge/setuptools,2021-06-28 18:30:51.032000,24231243.0,1.0,,110.0,,,,,,,,,,,,,
+18,rich,https://github.com/willmcgugan/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,33,True,willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000000,2021-08-09 18:38:41.000000,2021-08-09 18:38:41.000000,848.0,487.0,28083.0,2021-08-05 20:19:04.000000,10.7.0,131.0,105.0,6.0,,conda-forge/rich,rich,2187.0,5927.0,5927.0,https://pypi.org/project/rich,2021-08-05 20:17:41.000000,0.0,1933697.0,1959397.0,https://anaconda.org/conda-forge/rich,2021-08-06 13:03:39.043000,334101.0,1.0,,,,,,,,,,,,,,,
+19,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,33,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000000,2021-08-11 17:58:06.000000,2021-08-01 09:32:21.000000,1271.0,2020.0,15922.0,2021-06-25 15:55:04.000000,1.1.7,137.0,282.0,1164.0,,conda-forge/poetry,poetry,1851.0,64.0,,https://pypi.org/project/poetry,2021-08-01 09:24:37.000000,64.0,3169805.0,3365251.0,https://anaconda.org/conda-forge/poetry,2021-06-25 19:57:08.402000,243421.0,2.0,,7710902.0,,,,,1.0,,,,,,,,
+20,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,Technical documentation that just works.,documentation,33,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000000,2021-08-11 23:05:54.429000,2021-08-11 21:50:01.000000,1724.0,1081.0,7177.0,2021-08-11 20:19:34.000000,7.2.4,210.0,125.0,7.0,['mkdocs'],conda-forge/mkdocs-material,mkdocs-material,3506.0,9440.0,7938.0,https://pypi.org/project/mkdocs-material,2021-08-11 20:19:34.000000,1502.0,482815.0,484893.0,https://anaconda.org/conda-forge/mkdocs-material,2021-08-11 23:05:54.429000,56109.0,1.0,,,,,,,,,,,,,,,
+21,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,33,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000000,2021-08-08 10:45:54.000000,2021-08-02 14:01:58.000000,1718.0,3413.0,6172.0,2021-07-19 10:40:50.000000,4.1,64.0,146.0,194.0,,conda-forge/robotframework,robotframework,12988.0,5457.0,4049.0,https://pypi.org/project/robotframework,2021-07-19 10:31:38.000000,1408.0,805531.0,806873.0,https://anaconda.org/conda-forge/robotframework,2021-07-19 12:30:18.399000,57454.0,1.0,,513.0,,,,,,,,,,,,,
+22,hypothesis,https://github.com/HypothesisWorks/hypothesis,,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",testing,33,True,HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000000,2021-08-09 13:02:27.000000,2021-08-09 13:02:22.000000,466.0,1071.0,5337.0,2021-08-07 23:57:28.000000,hypothesis-python-6.14.6,857.0,248.0,65.0,,conda-forge/hypothesis,hypothesis,10873.0,12141.0,9525.0,https://pypi.org/project/hypothesis,2021-08-07 23:57:17.000000,2616.0,2025308.0,2100127.0,https://anaconda.org/conda-forge/hypothesis,2021-08-08 03:00:42.551000,4563989.0,1.0,,,,,,,,,,,,,,,
+23,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,33,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000000,2021-08-12 13:52:06.000000,2021-08-12 13:52:06.000000,455.0,626.0,5124.0,2021-06-22 09:33:33.000000,6.2.0,93.0,157.0,127.0,,conda-forge/pip-tools,pip-tools,1610.0,3252.0,,https://pypi.org/project/pip-tools,2021-06-22 09:33:33.000000,3252.0,5819791.0,5820646.0,https://anaconda.org/conda-forge/pip-tools,2021-06-22 11:23:39.836000,13685.0,2.0,,,,,,,,,,,,,,,
+24,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,33,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000000,2021-08-12 05:47:47.000000,2021-08-12 05:47:44.000000,414.0,971.0,4076.0,2021-07-29 06:41:35.000000,5.9.3,130.0,245.0,24.0,,conda-forge/isort,isort,,211491.0,187273.0,https://pypi.org/project/isort,2021-07-29 06:40:41.000000,24218.0,18096631.0,18132471.0,https://anaconda.org/conda-forge/isort,2021-07-29 08:58:06.550000,2186266.0,2.0,,,,,,,,,,,,,,,
+25,sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,,Sphinx theme for readthedocs.org.,documentation,33,True,readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000000,2021-08-12 08:26:05.000000,2021-08-12 00:02:36.000000,1584.0,512.0,3779.0,2018-10-05 13:20:49.000000,0.4.2,23.0,108.0,175.0,['sphinx'],conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,1280.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000000,23474.0,1789510.0,1815749.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-04-06 20:57:24.009000,1574357.0,1.0,,,,,,,,,,,,,,,
+26,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,33,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000000,2021-08-06 03:07:24.000000,2021-05-28 17:28:29.000000,153.0,351.0,1058.0,2021-03-24 16:32:54.000000,2.3.1,30.0,77.0,84.0,,conda-forge/pyflakes,pyflakes,513.0,122169.0,95671.0,https://pypi.org/project/pyflakes,2021-03-24 16:32:54.000000,26498.0,12055953.0,12101341.0,https://anaconda.org/conda-forge/pyflakes,2021-03-24 22:10:26.104000,2814057.0,1.0,,,,,,,,,,,,,,,
+27,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,32,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000000,2021-08-10 20:13:48.000000,2021-08-10 12:55:03.000000,468.0,1167.0,6346.0,2021-08-06 18:37:37.000000,2.14.0,161.0,123.0,24.0,,conda-forge/pre-commit,pre-commit,2050.0,2136.0,,https://pypi.org/project/pre-commit,2021-08-06 18:32:36.000000,2136.0,3404302.0,3432219.0,https://anaconda.org/conda-forge/pre-commit,2021-08-07 16:27:22.882000,664850.0,1.0,,10133.0,,,,,,,,,,,,,
+28,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,32,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000000,2021-08-12 14:05:08.000000,2021-08-12 09:31:23.000000,1536.0,714.0,4652.0,2021-07-31 09:54:45.000000,3.3.0,113.0,792.0,650.0,,conda-forge/buildbot,buildbot,22146.0,1144.0,252.0,https://pypi.org/project/buildbot,2021-07-31 09:54:45.000000,892.0,58461.0,60486.0,https://anaconda.org/conda-forge/buildbot,2021-07-31 13:21:14.599000,39747.0,1.0,,15896.0,,,,,,,,,,,,,
+29,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,32,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000000,2021-08-12 13:55:29.000000,2021-08-09 13:09:15.000000,1061.0,6095.0,4239.0,2021-06-30 04:55:46.000000,4.10.3,100.0,365.0,2002.0,,conda-forge/conda,conda,15721.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000000,2104.0,53575.0,394591.0,https://anaconda.org/conda-forge/conda,2021-06-30 19:41:33.144000,20460968.0,2.0,,,,,,,,,,,,,,,
+30,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,32,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000000,2021-08-11 07:00:20.000000,2021-08-11 07:00:19.000000,898.0,1092.0,3929.0,2021-08-11 01:26:18.000000,20.7.2,169.0,171.0,62.0,,conda-forge/virtualenv,virtualenv,,34422.0,,https://pypi.org/project/virtualenv,2021-08-11 01:26:18.000000,34422.0,20090064.0,20110047.0,https://anaconda.org/conda-forge/virtualenv,2021-06-29 14:18:57.494000,1059127.0,2.0,,,,,,,,,,,,,,,
+31,invoke,https://github.com/pyinvoke/invoke,,Pythonic task management & command execution.,build-tools,32,True,pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000000,2021-07-27 02:27:30.000000,2021-07-12 00:36:12.000000,286.0,358.0,3348.0,2021-07-09 21:42:28.000000,1.6.0,52.0,56.0,316.0,,conda-forge/invoke,invoke,3519.0,13017.0,8415.0,https://pypi.org/project/invoke,2021-07-09 21:42:28.000000,4602.0,1744751.0,1750567.0,https://anaconda.org/conda-forge/invoke,2021-07-10 12:55:00.642000,372260.0,1.0,,,,,,,,,,,,,,,
+32,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,32,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000000,2021-07-30 14:18:15.000000,2021-07-25 12:20:36.000000,146.0,195.0,1078.0,2021-06-01 17:24:42.000000,2.12.1,42.0,67.0,100.0,['pytest'],conda-forge/pytest-cov,pytest-cov,816.0,138130.0,94736.0,https://pypi.org/project/pytest-cov,2021-06-01 17:24:42.000000,43394.0,12701713.0,12752661.0,https://anaconda.org/conda-forge/pytest-cov,2021-06-02 16:41:25.608000,3311662.0,1.0,,,,,,,,,,,,,,,
+33,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,32,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000000,2021-07-27 23:18:51.000000,2021-07-27 23:18:45.000000,152.0,45.0,1023.0,2021-07-27 23:09:33.000000,2.0.2,20.0,46.0,20.0,,conda-forge/python-json-logger,python-json-logger,196.0,17446.0,16528.0,https://pypi.org/project/python-json-logger,2021-07-27 23:09:33.000000,918.0,3513353.0,3528591.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855000,792378.0,1.0,,,,,,,4.0,,,,,,,,
+34,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,32,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000000,2021-08-09 03:00:31.000000,2021-07-27 14:53:19.000000,218.0,381.0,1021.0,2021-07-27 14:52:59.000000,1.3.1,131.0,100.0,171.0,,conda-forge/sentry-sdk,sentry-sdk,1269.0,14116.0,13130.0,https://pypi.org/project/sentry-sdk,2021-07-27 14:52:55.000000,986.0,9188752.0,9191830.0,https://anaconda.org/conda-forge/sentry-sdk,2021-07-27 17:58:10.503000,97274.0,1.0,,4476.0,,,,,,,,,,,,,
+35,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,32,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000000,2021-08-09 18:54:29.000000,2021-07-26 18:55:07.000000,150.0,238.0,743.0,2021-06-16 21:48:35.000000,2.3.0,56.0,74.0,200.0,['pytest'],conda-forge/pytest-xdist,pytest-xdist,888.0,27960.0,20618.0,https://pypi.org/project/pytest-xdist,2021-06-16 21:48:35.000000,7342.0,4651413.0,4678211.0,https://anaconda.org/conda-forge/pytest-xdist,2021-06-17 01:17:32.581000,1634715.0,1.0,,,,,,,,,,,,,,,
+36,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000000,2021-08-06 16:09:00.000000,2021-08-06 16:09:00.000000,71.0,93.0,430.0,2021-03-30 20:43:51.000000,0.8.2,25.0,41.0,8.0,,conda-forge/parso,parso,1088.0,153111.0,141747.0,https://pypi.org/project/parso,2021-03-30 20:43:51.000000,11364.0,15893045.0,15998205.0,https://anaconda.org/conda-forge/parso,2021-03-31 00:05:02.064000,4627077.0,1.0,,,,,,,,,,,,,,,
+37,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,32,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580000,2021-08-10 18:28:23.700000,2021-08-09 20:44:19.000000,99.0,294.0,249.0,2021-08-09 20:48:33.000000,0.37.0,65.0,61.0,31.0,,conda-forge/wheel,wheel,737.0,62544.0,,https://pypi.org/project/wheel,2021-08-09 20:48:33.000000,62544.0,85920852.0,86241510.0,https://anaconda.org/conda-forge/wheel,2021-08-10 18:28:23.700000,19560198.0,1.0,,,,,,,,,,,,,,,
+38,loguru,https://github.com/Delgan/loguru,,Python logging made (stupidly) simple.,logging,31,True,Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000000,2021-07-17 10:49:46.000000,2021-07-17 10:49:37.000000,421.0,382.0,9498.0,2020-09-20 07:56:32.000000,0.5.3,17.0,29.0,51.0,,conda-forge/loguru,loguru,561.0,9446.0,9104.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000000,342.0,1440946.0,1448480.0,https://anaconda.org/conda-forge/loguru,2021-04-19 15:15:46.138000,226039.0,2.0,,,,,,,,,,,,,,,
+39,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,31,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000000,2021-07-30 01:53:57.000000,2021-07-08 00:57:12.000000,725.0,175.0,5383.0,2021-07-07 17:05:04.000000,0.9.53,50.0,51.0,326.0,,conda-forge/pyautogui,pyautogui,395.0,10061.0,9453.0,https://pypi.org/project/pyautogui,2021-07-07 17:05:04.000000,608.0,484060.0,486984.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308000,131584.0,2.0,,,,,,,,,,,,,,,
+40,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,31,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000000,2021-08-12 07:14:07.000000,2021-08-12 06:59:31.000000,738.0,2845.0,3470.0,2021-07-28 18:51:39.000000,2.9.6,114.0,406.0,726.0,,conda-forge/pylint,pylint,,37734.0,,https://pypi.org/project/pylint,2021-07-28 18:51:39.000000,37734.0,12328611.0,12363696.0,https://anaconda.org/conda-forge/pylint,2021-07-28 21:01:30.049000,2105141.0,2.0,,,,,,,,,,,,,,,
+41,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,31,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000000,2021-07-20 21:25:13.000000,2021-06-29 04:22:51.000000,346.0,366.0,3409.0,2020-12-13 02:48:28.000000,1.7.0,31.0,132.0,178.0,,conda-forge/bandit,bandit,1175.0,9952.0,7598.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000000,2354.0,1735529.0,1738573.0,https://anaconda.org/conda-forge/bandit,2021-03-10 05:39:36.125000,82163.0,1.0,,68.0,,,,,,,,,,,,,
+42,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,31,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000000,2021-08-02 19:04:19.000000,2021-08-02 19:04:19.000000,196.0,167.0,2964.0,2021-01-20 07:45:20.000000,1.1.0,56.0,95.0,67.0,,conda-forge/freezegun,freezegun,525.0,17023.0,8671.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000000,8352.0,3835445.0,3839320.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014000,251876.0,2.0,,,,,,,,,,,,,,,
+43,ipdb,https://github.com/gotcha/ipdb,,Integration of IPython pdb.,debugging,31,True,gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000000,2021-07-30 14:03:48.000000,2021-06-02 11:43:55.000000,132.0,110.0,1461.0,2021-06-02 11:43:46.000000,0.13.9,41.0,48.0,53.0,,conda-forge/ipdb,ipdb,351.0,44290.0,27392.0,https://pypi.org/project/ipdb,2021-06-02 11:43:46.000000,16898.0,1640374.0,1643485.0,https://anaconda.org/conda-forge/ipdb,2021-06-24 04:21:01.798000,189798.0,1.0,,,,,,,,,,,,,,,
+44,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,31,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000000,2021-07-19 14:00:45.000000,2019-10-16 17:48:40.000000,157.0,125.0,1403.0,2019-01-16 20:35:25.000000,1.4.3,41.0,76.0,56.0,,conda-forge/logbook,logbook,1194.0,4735.0,2671.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000000,2064.0,626893.0,628555.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145000,48116.0,2.0,,273.0,,,,,,,,,,,,,
+45,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,31,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000000,2021-04-09 10:35:26.000000,2016-03-04 01:16:26.000000,358.0,461.0,1343.0,2015-06-02 09:12:36.000000,1.3.7,14.0,95.0,447.0,,conda-forge/nose,nose,1004.0,199207.0,112733.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000000,86474.0,4093581.0,4122426.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277000,1817281.0,2.0,,,,,,,,,,,,,,,
+46,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,31,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376000,2021-07-14 05:26:22.000000,2021-03-04 09:33:31.000000,69.0,58.0,916.0,2021-02-22 07:34:12.000000,0.8.9,25.0,67.0,33.0,,conda-forge/tabulate,tabulate,502.0,57031.0,48929.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000000,8102.0,24893035.0,24913295.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132000,1276425.0,2.0,,,,,,,,,,,,,,,
+47,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,31,False,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000000,2021-06-21 16:20:37.000000,2020-01-10 23:50:18.000000,173.0,52.0,620.0,2018-10-03 01:39:17.000000,0.7.12,24.0,28.0,79.0,['sphinx'],conda-forge/alabaster,alabaster,350.0,64302.0,49404.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000000,14898.0,3453723.0,3497868.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017000,2692866.0,2.0,,,,,,,,,,,,,,,
+48,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,31,True,TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000000,2021-08-06 20:21:21.000000,2021-08-06 20:21:20.000000,174.0,136.0,461.0,2021-07-20 20:24:19.000000,3.2.0,40.0,59.0,8.0,['pytest'],,coveralls,427.0,35502.0,18494.0,https://pypi.org/project/coveralls,2021-07-20 20:24:19.000000,17008.0,450277.0,450277.0,,,,2.0,,,,,,,,,,,,,,,
+49,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,31,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000000,2021-07-24 18:39:52.000000,2021-07-23 14:23:55.000000,159.0,152.0,318.0,2021-07-23 20:58:52.000000,21.0,36.0,70.0,55.0,,conda-forge/packaging,packaging,,266767.0,237567.0,https://pypi.org/project/packaging,2021-07-03 12:32:30.000000,29200.0,66230609.0,66372835.0,https://anaconda.org/conda-forge/packaging,2021-07-03 14:49:57.465000,8817754.0,1.0,,128.0,,,,,,,,,,,,,
+50,Glances,https://github.com/nicolargo/glances,,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",profiling,30,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000000,2021-08-07 15:49:13.000000,2021-08-07 15:48:56.000000,1217.0,1184.0,18944.0,2021-07-24 17:36:58.000000,3.2.2,57.0,145.0,208.0,,conda-forge/glances,glances,4110.0,369.0,319.0,https://pypi.org/project/glances,2021-07-24 16:10:49.000000,50.0,186806.0,188987.0,https://anaconda.org/conda-forge/glances,2021-06-07 19:57:42.205000,141481.0,1.0,,427.0,,,,,,,,,,,,,
+51,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,30,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000000,2021-07-19 01:17:12.000000,2021-07-19 01:17:12.000000,791.0,379.0,11949.0,2020-04-23 19:07:36.000000,0.30.0,67.0,130.0,319.0,,conda-forge/yapf,yapf,,25925.0,22519.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000000,3406.0,1749955.0,1761898.0,https://anaconda.org/conda-forge/yapf,2021-04-19 00:01:27.357000,740522.0,3.0,,,,,,,,,,,,,,,
+52,factory_boy,https://github.com/FactoryBoy/factory_boy,,A test fixtures replacement for Python.,testing,30,True,FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000000,2021-07-19 08:50:10.000000,2021-07-19 08:50:10.000000,328.0,344.0,2588.0,2018-05-05 15:05:40.000000,2.11.1,36.0,117.0,151.0,,conda-forge/factory_boy,factory_boy,889.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000000,4256.0,1664814.0,1666154.0,https://anaconda.org/conda-forge/factory_boy,2021-04-04 01:17:30.466000,79092.0,2.0,,,,,,,,,,,,,,,
+53,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,30,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000000,2021-08-09 14:15:09.000000,2021-08-01 12:32:37.000000,241.0,325.0,1143.0,2021-07-24 12:41:53.000000,3.4.2,43.0,103.0,44.0,,conda-forge/twine,twine,,61606.0,44102.0,https://pypi.org/project/twine,2021-07-20 16:24:13.000000,17504.0,2116112.0,2121365.0,https://anaconda.org/conda-forge/twine,2021-07-20 19:18:02.428000,315188.0,2.0,,,,,,,,,,,,,,,
+54,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,30,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000000,2021-07-26 19:38:01.000000,2021-07-26 19:37:59.000000,95.0,89.0,1131.0,2021-05-18 11:53:27.000000,3.6.1,52.0,54.0,10.0,['pytest'],conda-forge/pytest-mock,pytest-mock,,24487.0,18307.0,https://pypi.org/project/pytest-mock,2021-05-06 19:21:18.000000,6180.0,4236325.0,4253908.0,https://anaconda.org/conda-forge/pytest-mock,2021-05-07 01:15:17.653000,1072613.0,2.0,,,,,,,,,,,,,,,
+55,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,30,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000000,2021-08-12 11:32:39.000000,2021-08-12 11:32:38.000000,146.0,194.0,798.0,2021-05-17 20:37:45.000000,6.1.1,17.0,72.0,75.0,,conda-forge/pydocstyle,pydocstyle,711.0,22049.0,18129.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000000,3920.0,2031058.0,2037653.0,https://anaconda.org/conda-forge/pydocstyle,2021-05-18 22:35:13.379000,402346.0,2.0,,56.0,,,,,,,,,,,,,
+56,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,29,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000000,2021-05-24 23:17:20.000000,2021-05-19 15:13:17.000000,5681.0,95.0,17692.0,2020-07-01 21:59:00.000000,1.1.0,13.0,65.0,51.0,['sphinx'],conda-forge/numpydoc,numpydoc,,34473.0,27125.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000000,7348.0,241779.0,256586.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384000,814434.0,2.0,,,,,,,,,,,,,,,
+57,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,29,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000000,2021-07-31 02:34:30.000000,2021-05-19 08:23:53.000000,896.0,93.0,14547.0,2021-05-19 08:24:40.000000,0.5.0,54.0,26.0,18.0,,conda-forge/pysnooper,pysnooper,299.0,511.0,465.0,https://pypi.org/project/pysnooper,2021-05-19 08:24:40.000000,46.0,71858.0,73303.0,https://anaconda.org/conda-forge/pysnooper,2021-05-19 12:14:49.747000,39031.0,1.0,,,,,,,,,,,,,,,
+58,pipreqs,https://github.com/bndr/pipreqs,,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,dependency-managers,29,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000000,2021-07-20 07:34:29.000000,2021-05-05 05:08:31.000000,228.0,88.0,3577.0,2019-11-14 11:06:56.000000,0.4.10,38.0,50.0,82.0,,conda-forge/pipreqs,pipreqs,300.0,6747.0,6219.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000000,528.0,96299.0,96670.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131000,21944.0,3.0,,,,,,,,,,,,,,,
+59,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,29,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000000,2021-08-12 12:50:11.000000,2021-08-10 07:53:03.000000,278.0,877.0,1576.0,2021-06-21 19:33:18.000000,0.15.3,52.0,147.0,82.0,,,wemake-python-styleguide,1803.0,568.0,554.0,https://pypi.org/project/wemake-python-styleguide,2021-06-21 16:28:55.000000,14.0,68555.0,68555.0,,,,2.0,,,,,,,,,,,,,,,
+60,rope,https://github.com/python-rope/rope,,a python refactoring library.,refactoring,29,True,python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000000,2021-08-10 05:50:33.000000,2021-08-10 05:50:32.000000,142.0,116.0,1162.0,2020-10-07 16:08:59.000000,0.18.0,19.0,64.0,72.0,,conda-forge/rope,rope,1883.0,33474.0,30542.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000000,2932.0,390512.0,401205.0,https://anaconda.org/conda-forge/rope,2021-05-30 20:11:33.599000,556059.0,1.0,,,,,,,,,,,,,,,
+61,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,29,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000000,2021-07-16 14:34:59.000000,2021-05-30 22:55:43.000000,84.0,96.0,767.0,2021-04-21 23:04:29.000000,0.15.1,20.0,26.0,65.0,['pytest'],conda-forge/pytest-asyncio,pytest-asyncio,177.0,16495.0,14467.0,https://pypi.org/project/pytest-asyncio,2021-04-21 23:04:29.000000,2028.0,1580481.0,1591016.0,https://anaconda.org/conda-forge/pytest-asyncio,2021-05-21 05:59:51.013000,537334.0,2.0,,,,,,,,,,,,,,,
+62,flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in..,linters,29,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000000,2021-08-11 01:02:42.000000,2021-08-11 01:02:42.000000,45.0,54.0,567.0,2021-04-01 21:21:59.000000,21.4.3,34.0,38.0,42.0,['flake8'],conda-forge/flake8-bugbear,flake8-bugbear,164.0,5516.0,4476.0,https://pypi.org/project/flake8-bugbear,2021-04-01 21:21:59.000000,1040.0,986211.0,1001769.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-04-02 22:23:40.112000,373394.0,2.0,,,,,,,,,,,,,,,
+63,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,29,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000000,2021-08-07 17:21:39.000000,2021-05-18 23:33:51.000000,138.0,340.0,544.0,2021-05-06 19:46:25.000000,4.30.0,59.0,95.0,109.0,,conda-forge/breathe,breathe,1467.0,6904.0,4896.0,https://pypi.org/project/breathe,2021-05-06 19:45:36.000000,2008.0,97972.0,101656.0,https://anaconda.org/conda-forge/breathe,2021-05-08 22:53:25.599000,212295.0,2.0,,96.0,,,,,,,,,,,,,
+64,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,29,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000000,2021-08-10 00:50:21.000000,2021-01-23 03:26:17.000000,170.0,180.0,432.0,2020-12-13 15:24:58.000000,3.1.1,44.0,43.0,81.0,['pytest'],conda-forge/pytest-html,pytest-html,376.0,12581.0,11597.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000000,984.0,1468389.0,1471413.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698000,154257.0,2.0,,,,,,,,,,,,,,,
+65,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,29,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000000,2021-06-05 10:04:22.000000,2021-06-05 10:03:49.000000,66.0,,218.0,2021-04-21 10:37:50.000000,4.1.0,37.0,182.0,,['flake8'],,hacking,1052.0,8690.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000000,8690.0,170907.0,170907.0,,,,2.0,,,,,,,,,,,,,,,
+66,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,29,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000000,2021-04-12 00:18:06.000000,2021-04-12 00:18:06.000000,48.0,75.0,188.0,2021-04-11 23:57:40.000000,1.4.3,29.0,21.0,5.0,,,typed_ast,173.0,10362.0,,https://pypi.org/project/typed_ast,2021-04-11 23:57:40.000000,10362.0,15928298.0,15928298.0,,,,1.0,,,,,,,,,,,,,,,
+67,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,28,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000000,2021-08-11 11:57:06.000000,2021-08-11 11:57:05.000000,1691.0,3906.0,8325.0,2021-08-07 05:53:00.000000,4.5.1,31.0,405.0,327.0,,conda-forge/pyinstaller,pyinstaller,8019.0,0.0,,https://pypi.org/project/pyinstaller,2021-08-07 05:48:19.000000,0.0,550382.0,562053.0,https://anaconda.org/conda-forge/pyinstaller,2021-08-09 00:07:56.170000,252449.0,1.0,,715691.0,,,,,-6.0,,,,,,,,
+68,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,28,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000000,2021-08-12 03:41:00.000000,2021-08-11 21:20:15.000000,266.0,154.0,7170.0,2021-07-31 06:45:09.000000,0.3.8,31.0,27.0,74.0,,,py-spy,403.0,50.0,,https://pypi.org/project/py-spy,2021-07-31 06:45:09.000000,50.0,648800.0,649041.0,,,,2.0,,6043.0,,,,,,py-spy,,,,,,,
+69,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,28,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000000,2021-08-12 07:23:15.000000,2021-08-08 23:23:54.000000,426.0,390.0,4997.0,2021-07-29 18:15:53.000000,1.13.1,56.0,21.0,16.0,,,playwright,398.0,352.0,352.0,https://pypi.org/project/playwright,2021-07-29 18:15:53.000000,0.0,98601.0,98601.0,,,,2.0,,,,,,,,,,,,,,,
+70,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,28,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151000,2021-07-30 01:03:50.000000,2021-06-25 15:57:31.000000,250.0,12.0,3527.0,2021-04-30 19:15:30.000000,3.2.5,8.0,25.0,33.0,,conda-forge/line_profiler,line_profiler,162.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000000,692.0,256576.0,259737.0,https://anaconda.org/conda-forge/line_profiler,2021-06-05 03:09:37.408000,199185.0,2.0,,,,,,,,,,,,,,,
+71,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,28,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000000,2021-08-12 00:09:08.000000,2021-08-11 22:08:02.000000,201.0,334.0,3381.0,2021-08-12 00:03:24.000000,2021.8.11,107.0,63.0,94.0,,conda-forge/pytype,pytype,4540.0,88.0,,https://pypi.org/project/pytype,2021-08-12 00:03:24.000000,88.0,97592.0,101403.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617000,57179.0,2.0,,,,,,,,,,,,,,,
+72,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,28,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000000,2021-08-09 10:10:30.000000,2021-08-09 10:10:21.000000,274.0,283.0,3328.0,2021-06-20 13:16:14.000000,5.0.0,31.0,106.0,5.0,,,mimesis,2011.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000000,84.0,120560.0,120562.0,,,,2.0,,174.0,,,,,,,,,,,,,
+73,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,28,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000000,2021-08-02 15:30:19.000000,2021-08-02 15:30:19.000000,402.0,114.0,1274.0,,,8.0,76.0,54.0,,conda-forge/pyelftools,pyelftools,572.0,3260.0,2376.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000000,884.0,607831.0,608917.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901000,70610.0,2.0,,,,,,,,,,,,,,,
+74,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,28,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000000,2021-08-08 13:25:20.000000,2021-08-08 13:24:47.000000,94.0,135.0,1233.0,2021-06-08 16:35:34.000000,5.0.1,53.0,49.0,20.0,,conda-forge/radon,radon,521.0,3007.0,1909.0,https://pypi.org/project/radon,2021-08-08 13:25:20.000000,1098.0,385152.0,385854.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841000,32303.0,1.0,,,,,,,,,,,,,,,
+75,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,28,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579000,2021-08-11 15:46:58.000000,2021-08-05 21:00:28.000000,236.0,2649.0,1205.0,2021-08-05 19:31:22.000000,4.2.0,14.0,134.0,653.0,,conda-forge/scons,scons,7416.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000000,50.0,191848.0,195945.0,https://anaconda.org/conda-forge/scons,2021-08-01 10:59:18.245000,216556.0,2.0,,372.0,,,,,,,,,,,,,
+76,progressbar2,https://github.com/WoLpH/python-progressbar,,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,logging,28,True,WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000000,2021-08-01 16:40:40.000000,2021-08-01 16:40:24.000000,93.0,184.0,719.0,2020-09-09 13:36:59.000000,3.53.1,94.0,38.0,9.0,,conda-forge/progressbar2,progressbar2,867.0,13081.0,10885.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000000,2196.0,1262442.0,1267964.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844000,318405.0,2.0,,1609.0,,,,,,,,,,,,,
+77,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,28,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000000,2021-06-30 09:10:18.153000,2021-06-14 17:01:47.000000,75.0,64.0,703.0,2021-04-13 13:51:48.000000,5.0.1,60.0,30.0,2.0,,conda-forge/colorlog,colorlog,,14522.0,10856.0,https://pypi.org/project/colorlog,2021-06-14 17:02:48.000000,3666.0,5203318.0,5209620.0,https://anaconda.org/conda-forge/colorlog,2021-06-30 09:10:18.153000,403364.0,2.0,,,,,,,,,,,,,,,
+78,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,28,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000000,2021-07-02 16:32:54.000000,2021-07-02 16:32:54.000000,134.0,199.0,687.0,2021-01-27 21:57:28.000000,0.10.0,26.0,71.0,55.0,,conda-forge/nose2,nose2,1002.0,5897.0,3959.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000000,1938.0,446253.0,447143.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004000,34748.0,2.0,,,,,,,,,,,,,,,
+79,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,28,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000000,2021-07-21 12:10:40.000000,2021-03-29 11:37:20.000000,170.0,203.0,514.0,2021-03-08 07:25:44.000000,2.13.4,103.0,89.0,138.0,,,zc.buildout,1616.0,1974.0,,https://pypi.org/project/zc.buildout,2021-03-09 08:12:12.000000,1974.0,92704.0,92704.0,,,,2.0,,,,,,,,,,,,,,,
+80,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,28,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000000,2021-08-05 01:27:26.000000,2021-04-26 10:09:38.000000,102.0,150.0,473.0,2021-04-09 06:40:49.000000,2.4.3,49.0,58.0,28.0,['pylint'],conda-forge/pylint-django,pylint-django,547.0,16682.0,14436.0,https://pypi.org/project/pylint-django,2021-04-09 06:39:56.000000,2246.0,602312.0,603713.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984000,83569.0,2.0,,203.0,,,,,,,,,,,,,
+81,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,28,True,xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000000,2021-06-11 10:22:42.000000,2021-06-11 10:22:09.000000,36.0,49.0,426.0,2021-06-11 10:22:42.000000,15.0.1,63.0,16.0,25.0,,,coloredlogs,273.0,10622.0,8526.0,https://pypi.org/project/coloredlogs,2021-06-11 10:22:42.000000,2096.0,1802609.0,1802609.0,,,,2.0,,,,,,,,,,,,,,,
+82,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,28,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000000,2021-04-02 23:49:37.000000,2021-04-02 23:49:37.000000,40.0,34.0,417.0,2017-01-26 22:13:14.000000,0.6.1,11.0,21.0,7.0,,conda-forge/mccabe,mccabe,142.0,240308.0,209298.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000000,31010.0,20459194.0,20507817.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536000,3014681.0,1.0,,,,,,,,,,,,,,,
+83,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,28,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000000,2021-08-08 04:41:02.577000,2021-08-08 02:43:05.000000,53.0,66.0,327.0,2021-08-08 02:45:08.000000,0.12.1,23.0,29.0,12.0,,conda-forge/pep8-naming,pep8-naming,230.0,10208.0,7180.0,https://pypi.org/project/pep8-naming,2021-08-08 02:45:08.000000,3028.0,998528.0,1001494.0,https://anaconda.org/conda-forge/pep8-naming,2021-08-08 04:41:02.577000,195784.0,2.0,,,,,,,,,,,,,,,
+84,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,28,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000000,2021-07-27 09:28:31.000000,2019-12-22 18:11:19.000000,39.0,21.0,171.0,2019-12-22 18:12:11.000000,1.6.3,11.0,10.0,18.0,,conda-forge/astunparse,astunparse,86.0,25634.0,25452.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000000,182.0,4378110.0,4386337.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426000,411368.0,2.0,,,,,,,,,,,,,,,
+85,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,28,True,serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000000,2021-08-06 10:14:34.000000,2021-08-06 10:14:34.000000,22.0,24.0,113.0,2021-08-02 05:45:24.000000,0.5.2,19.0,10.0,,,conda-forge/gast,gast,90.0,66521.0,63133.0,https://pypi.org/project/gast,2021-08-02 05:45:24.000000,3388.0,9267704.0,9298805.0,https://anaconda.org/conda-forge/gast,2021-06-29 07:42:31.263000,1212971.0,2.0,,,,,,,,,,,,,,,
+86,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,27,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000000,2021-08-02 00:39:09.000000,2021-08-02 00:38:41.000000,4406.0,4339.0,20762.0,2021-07-04 21:08:17.000000,1.5.7,70.0,108.0,47.0,,,sqlmap,9796.0,8.0,,https://pypi.org/project/sqlmap,2021-08-02 00:39:01.000000,8.0,13258.0,13258.0,,,,2.0,,,,,,,,,,,,,,,
+87,Nuitka,https://github.com/Nuitka/Nuitka,,"Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,..",packaging,27,True,Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000000,2021-08-12 08:34:12.000000,2021-08-09 10:34:56.000000,325.0,758.0,5656.0,2021-06-24 10:11:18.000000,0.6.16,156.0,102.0,218.0,,conda-forge/nuitka,nuitka,7882.0,54.0,,https://pypi.org/project/nuitka,2021-08-09 11:32:30.000000,54.0,21160.0,25883.0,https://anaconda.org/conda-forge/nuitka,2021-08-10 06:39:05.844000,302320.0,2.0,,,,,,,,,,,,,,,
+88,coala,https://github.com/coala/coala,,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",linters,27,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000000,2021-07-02 15:56:52.000000,2021-06-11 17:11:55.000000,1354.0,2371.0,3221.0,2017-05-30 10:07:57.000000,0.11.1,730.0,482.0,836.0,,,coala-bears,4487.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000000,208.0,7815.0,7816.0,,,,2.0,,146.0,,,,,,,,,,,,,
+89,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,27,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000000,2021-06-12 20:24:38.000000,2021-06-12 20:24:38.000000,309.0,100.0,3030.0,2018-08-16 03:16:49.000000,0.54.0,52.0,88.0,92.0,,,memory_profiler,638.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,534.0,309826.0,309826.0,,,,2.0,,,,,,,,,,,,,,,
+90,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,27,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000000,2021-07-27 04:36:26.000000,2021-07-20 13:58:03.000000,182.0,141.0,2171.0,2017-09-02 18:52:28.000000,2017.1.4,69.0,78.0,140.0,,conda-forge/pudb,pudb,,3909.0,2483.0,https://pypi.org/project/pudb,2021-05-08 20:11:53.000000,1426.0,256579.0,258324.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154000,106495.0,2.0,,,,,,,,,,,,,,,
+91,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,27,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000000,2021-08-11 04:54:28.000000,2021-08-11 04:36:20.000000,139.0,157.0,1588.0,2021-02-18 16:17:00.000000,21.1.0,23.0,74.0,33.0,,conda-forge/structlog,structlog,,4710.0,3504.0,https://pypi.org/project/structlog,2021-02-18 16:06:29.000000,1206.0,2245891.0,2247922.0,https://anaconda.org/conda-forge/structlog,2021-02-22 14:39:08.894000,123947.0,3.0,,,,,,,,,,,,,,,
+92,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,27,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000000,2021-08-12 14:07:09.000000,2021-07-31 15:56:50.000000,79.0,169.0,1463.0,2021-07-31 15:27:36.000000,3.3.0,40.0,44.0,87.0,,conda-forge/flit,flit,913.0,226.0,,https://pypi.org/project/flit,2021-07-31 15:27:36.000000,226.0,73990.0,75662.0,https://anaconda.org/conda-forge/flit,2021-07-31 18:54:02.848000,90288.0,3.0,,,,,,,,,,,,,,,
+93,doit,https://github.com/pydoit/doit,,task management & automation tool.,build-tools,27,True,pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000000,2021-07-06 19:46:48.000000,2021-07-06 19:44:10.000000,130.0,192.0,1076.0,2020-09-04 06:38:01.000000,0.33.1,43.0,56.0,64.0,,conda-forge/doit,doit,1367.0,1235.0,769.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000000,466.0,203705.0,205156.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103000,63875.0,3.0,,,,,,,,,,,,,,,
+94,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,27,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000000,2021-06-14 13:01:06.000000,2021-06-14 13:01:06.000000,83.0,78.0,791.0,2021-04-17 19:47:26.000000,3.4.1,41.0,33.0,75.0,['pytest'],conda-forge/pytest-benchmark,pytest-benchmark,986.0,2781.0,2051.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000000,730.0,337121.0,348393.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860000,732699.0,3.0,,,,,,,,,,,,,,,
+95,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,27,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000000,2021-07-18 14:37:30.000000,2021-07-12 13:20:31.000000,44.0,112.0,770.0,2021-07-09 22:22:20.000000,0.10.3,26.0,39.0,64.0,,conda-forge/pdbpp,pdbpp,691.0,3214.0,2186.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000000,1028.0,371460.0,372750.0,https://anaconda.org/conda-forge/pdbpp,2021-07-11 15:21:48.419000,61947.0,2.0,,,,,,,,,,,,,,,
+96,pytest-sugar,https://github.com/Teemu/pytest-sugar,,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",testing,27,True,Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000000,2020-10-24 19:01:48.000000,2020-10-24 18:04:51.000000,54.0,68.0,723.0,2020-07-06 18:40:33.000000,0.9.4,25.0,36.0,35.0,['pytest'],conda-forge/pytest-sugar,pytest-sugar,344.0,12416.0,7836.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000000,4580.0,489256.0,491500.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029000,107757.0,3.0,,,,,,,,,,,,,,,
+97,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,27,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000000,2021-08-10 09:21:13.000000,2021-08-10 09:21:13.000000,48.0,34.0,682.0,2020-11-27 15:28:40.000000,1.3.2,17.0,25.0,14.0,,conda-forge/yappi,yappi,645.0,1086.0,446.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000000,640.0,638166.0,639908.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992000,87100.0,2.0,,,,,,,,,,,,,,,
+98,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,27,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000000,2021-03-15 17:27:04.000000,2021-03-15 17:27:04.000000,84.0,72.0,594.0,2019-12-10 01:50:33.000000,0.8.1,14.0,31.0,34.0,,conda-forge/astor,astor,261.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000000,3756.0,3937582.0,3961888.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971000,1263942.0,3.0,,,,,,,,,,,,,,,
+99,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,27,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000000,2021-03-12 20:36:06.000000,2021-03-12 20:34:54.000000,96.0,30.0,389.0,2021-03-12 20:36:06.000000,1.4.2,26.0,34.0,17.0,,conda-forge/ddt,ddt,211.0,6158.0,3674.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000000,2484.0,267866.0,269041.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932000,62286.0,3.0,,,,,,,,,,,,,,,
+100,pyenv,https://github.com/pyenv/pyenv,,Simple Python version management.,virtual-envs,26,True,pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000000,2021-08-11 02:27:31.000000,2021-08-04 20:23:24.000000,2108.0,1274.0,24239.0,2021-07-25 08:54:47.000000,2.0.4,46.0,329.0,34.0,,,pyenv,2648.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000000,1.0,5862.0,5862.0,,,,2.0,,,,,,,,,,,,,,,
+101,gdbgui,https://github.com/cs01/gdbgui,,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",debugging,26,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000000,2021-08-10 22:01:51.000000,2021-06-01 09:37:14.000000,473.0,161.0,8106.0,2021-05-20 07:34:40.000000,0.13.2.2,91.0,36.0,114.0,,,gdbgui,421.0,100.0,98.0,https://pypi.org/project/gdbgui,2021-05-20 07:33:03.000000,2.0,93163.0,93517.0,,,,3.0,,4605.0,,,,,,,,,,,,,
+102,detect-secrets,https://github.com/Yelp/detect-secrets,,An enterprise friendly way of detecting and preventing secrets in code.,security,26,True,Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000000,2021-08-11 09:31:30.000000,2021-08-01 20:36:31.000000,218.0,151.0,1935.0,2021-04-14 21:25:44.000000,1.1.0,34.0,51.0,77.0,,,detect-secrets,1095.0,34.0,,https://pypi.org/project/detect-secrets,2021-04-14 21:25:44.000000,34.0,165148.0,165148.0,,,,2.0,,,,,,,,,,,,,,,
+103,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,26,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000000,2021-08-03 18:39:03.000000,2021-08-03 18:25:54.000000,202.0,570.0,1930.0,2021-08-03 18:39:57.000000,2.1.45,134.0,100.0,140.0,,,pex,,230.0,,https://pypi.org/project/pex,2021-08-03 18:39:03.000000,230.0,131070.0,137453.0,,,,2.0,,357501.0,,,,,,,,,,,,,
+104,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,26,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647000,2021-08-11 13:46:18.000000,2021-06-04 15:25:15.000000,83.0,134.0,1847.0,2021-01-16 17:51:40.000000,2.3,42.0,28.0,13.0,,conda-forge/vulture,vulture,680.0,1450.0,1090.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000000,360.0,151872.0,152652.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062000,46840.0,2.0,,,,,,,,,,,,,,,
+105,Diamond,https://github.com/python-diamond/Diamond,,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,profiling,26,False,python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000000,2021-04-29 21:15:40.000000,2018-03-15 16:54:31.000000,593.0,129.0,1626.0,2016-11-25 22:13:29.000000,4.0.515,36.0,343.0,232.0,,,diamond,3219.0,124.0,62.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000000,62.0,44007.0,44007.0,,,,2.0,,,,,,,,,,,,,,,
+106,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,26,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000000,2021-08-03 18:29:49.000000,2020-10-21 22:30:57.000000,127.0,211.0,1443.0,2020-10-21 22:32:26.000000,1.3.1,91.0,67.0,56.0,,conda-forge/prospector,prospector,1051.0,3488.0,2350.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000000,1138.0,429174.0,429601.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628000,25637.0,2.0,,,,,,,,,,,,,,,
+107,pybuilder,https://github.com/pybuilder/pybuilder,,Software build automation tool for Python.,build-tools,26,True,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000000,2021-06-11 07:51:49.000000,2020-10-18 16:56:10.000000,234.0,390.0,1314.0,2020-10-06 16:13:40.000000,0.12.10,617.0,35.0,87.0,,,pybuilder,1284.0,110.0,,https://pypi.org/project/pybuilder,2021-05-07 22:11:38.000000,110.0,18366.0,18366.0,,,,3.0,,,,,,,,,,,,,,,
+108,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,26,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000000,2021-05-14 19:37:10.000000,2021-04-28 19:57:23.000000,90.0,68.0,1070.0,2021-01-15 19:34:46.000000,1.10.3,38.0,35.0,44.0,,conda-forge/safety,safety,372.0,2909.0,2365.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000000,544.0,563153.0,567942.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958000,21081.0,2.0,,68169.0,,,,,,,,,,,,,
+109,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,26,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000000,2021-08-11 21:46:41.000000,2021-07-31 12:25:36.000000,143.0,134.0,867.0,2021-07-03 09:06:41.000000,4.1.0,90.0,41.0,115.0,['pytest'],conda-forge/pytest-bdd,pytest-bdd,668.0,268.0,,https://pypi.org/project/pytest-bdd,2021-07-03 09:06:41.000000,268.0,213408.0,214757.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114000,36423.0,3.0,,,,,,,,,,,,,,,
+110,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,26,True,CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000000,2021-07-24 08:50:12.000000,2021-07-16 01:00:57.000000,75.0,165.0,706.0,2021-07-16 01:03:10.000000,3.3.0,141.0,37.0,6.0,,conda-forge/green,green,1048.0,950.0,592.0,https://pypi.org/project/green,2021-07-16 01:03:10.000000,358.0,14960.0,16773.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157000,85212.0,3.0,,,,,,,,,,,,,,,
+111,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,26,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000000,2021-06-04 15:05:16.006000,2021-06-04 11:40:10.000000,62.0,117.0,690.0,2021-06-04 09:09:15.000000,2.12.1,41.0,18.0,41.0,,conda-forge/typeguard,typeguard,238.0,158.0,,https://pypi.org/project/typeguard,2021-06-04 09:09:15.000000,158.0,8916921.0,8918484.0,https://anaconda.org/conda-forge/typeguard,2021-06-04 15:05:16.006000,48480.0,3.0,,,,,,,,,,,,,,,
+112,pdoc3,https://github.com/pdoc3/pdoc,,Auto-generate API documentation for Python projects.,documentation,26,True,pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000000,2021-08-11 22:23:55.000000,2021-08-03 04:29:02.000000,112.0,176.0,688.0,2021-08-03 14:51:19.000000,0.10.0,34.0,55.0,87.0,,,pdoc3,568.0,1059.0,969.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000000,90.0,167044.0,167044.0,,,,2.0,,,,,,,,,,,,,,,
+113,autoflake,https://github.com/myint/autoflake,,Removes unused imports and unused variables as reported by pyflakes.,refactoring,26,True,myint/autoflake,https://github.com/myint/autoflake,MIT,2012-12-27 03:40:17.000000,2021-07-22 17:56:13.000000,2020-12-27 17:36:40.000000,46.0,33.0,411.0,2019-08-04 15:14:24.000000,1.3.1,36.0,17.0,33.0,,conda-forge/autoflake,autoflake,439.0,3224.0,2644.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000000,580.0,496066.0,501614.0,https://anaconda.org/conda-forge/autoflake,2021-05-26 15:10:21.374000,155361.0,2.0,,,,,,,,,,,,,,,
+114,wasabi,https://github.com/ines/wasabi,,A lightweight console printing and formatting toolkit.,logging,26,True,ines/wasabi,https://github.com/ines/wasabi,MIT,2018-11-17 14:40:55.000000,2021-08-06 12:46:34.000000,2021-01-31 03:56:30.000000,19.0,3.0,296.0,2021-01-31 04:00:51.000000,0.8.2,34.0,4.0,3.0,,conda-forge/wasabi,wasabi,203.0,12968.0,12554.0,https://pypi.org/project/wasabi,2021-01-31 04:00:51.000000,414.0,2296642.0,2309728.0,https://anaconda.org/conda-forge/wasabi,2021-02-01 05:11:04.383000,392584.0,3.0,,,,,,,,,,,,,,,
+115,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,26,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000000,2021-06-16 15:01:08.000000,2021-06-16 15:01:08.000000,31.0,35.0,187.0,2021-03-21 15:51:09.000000,0.8.1,17.0,15.0,10.0,['pytest'],conda-forge/pytest-mypy,pytest-mypy,222.0,1438.0,1172.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000000,266.0,274745.0,275431.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057000,12358.0,3.0,,,,,,,,,,,,,,,
+116,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,25,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000000,2021-08-11 20:11:55.000000,2021-08-11 20:11:54.000000,354.0,1767.0,7023.0,2021-08-10 03:33:36.000000,1.1.161,245.0,57.0,10.0,,,,,108.0,104.0,,,,,98760.0,,,,2.0,,,,,,,,,pyright,https://www.npmjs.com/package/pyright,2021-08-10 03:30:33.362000,4.0,98760.0,,
+117,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,25,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000000,2021-08-12 08:15:22.000000,2021-08-12 08:15:20.000000,326.0,202.0,5512.0,2021-05-14 19:50:13.000000,0.9.3,62.0,170.0,65.0,,,pyre-check,,46.0,,https://pypi.org/project/pyre-check,2021-05-14 01:29:18.000000,46.0,21309.0,21309.0,,,,2.0,,,,,,,-4.0,,,,,,,,
+118,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,25,True,plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000000,2021-08-10 19:57:33.000000,2021-08-10 19:56:55.000000,153.0,102.0,4318.0,2021-07-16 18:49:59.000000,1.3.12,113.0,19.0,30.0,,,scalene,1664.0,56.0,56.0,https://pypi.org/project/scalene,2021-07-16 18:51:03.000000,0.0,4801.0,4801.0,,,,3.0,,,,,,,,,,,,,,,
+119,pipx,https://github.com/pypa/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,25,True,pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000000,2021-08-05 07:45:12.000000,2021-08-05 06:53:54.000000,175.0,331.0,3959.0,2021-08-05 07:45:12.000000,0.16.4,46.0,57.0,80.0,,,pipx,466.0,4.0,,https://pypi.org/project/pipx,2021-08-05 07:45:12.000000,4.0,82207.0,82207.0,,,,3.0,,,,,,,,,,,,,,,
+120,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,25,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000000,2021-08-11 08:18:20.000000,2021-08-11 08:08:05.000000,121.0,67.0,3088.0,2021-07-27 08:46:47.000000,4.0.2,32.0,29.0,18.0,,conda-forge/pyinstrument,pyinstrument,,450.0,314.0,https://pypi.org/project/pyinstrument,2021-07-27 08:46:47.000000,136.0,185515.0,186837.0,https://anaconda.org/conda-forge/pyinstrument,2021-05-03 13:06:12.737000,78030.0,3.0,,,,,,,-2.0,,,,,,,,
+121,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,25,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000000,2021-08-12 06:27:13.000000,2021-08-12 06:27:13.000000,110.0,381.0,1976.0,,,76.0,55.0,159.0,,conda-forge/mamba,,1409.0,347.0,347.0,,,,,38705.0,https://anaconda.org/conda-forge/mamba,2021-07-16 22:45:02.815000,1122456.0,3.0,,,,,,,,,,,,,,,
+122,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,25,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000000,2021-07-18 13:18:20.000000,2020-11-16 01:36:32.000000,594.0,117.0,1703.0,2020-11-16 03:43:07.000000,1.0.2,41.0,13.0,171.0,,,uiautomator,316.0,311.0,189.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000000,122.0,18580.0,18580.0,,,,3.0,,,,,,,,,,,,,,,
+123,briefcase,https://github.com/beeware/briefcase,,Tools to support converting a Python project into a standalone native application.,packaging,25,True,beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000000,2021-08-07 09:02:48.000000,2021-07-10 07:21:52.000000,194.0,233.0,1199.0,2021-03-06 05:36:18.000000,0.3.5,35.0,82.0,105.0,,,briefcase,1195.0,24.0,,https://pypi.org/project/briefcase,2021-03-06 05:37:12.000000,24.0,2722.0,2722.0,,,,2.0,,,,,,,,,,,,,,,
+124,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,25,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000000,2021-08-12 03:52:53.000000,2021-08-12 03:52:53.000000,142.0,531.0,1112.0,2021-08-01 12:44:02.000000,6.7.4,224.0,17.0,11.0,,,pyarmor,3186.0,242.0,232.0,https://pypi.org/project/pyarmor,2021-08-01 12:38:32.000000,10.0,38188.0,38188.0,,,,3.0,,18.0,,,,,,,,,,,,,
+125,pympler,https://github.com/pympler/pympler,,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",profiling,25,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000000,2021-08-09 18:39:22.000000,2020-10-15 19:16:49.000000,67.0,47.0,798.0,2016-03-31 11:48:42.000000,0.4.3,15.0,26.0,35.0,,conda-forge/pympler,pympler,443.0,478.0,,https://pypi.org/project/pympler,2020-10-14 20:27:50.000000,478.0,219894.0,223088.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935000,169332.0,3.0,,,,,,,,,,,,,,,
+126,asv,https://github.com/airspeed-velocity/asv,,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,testing,25,True,airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000000,2021-08-07 18:07:49.271000,2021-06-21 17:02:47.000000,129.0,301.0,609.0,2020-05-16 12:35:26.000000,0.4.2,16.0,54.0,111.0,,conda-forge/asv,asv,1890.0,268.0,180.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000000,88.0,21537.0,30789.0,https://anaconda.org/conda-forge/asv,2021-08-07 18:07:49.271000,508903.0,3.0,,,,,,,,,,,,,,,
+127,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,25,False,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000000,2021-01-13 12:56:13.000000,2019-09-25 19:17:09.000000,203.0,78.0,575.0,2019-03-29 17:57:28.000000,0.7.1,56.0,37.0,57.0,['sphinx'],,sphinx-bootstrap-theme,393.0,3082.0,2106.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:57:28.000000,976.0,31326.0,31326.0,,,,2.0,,,,,,,,,,,,,,,
+128,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,25,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000000,2021-08-11 15:25:52.000000,2021-08-11 15:25:51.000000,85.0,48.0,566.0,2020-03-02 14:42:32.000000,2.0.2,22.0,34.0,13.0,,conda-forge/pyhamcrest,pyhamcrest,,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000000,3392.0,1015050.0,1020986.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195000,374019.0,3.0,,,,,,,,,,,,,,,
+129,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,25,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000000,2021-08-12 10:32:17.000000,2021-08-10 10:19:59.000000,135.0,269.0,480.0,2020-12-13 22:17:40.000000,5.0.1,47.0,90.0,73.0,,conda-forge/setuptools_scm,setuptools_scm,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000000,694.0,10820941.0,10831992.0,https://anaconda.org/conda-forge/setuptools_scm,2021-03-17 16:05:30.451000,718344.0,3.0,,,,,,,,,,,,,,,
+130,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,25,True,paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000000,2021-06-21 14:55:20.000000,2021-06-21 14:55:20.000000,78.0,93.0,442.0,2017-12-31 01:13:41.000000,1.3.4,28.0,45.0,37.0,,conda-forge/paver,paver,534.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000000,1908.0,31792.0,32190.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122000,22739.0,3.0,,,,,,,,,,,,,,,
+131,sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,25,True,agronholm/sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000000,2021-05-20 18:56:40.000000,2021-04-15 00:19:06.000000,66.0,70.0,351.0,2020-10-12 20:37:53.000000,1.11.1,28.0,29.0,47.0,['sphinx'],conda-forge/sphinx-autodoc-typehints,sphinx-autodoc-typehints,174.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000000,1380.0,272508.0,277071.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666000,205360.0,2.0,,,,,,,,,,,,,,,
+132,sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,documentation,25,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000000,2021-06-24 02:56:51.000000,2021-03-14 13:43:08.000000,49.0,44.0,341.0,2021-03-14 13:46:47.000000,2021.3.14,15.0,17.0,12.0,['sphinx'],conda-forge/sphinx-autobuild,sphinx-autobuild,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000000,4682.0,158756.0,160073.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297000,68535.0,2.0,,,,,,,,,,,,,,,
+133,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,25,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000000,2021-06-01 22:35:18.000000,2021-04-04 23:02:21.000000,26.0,91.0,332.0,2021-02-22 05:24:56.000000,1.7.0,47.0,21.0,41.0,,conda-forge/darglint,darglint,495.0,729.0,709.0,https://pypi.org/project/darglint,2021-02-22 05:24:56.000000,20.0,175894.0,176638.0,https://anaconda.org/conda-forge/darglint,2021-04-05 00:44:14.308000,17128.0,2.0,,,,,,,,,,,,,,,
+134,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,25,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000000,2021-06-13 13:28:36.000000,2021-06-13 13:28:19.000000,30.0,71.0,236.0,,,40.0,19.0,15.0,,conda-forge/check-manifest,check-manifest,521.0,8296.0,6492.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000000,1804.0,178392.0,179343.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618000,30437.0,2.0,,,,,,,,,,,,,,,
+135,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,25,False,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000000,2020-06-06 07:55:44.000000,2020-05-12 23:46:18.000000,33.0,39.0,130.0,2020-05-12 23:46:28.000000,3.2.0,37.0,28.0,3.0,['flake8'],conda-forge/flake8-quotes,flake8-quotes,99.0,4814.0,3410.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000000,1404.0,578183.0,587833.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431000,569408.0,2.0,,,,,,,,,,,,,,,
+136,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,25,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000000,2021-06-09 07:48:32.414000,2020-08-11 08:04:26.000000,35.0,37.0,112.0,2020-08-11 08:04:21.000000,4.0.0,31.0,28.0,9.0,['flake8'],conda-forge/flake8-isort,flake8-isort,257.0,4239.0,3311.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000000,928.0,427975.0,428552.0,https://anaconda.org/conda-forge/flake8-isort,2021-06-09 07:48:32.414000,12700.0,2.0,,,,,,,,,,,,,,,
+137,notifiers,https://github.com/liiight/notifiers,,The easy way to send notifications.,logging,24,True,liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000000,2021-08-10 08:34:00.000000,2021-07-19 21:02:44.000000,75.0,53.0,1944.0,2019-10-05 13:00:41.000000,1.2.1,26.0,15.0,38.0,,,notifiers,380.0,161.0,155.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000000,6.0,284246.0,284246.0,,,,3.0,,,,,,,,,,,,,,,
+138,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,24,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000000,2021-07-04 15:22:57.000000,2021-07-04 15:22:57.000000,274.0,198.0,1935.0,2021-06-20 21:23:39.000000,6.4.0,5.0,104.0,111.0,['pytest'],,pytest-testinfra,665.0,0.0,,https://pypi.org/project/pytest-testinfra,2021-06-20 21:23:39.000000,0.0,111484.0,111484.0,,,,3.0,,,,,,,,,,,,,,,
+139,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,24,True,dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000000,2021-01-11 21:31:40.000000,2021-01-11 21:31:39.000000,97.0,161.0,1721.0,2020-04-28 06:31:17.000000,.0.8.3,30.0,37.0,100.0,,,dephell,2145.0,281.0,273.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000000,8.0,18313.0,18318.0,,,,3.0,,147.0,,,,,,,,,,,,,
+140,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,24,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000000,2021-08-09 15:02:41.000000,2021-08-09 15:02:40.000000,112.0,171.0,988.0,2021-08-09 14:46:59.000000,7.3.1,69.0,31.0,5.0,,,pdoc,,657.0,369.0,https://pypi.org/project/pdoc,2021-08-09 14:46:59.000000,288.0,70467.0,70467.0,,,,3.0,,,,,,,,,,,,,,,
+141,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,24,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000000,2021-04-25 06:43:44.000000,2019-04-10 18:20:19.000000,77.0,53.0,796.0,2019-04-10 18:20:47.000000,7.7.1,99.0,41.0,72.0,,,pylama,689.0,3606.0,2602.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000000,1004.0,88294.0,88294.0,,,,3.0,,,,,,,,,,,,,,,
+142,pytest-watch,https://github.com/joeyespo/pytest-watch,,Local continuous test runner with pytest and watchdog.,testing,24,False,joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000000,2021-01-29 17:57:16.000000,2019-06-15 20:36:43.000000,48.0,41.0,581.0,2018-05-20 19:52:16.000000,4.2.0,17.0,16.0,39.0,['pytest'],conda-forge/pytest-watch,pytest-watch,183.0,3368.0,2586.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000000,782.0,235054.0,236166.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906000,47817.0,3.0,,,,,,,,,,,,,,,
+143,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,24,True,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000000,2021-06-01 21:27:30.000000,2020-11-16 12:31:58.000000,64.0,52.0,472.0,2020-11-16 12:36:24.000000,0.11.2,21.0,22.0,45.0,,,mamba,468.0,220.0,,https://pypi.org/project/mamba,2020-11-16 12:35:41.000000,220.0,18499.0,18499.0,,,,3.0,,,,,,,,,,,,,,,
+144,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,24,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000000,2021-08-02 07:07:24.000000,2021-07-07 12:34:25.000000,21.0,20.0,302.0,2020-11-03 22:11:18.000000,1.3.2,13.0,11.0,11.0,,,interrogate,152.0,778.0,778.0,https://pypi.org/project/interrogate,2021-05-15 00:17:44.000000,0.0,184883.0,184883.0,,,,3.0,,,,,,,,,,,,,,,
+145,py2exe,https://github.com/py2exe/py2exe,,A distutils extension to create standalone Windows programs from Python code.,packaging,24,True,py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000000,2021-08-12 04:34:39.000000,2021-04-24 12:57:17.000000,42.0,68.0,270.0,2021-04-24 13:10:04.000000,0.10.4.0,10.0,14.0,10.0,,,py2exe,965.0,1574.0,1228.0,https://pypi.org/project/py2exe,2021-04-24 13:15:25.000000,346.0,22093.0,22449.0,,,,2.0,,10347.0,,,,,,,,,,,,,
+146,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,24,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000000,2021-03-12 04:22:24.000000,2020-08-04 12:21:12.000000,61.0,85.0,243.0,2019-03-04 08:39:11.000000,0.18.1,34.0,40.0,11.0,['flake8'],conda-forge/flake8-import-order,flake8-import-order,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000000,1892.0,302169.0,305585.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199000,194742.0,3.0,,,,,,,,,,,,,,,
+147,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,24,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000000,2021-08-09 14:41:22.000000,2020-12-27 18:10:35.000000,31.0,22.0,223.0,2019-11-10 16:23:03.000000,1.3.1,48.0,15.0,27.0,,,docformatter,441.0,786.0,676.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000000,110.0,68807.0,68807.0,,,,3.0,,,,,,,,,,,,,,,
+148,asteval,https://github.com/newville/asteval,,minimalistic evaluator of python expression using ast module.,ast,24,True,newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000000,2021-07-26 22:35:23.000000,2021-07-26 22:35:22.000000,32.0,45.0,124.0,2021-06-22 12:00:47.000000,0.9.25,25.0,19.0,6.0,,conda-forge/asteval,asteval,412.0,836.0,598.0,https://pypi.org/project/asteval,2021-06-22 12:00:47.000000,238.0,208748.0,211076.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922000,135024.0,3.0,,,,,,,,,,,,,,,
+149,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness.,testing,24,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000000,2021-08-09 21:58:13.000000,2021-08-08 20:20:40.000000,5.0,17.0,95.0,2021-08-08 20:37:17.000000,0.15.6,58.0,5.0,15.0,,,xdoctest,617.0,1353.0,1301.0,https://pypi.org/project/xdoctest,2021-08-08 20:20:14.000000,52.0,88011.0,88011.0,,,,3.0,,,,,,,,,,,,,,conda-forge/xdoctest,
+150,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,23,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000000,2021-08-11 16:07:39.000000,2021-06-07 14:43:41.000000,268.0,203.0,6949.0,2021-06-07 14:44:29.000000,1.0.67,52.0,30.0,48.0,,,bpytop,398.0,0.0,,https://pypi.org/project/bpytop,2021-06-07 14:44:29.000000,0.0,8526.0,8526.0,,,,3.0,,,,,,,,,,,,,,,
+151,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,23,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000000,2021-07-22 18:00:48.000000,2021-07-22 18:00:48.000000,101.0,54.0,5249.0,2021-06-22 20:52:25.000000,2.1.1,15.0,15.0,22.0,,,icecream,211.0,6.0,,https://pypi.org/project/icecream,2021-06-22 20:47:50.000000,6.0,72708.0,72708.0,,,,3.0,,,,,,,,,,,,,,,
+152,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,23,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872000,2021-07-22 13:31:49.000000,2021-01-04 03:14:37.000000,342.0,38.0,3680.0,2021-07-22 13:31:49.000000,3.17.4,169.0,16.0,20.0,,conda-forge/rebound,rebound,166.0,34.0,20.0,https://pypi.org/project/rebound,2021-07-22 13:31:49.000000,14.0,2089.0,4926.0,https://anaconda.org/conda-forge/rebound,2021-06-21 03:42:52.461000,144494.0,3.0,,171.0,,,,,,,,,,,,,
+153,MonkeyType,https://github.com/Instagram/MonkeyType,,A system for Python that generates static type annotations by collecting runtime types.,refactoring,23,True,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000000,2021-07-06 17:00:28.000000,2021-07-06 17:00:21.000000,126.0,110.0,3471.0,2021-05-21 22:24:36.000000,21.5.0,21.0,37.0,37.0,,conda-forge/monkeytype,monkeytype,,166.0,132.0,https://pypi.org/project/monkeytype,2021-05-21 22:24:36.000000,34.0,30157.0,30962.0,https://anaconda.org/conda-forge/monkeytype,2021-05-22 12:13:35.937000,34615.0,2.0,,,,,,,,,,,,,,,
+154,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real time throughput, ETA and very cool animations!.",logging,23,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000000,2021-07-03 20:35:32.000000,2021-01-08 01:36:09.000000,100.0,53.0,2590.0,2021-01-08 01:37:28.000000,1.6.2,19.0,1.0,21.0,,conda-forge/alive-progress,alive-progress,246.0,379.0,379.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000000,0.0,16438.0,16928.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990000,8826.0,3.0,,,,,,,,,,,,,,,
+155,python-hunter,https://github.com/ionelmc/python-hunter,,Hunter is a flexible code tracing toolkit.,debugging,23,True,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000000,2021-07-26 06:53:05.000000,2021-06-23 16:06:47.000000,34.0,49.0,637.0,2021-06-23 20:47:14.000000,3.3.8,45.0,8.0,37.0,,,hunter,957.0,97.0,63.0,https://pypi.org/project/hunter,2021-06-23 20:47:14.000000,34.0,8214.0,8214.0,,,,3.0,,,,,,,,,,,,,,,
+156,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,23,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000000,2021-07-05 21:53:54.000000,2021-07-05 21:53:35.000000,21.0,16.0,617.0,2021-07-05 21:53:54.000000,0.4.0,11.0,20.0,16.0,,,snoop,400.0,66.0,58.0,https://pypi.org/project/snoop,2021-07-05 21:53:54.000000,8.0,22500.0,22500.0,,,,3.0,,,,,,,,,,,,,,,
+157,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,23,False,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000000,2020-12-13 18:51:56.000000,2019-08-11 17:42:44.000000,66.0,46.0,607.0,2019-03-17 19:03:54.000000,0.9.2,15.0,34.0,59.0,,,redbaron,1669.0,482.0,310.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000000,172.0,35859.0,35859.0,,,,2.0,,,,,,,,,,,,,,,
+158,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,23,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000000,2021-07-12 19:14:14.000000,2021-07-10 09:40:05.000000,95.0,187.0,595.0,2021-06-13 05:12:23.000000,2021.6.12,20.0,60.0,35.0,['pytest'],conda-forge/nox,nox,,56.0,,https://pypi.org/project/nox,2021-06-13 05:12:23.000000,56.0,358374.0,359463.0,https://anaconda.org/conda-forge/nox,2021-06-20 09:53:07.394000,37046.0,3.0,,,,,,,,,,,,,,,
+159,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,23,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000000,2021-08-06 09:56:38.000000,2021-08-06 09:56:36.000000,75.0,35.0,522.0,2021-03-02 19:34:23.000000,2.1.0,14.0,29.0,24.0,,conda-forge/prettytable,prettytable,339.0,0.0,,https://pypi.org/project/prettytable,2021-03-02 19:34:23.000000,0.0,3749080.0,3753804.0,https://anaconda.org/conda-forge/prettytable,2021-03-02 22:49:12.885000,292892.0,3.0,,,,,,,,,,,,,,,
+160,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,23,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000000,2021-08-12 09:35:07.000000,2021-08-12 09:34:57.000000,28.0,84.0,487.0,2021-08-05 09:35:17.000000,1.1.2,36.0,16.0,28.0,['pytest'],conda-forge/pytest-testmon,pytest-testmon,284.0,98.0,,https://pypi.org/project/pytest-testmon,2021-08-05 09:17:07.000000,98.0,73270.0,74024.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063000,31675.0,3.0,,,,,,,,,,,,,,,
+161,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,23,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000000,2021-08-10 07:38:47.000000,2021-08-10 07:38:46.000000,22.0,36.0,344.0,2021-05-10 11:00:33.000000,3.8.0,23.0,16.0,7.0,,,pytest-randomly,,214.0,,https://pypi.org/project/pytest-randomly,2021-05-10 11:00:33.000000,214.0,281014.0,281014.0,,,,3.0,,,,,,,,,,,,,,,
+162,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,23,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000000,2021-08-10 22:39:45.000000,2021-08-10 22:39:44.000000,13.0,30.0,289.0,2021-05-10 12:24:46.000000,3.5.0,27.0,10.0,7.0,['flake8'],conda-forge/flake8-comprehensions,flake8-comprehensions,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-05-10 12:24:46.000000,714.0,546222.0,553081.0,https://anaconda.org/conda-forge/flake8-comprehensions,2021-05-10 17:44:18.389000,391000.0,3.0,,,,,,,,,,,,,,,
+163,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,23,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000000,2021-07-08 02:15:54.000000,2021-07-08 02:15:53.000000,7.0,25.0,193.0,2021-06-22 10:21:07.000000,1.1.0,11.0,11.0,1.0,['flake8'],,flake8-eradicate,318.0,72.0,,https://pypi.org/project/flake8-eradicate,2021-06-22 10:20:25.000000,72.0,208880.0,208880.0,,,,3.0,,,,,,,,,,,,,,,
+164,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,23,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000000,2021-08-08 17:27:59.000000,2021-05-26 07:12:14.000000,14.0,24.0,187.0,2021-05-26 07:12:42.000000,0.7.3,19.0,7.0,6.0,,conda-forge/xenon,xenon,104.0,356.0,232.0,https://pypi.org/project/xenon,2021-05-26 07:12:42.000000,124.0,60995.0,61267.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883000,12545.0,3.0,,,,,,,,,,,,,,,
+165,py2app,https://github.com/ronaldoussoren/py2app,,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,packaging,23,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000000,2021-05-14 20:21:54.000000,2021-04-06 08:23:10.000000,10.0,198.0,141.0,2021-04-06 08:27:25.000000,0.24,39.0,24.0,153.0,,,py2app,598.0,5389.0,3747.0,https://pypi.org/project/py2app,2021-04-06 08:25:30.000000,1642.0,11826.0,11826.0,,,,3.0,,,,,,,,,,,,,,,
+166,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,23,False,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000000,2021-08-08 00:22:38.000000,2019-06-17 12:14:38.000000,20.0,25.0,125.0,2018-03-19 16:49:31.000000,2.0.0,19.0,9.0,5.0,['flake8'],,flake8-commas,165.0,2276.0,1726.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000000,550.0,230802.0,230802.0,,,,3.0,,,,,,,,,,,,,,,
+167,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,23,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000000,2021-07-17 00:37:54.092000,2021-07-16 22:58:49.000000,8.0,14.0,93.0,2021-07-16 22:59:22.000000,0.2.3,11.0,4.0,7.0,['flake8'],conda-forge/flake8-black,flake8-black,89.0,1105.0,1069.0,https://pypi.org/project/flake8-black,2021-07-16 22:59:22.000000,36.0,189525.0,194534.0,https://anaconda.org/conda-forge/flake8-black,2021-07-17 00:37:54.092000,130252.0,3.0,,,,,,,,,,,,,,,
+168,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,22,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000000,2021-01-29 16:48:55.000000,2021-01-29 16:48:11.000000,195.0,41.0,4001.0,2021-01-29 16:48:55.000000,0.3.3,16.0,14.0,29.0,,,better-exceptions,97.0,74.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000000,74.0,27477.0,27477.0,,,,3.0,,,,,,,,,,,,,,,
+169,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,22,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000000,2021-02-20 07:50:28.000000,2021-02-20 07:47:40.000000,165.0,56.0,3756.0,2018-06-24 14:16:36.000000,0.37.6,24.0,17.0,24.0,,,vprof,619.0,94.0,76.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000000,18.0,2697.0,2697.0,,,,3.0,,,,,,,,,,,,,,,
+170,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,22,False,python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000000,2020-12-25 03:47:37.000000,2020-03-08 21:43:06.000000,224.0,76.0,2049.0,2018-11-01 16:02:57.000000,0.42,15.0,22.0,21.0,,,python-taint,1576.0,70.0,48.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000000,22.0,2556.0,2557.0,,,,3.0,,64.0,,,,,,,,,,,,,
+171,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,22,True,sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000000,2021-08-03 05:52:12.000000,2020-08-26 00:32:16.000000,185.0,125.0,1702.0,2017-11-22 14:27:35.000000,2.7.0,37.0,56.0,88.0,,,sixpack,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000000,4.0,365.0,365.0,,,,3.0,,,,,,,,,,,,,,,
+172,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,22,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000000,2021-03-01 11:41:45.000000,2021-02-21 23:09:11.000000,85.0,34.0,1309.0,2020-09-17 01:55:39.000000,0.9.0,8.0,26.0,46.0,,conda-forge/bowler,bowler,182.0,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000000,10.0,45564.0,45874.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246000,10253.0,2.0,,,,,,,,,,,,,,,
+173,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,22,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000000,2021-03-18 20:44:50.000000,2021-01-01 18:48:26.000000,32.0,15.0,1139.0,2020-10-31 13:10:42.000000,0.2.5,14.0,6.0,9.0,,,stackprinter,159.0,71.0,67.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000000,4.0,25168.0,25168.0,,,,3.0,,,,,,,,,,,,,,,
+174,cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",packaging,22,True,marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000000,2021-08-12 03:30:26.000000,2021-08-09 02:07:41.000000,161.0,616.0,761.0,2021-07-08 23:47:54.000000,6.7,26.0,90.0,62.0,,conda-forge/cx_freeze,cx_freeze,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000000,153.0,55399.0,58244.0,https://anaconda.org/conda-forge/cx_freeze,2021-07-15 06:40:42.917000,88195.0,3.0,,,,,,,,,,,,,,,
+175,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,22,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000000,2021-03-29 17:53:40.000000,2019-12-20 19:59:49.000000,132.0,28.0,750.0,2018-07-25 01:42:48.000000,0.6.0,11.0,36.0,27.0,,,pycco,222.0,450.0,226.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000000,224.0,2688.0,2688.0,,,,3.0,,,,,,,,,,,,,,,
+176,pynsist,https://github.com/takluyver/pynsist,,Build Windows installers for Python applications.,packaging,22,True,takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000000,2021-06-21 13:21:11.000000,2021-06-21 13:21:11.000000,101.0,130.0,721.0,2020-07-03 08:11:24.000000,2.5.1,21.0,28.0,25.0,,,pynsist,543.0,88.0,,https://pypi.org/project/pynsist,2021-03-28 16:28:58.000000,88.0,2819.0,2819.0,,,,3.0,,,,,,,,,,,,,,,
+177,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,22,False,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000000,2021-01-31 10:24:10.000000,2020-02-10 02:47:14.000000,50.0,29.0,259.0,2019-02-25 23:55:38.000000,0.8,19.0,31.0,46.0,,,baron,1489.0,277.0,165.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000000,112.0,36204.0,36204.0,,,,2.0,,,,,,,,,,,,,,,
+178,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,22,True,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000000,2021-07-09 17:10:56.000000,2021-07-09 17:10:56.000000,15.0,19.0,200.0,2020-02-01 18:04:00.000000,0.6.3,12.0,8.0,15.0,['pytest'],conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,94.0,439.0,377.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000000,62.0,182972.0,188091.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818000,266228.0,3.0,,,,,,,,,,,,,,,
+179,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,22,True,predictive-analytics-lab/data-science-types,https://github.com/predictive-analytics-lab/data-science-types,Apache-2.0,2019-09-20 11:45:49.000000,2021-02-16 17:29:01.000000,2021-02-16 17:29:00.000000,57.0,23.0,185.0,2021-02-16 16:47:31.000000,0.2.23,26.0,44.0,39.0,,,data-science-types,446.0,108.0,108.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000000,0.0,59364.0,59364.0,,,,3.0,,,,,,,,,,,,,,,
+180,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,22,False,bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000000,2020-01-30 01:07:19.000000,2020-01-26 03:27:03.000000,38.0,42.0,159.0,2020-01-11 00:29:49.000000,1.6.3,32.0,10.0,30.0,['sphinx'],,releases,520.0,1068.0,362.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000000,706.0,4459.0,4459.0,,,,3.0,,,,,,,,,,,,,,,
+181,memory_profiler,https://github.com/fabianp/memory_profiler,,Monitor Memory usage of Python code.,profiling,22,False,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632000,2020-10-20 18:00:58.207000,2018-06-28 13:35:12.000000,11.0,,64.0,2018-08-16 03:16:49.000000,0.54.0,52.0,61.0,,,conda-forge/memory_profiler,memory_profiler,500.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,534.0,309826.0,311865.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207000,128498.0,3.0,,,,,,,,,,,,,,,
+182,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,21,False,lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000000,2021-06-04 01:31:20.000000,2017-03-13 17:42:17.000000,190.0,15.0,2557.0,,,13.0,20.0,40.0,,,pyrasite,274.0,40.0,34.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000000,6.0,17521.0,17521.0,,,,3.0,,,,,,,,,,,,,,,
+183,pyannotate,https://github.com/dropbox/pyannotate,,Auto-generate PEP-484 annotations.,refactoring,21,True,dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000000,2021-07-30 02:31:09.000000,2021-03-19 18:13:03.000000,49.0,33.0,1224.0,2019-09-16 15:37:03.000000,1.2.0,9.0,16.0,26.0,,,pyannotate,94.0,89.0,63.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000000,26.0,3487.0,3487.0,,,,3.0,,,,,,,,,,,,,,,
+184,shiv,https://github.com/linkedin/shiv,,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",packaging,21,True,linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000000,2021-06-28 22:10:57.000000,2021-06-28 22:10:43.000000,69.0,60.0,1220.0,2021-04-27 16:06:42.000000,0.5.1,56.0,33.0,27.0,,,shiv,,10.0,,https://pypi.org/project/shiv,2021-04-30 16:25:28.000000,10.0,7673.0,7678.0,,,,3.0,,140.0,,,,,,,,,,,,,
+185,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,21,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000000,2021-08-04 19:27:44.748000,2021-08-04 17:50:42.000000,75.0,203.0,1077.0,2021-08-04 17:51:17.000000,2.23.3,111.0,19.0,15.0,,conda-forge/pyupgrade,pyupgrade,740.0,10.0,,https://pypi.org/project/pyupgrade,2021-08-04 17:51:17.000000,10.0,,7838.0,https://anaconda.org/conda-forge/pyupgrade,2021-08-04 19:27:44.748000,242994.0,3.0,,,,,,,,,,,,,,,
+186,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,21,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000000,2021-07-01 09:03:50.000000,2021-07-01 09:03:43.000000,45.0,52.0,794.0,2020-09-02 06:33:11.000000,1.19.0,46.0,16.0,28.0,,,wily,703.0,16.0,,https://pypi.org/project/wily,2021-07-01 08:25:50.000000,16.0,12684.0,12684.0,,,,3.0,,,,,,,,,,,,,,,
+187,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,21,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000000,2021-08-11 22:00:18.000000,2021-08-11 21:50:57.000000,57.0,79.0,372.0,,,34.0,27.0,6.0,,,mypy-protobuf,,24.0,,https://pypi.org/project/mypy-protobuf,2021-07-31 00:42:36.000000,24.0,581969.0,581969.0,,,,3.0,,,,,,,-4.0,,,,,,,,
+188,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,21,True,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000000,2021-04-08 20:15:04.000000,2021-04-08 17:55:02.000000,15.0,15.0,311.0,2021-04-08 20:14:54.000000,1.8.0,22.0,10.0,5.0,,,manhole,484.0,136.0,70.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000000,66.0,9765.0,9765.0,,,,3.0,,,,,,,,,,,,,,,
+189,Fixit,https://github.com/Instagram/Fixit,,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",linters,21,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000000,2021-08-05 20:47:50.000000,2021-08-05 20:47:45.000000,38.0,25.0,270.0,2021-07-31 16:17:24.000000,0.1.4,6.0,27.0,32.0,,,fixit,159.0,8.0,8.0,https://pypi.org/project/fixit,2021-07-30 20:35:02.000000,0.0,1353.0,1353.0,,,,3.0,,,,,,,,,,,,,,,
+190,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,21,False,ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332000,2020-07-19 15:23:26.710000,2019-10-30 17:50:10.000000,47.0,,248.0,,,13.0,10.0,,,conda-forge/assertpy,assertpy,279.0,124.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000000,124.0,160845.0,161110.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710000,11939.0,3.0,,,,,,,,,,,,,,,
+191,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,21,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000000,2021-06-14 12:23:31.000000,2021-06-14 12:23:20.000000,40.0,14.0,223.0,2021-06-14 12:12:56.000000,0.10.3,15.0,11.0,17.0,['pytest'],,pytest-docker,60.0,28.0,,https://pypi.org/project/pytest-docker,2021-06-14 12:09:30.000000,28.0,35493.0,35497.0,,,,3.0,,81.0,,,,,,,,,,,,,
+192,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,21,False,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000000,2021-06-08 19:16:26.000000,2020-07-23 01:35:13.000000,31.0,44.0,197.0,2020-07-23 01:35:39.000000,0.5.8,22.0,9.0,36.0,['mkdocs'],,mkdocs-pdf-export-plugin,68.0,152.0,148.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000000,4.0,10959.0,10959.0,,,,3.0,,,,,,,,,,,,,,,
+193,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,21,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000000,2021-03-21 11:36:52.000000,2021-03-21 11:36:52.000000,18.0,3.0,91.0,2019-12-31 16:44:58.000000,0.2.1,10.0,14.0,8.0,,conda-forge/dodgy,dodgy,70.0,1896.0,1372.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000000,524.0,145173.0,145589.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579000,24969.0,3.0,,,,,,,,,,,,,,,
+194,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,21,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000000,2021-04-21 08:08:02.000000,2021-04-14 06:13:26.000000,16.0,31.0,68.0,2020-05-14 10:45:01.000000,1.5.3,23.0,14.0,2.0,['flake8'],conda-forge/flake8-builtins,flake8-builtins,211.0,2960.0,2448.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000000,512.0,394500.0,396653.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836000,122735.0,3.0,,,,,,,,,,,,,,,
+195,Profiling,https://github.com/what-studio/profiling,,Was an interactive continuous Python profiler.,profiling,20,True,what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000000,2020-08-24 01:31:58.000000,2020-08-24 01:31:58.000000,114.0,20.0,2994.0,2017-06-28 06:10:16.000000,0.1.3,3.0,18.0,15.0,,,profiling,433.0,41.0,36.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000000,5.0,3269.0,3269.0,,,,3.0,,,,,,,,,,,,,,,
+196,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,20,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000000,2021-07-02 11:03:45.000000,2021-07-02 11:03:29.000000,65.0,30.0,2146.0,2021-07-02 11:03:45.000000,1.2.23,46.0,5.0,1.0,,,pretty_errors,128.0,0.0,,https://pypi.org/project/pretty_errors,2021-07-02 11:03:45.000000,0.0,14636.0,14636.0,,,,3.0,,,,,,,,,,,,,,,
+197,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,20,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000000,2021-07-21 17:45:24.000000,2021-07-21 17:45:19.000000,45.0,21.0,1468.0,2020-12-02 20:41:20.000000,20.12.2,3.0,23.0,8.0,,,xar,62.0,15.0,15.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000000,,237.0,237.0,,,,3.0,,,,,,,,,,,,,,,
+198,mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,20,True,mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000000,2021-07-25 18:39:31.000000,2021-06-09 21:25:32.000000,49.0,136.0,416.0,2021-06-09 21:24:38.000000,0.15.2,37.0,19.0,45.0,['mkdocs'],conda-forge/mkdocstrings,mkdocstrings,429.0,0.0,,https://pypi.org/project/mkdocstrings,2021-06-09 21:24:38.000000,0.0,52747.0,53400.0,https://anaconda.org/conda-forge/mkdocstrings,2021-06-10 00:40:28.008000,6537.0,3.0,,,,,,,,,,,,,,,
+199,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,20,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000000,2021-08-09 20:22:19.000000,2021-08-09 20:22:18.000000,17.0,29.0,241.0,2021-03-02 02:05:09.000000,1.10.0,19.0,12.0,2.0,,conda-forge/blacken-docs,blacken-docs,182.0,22.0,,https://pypi.org/project/blacken-docs,2021-03-02 02:05:09.000000,22.0,4877.0,6210.0,https://anaconda.org/conda-forge/blacken-docs,2021-03-02 04:02:19.005000,17339.0,3.0,,,,,,,,,,,,,,,
+200,pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,pytest plugin for manipulating test data directories and files.,testing,20,False,gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000000,2020-11-22 23:34:25.000000,2019-10-22 13:19:39.000000,17.0,11.0,144.0,2019-10-22 13:04:22.000000,1.3.1,9.0,7.0,4.0,['pytest'],conda-forge/pytest-datadir,pytest-datadir,71.0,460.0,382.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000000,78.0,104654.0,106074.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374000,82409.0,3.0,,,,,,,,,,,,,,,
+201,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,20,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000000,2021-07-26 20:00:21.000000,2020-10-01 09:23:01.000000,19.0,13.0,114.0,2020-10-01 09:33:03.000000,2.0.0,16.0,7.0,6.0,,,eradicate,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000000,156.0,228959.0,228959.0,,,,3.0,,,,,,,,,,,,,,,
+202,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,20,False,ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000000,2020-06-19 16:51:36.000000,2020-06-19 16:51:00.000000,15.0,3.0,103.0,2017-08-31 23:17:01.000000,17.8.0,6.0,8.0,19.0,['flake8'],,flake8-mypy,50.0,920.0,722.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000000,198.0,40888.0,40888.0,,,,3.0,,,,,,,,,,,,,,,
+203,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,20,True,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000000,2020-10-07 04:18:38.000000,2020-10-07 04:18:32.000000,28.0,16.0,103.0,2019-12-23 17:05:52.000000,0.5.4,22.0,16.0,18.0,['sphinx'],,sphinx-markdown-builder,99.0,211.0,169.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000000,42.0,13063.0,13063.0,,,,3.0,,,,,,,,,,,,,,,clayrisser/sphinx-markdown-builder
+204,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,20,True,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000000,2021-07-13 13:36:29.000000,2021-07-03 02:00:20.000000,13.0,35.0,79.0,2021-07-03 02:09:02.000000,0.9.3,28.0,6.0,17.0,['mkdocs'],,mkdocs-with-pdf,186.0,51.0,51.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000000,,5650.0,5650.0,,,,3.0,,,,,,,,,,,,,,,
+205,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,20,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000000,2021-03-10 19:35:23.000000,2021-03-10 19:35:23.000000,9.0,5.0,58.0,,,5.0,7.0,4.0,['pylint'],conda-forge/pylint-flask,pylint-flask,40.0,5934.0,5228.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000000,706.0,174358.0,175212.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934000,51286.0,3.0,,,,,,,,,,,,,,,
+206,Birdseye,https://github.com/alexmojaki/birdseye,,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,debugging,19,True,alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000000,2021-08-01 14:18:37.000000,2021-08-01 14:14:35.000000,68.0,32.0,1409.0,2021-07-03 11:54:41.000000,0.9.1,37.0,10.0,18.0,,,birdseye,409.0,0.0,,https://pypi.org/project/birdseye,2021-08-01 14:18:37.000000,0.0,1089.0,1089.0,,,,3.0,,,,,,,,,,,,,,,
+207,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,19,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000000,2021-07-13 14:36:24.000000,2021-07-13 14:36:24.000000,31.0,66.0,844.0,2021-07-02 13:17:04.000000,0.3.1,26.0,24.0,43.0,,,pyflow,333.0,0.0,,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000000,0.0,281.0,418.0,,,,3.0,,3310.0,,,,,,,,,,,,,
+208,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,19,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000000,2021-01-19 19:03:16.000000,2019-05-10 19:18:48.000000,23.0,38.0,369.0,2019-05-10 19:21:38.000000,0.0.19,18.0,3.0,3.0,,,vex,200.0,37.0,21.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000000,16.0,2210.0,2210.0,,,,3.0,,,,,,,,,,,,,,,
+209,constructor,https://github.com/conda/constructor,,tool for creating installers from conda packages.,packaging,19,True,conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000000,2021-08-03 12:29:00.000000,2021-05-24 15:52:40.000000,125.0,194.0,321.0,2021-04-03 16:53:20.000000,3.2.1,37.0,46.0,41.0,,constructor,,948.0,9.0,9.0,,,,,74.0,https://anaconda.org/anaconda/constructor,2021-04-01 17:48:58.348000,4332.0,3.0,,219.0,,,,,,,,,,,,,
+210,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,19,True,dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000000,2020-12-08 17:21:33.000000,2020-12-08 17:21:32.000000,13.0,12.0,315.0,2020-10-30 20:40:39.000000,0.11.0,13.0,7.0,20.0,,,dlint,201.0,18.0,,https://pypi.org/project/dlint,2020-10-30 20:40:39.000000,18.0,31566.0,31566.0,,,,3.0,,,,,,,,,,,,,,,
+211,flakehell,https://github.com/life4/flakehell,,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",linters,19,True,life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000000,2021-01-11 21:35:41.000000,2021-01-11 21:35:40.000000,33.0,,222.0,2021-01-11 18:40:32.000000,0.9.0,28.0,15.0,4.0,['flake8'],,flakehell,368.0,0.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000000,0.0,156540.0,156542.0,,,,3.0,,57.0,,,,,,,,,,,,,
+212,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,19,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000000,2021-08-09 20:22:35.000000,2021-08-09 20:22:34.000000,14.0,34.0,185.0,2021-01-24 18:14:07.000000,2.1.0,30.0,9.0,1.0,,,add-trailing-comma,262.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-24 18:14:07.000000,14.0,5882.0,5882.0,,,,3.0,,,,,,,,,,,,,,,
+213,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,19,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000000,2021-04-20 17:08:31.000000,2020-12-22 01:43:41.000000,17.0,32.0,163.0,2020-12-22 02:04:30.000000,2.5.0,16.0,2.0,6.0,['mkdocs'],,mkdocs-awesome-pages-plugin,53.0,521.0,431.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000000,90.0,39050.0,39050.0,,,,3.0,,,,,,,,,,,,,,,
+214,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,19,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000000,2021-08-10 05:51:22.000000,2021-08-10 05:51:22.000000,14.0,62.0,109.0,2021-06-26 10:40:10.000000,0.8.4,30.0,11.0,9.0,,,unimport,393.0,10.0,10.0,https://pypi.org/project/unimport,2021-06-26 10:40:10.000000,,3912.0,3912.0,,,,3.0,,,,,,,,,,,,,,,
+215,flake8-bandit,https://github.com/tylerwince/flake8-bandit,,Automated security testing using bandit and flake8.,linters,19,True,tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000000,2020-12-29 20:50:06.000000,2020-08-29 05:51:08.000000,15.0,8.0,62.0,2019-10-08 03:58:31.000000,2.1.2,11.0,5.0,3.0,['flake8'],,flake8-bandit,44.0,156.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000000,156.0,250725.0,250725.0,,,,3.0,,,,,,,,,,,,,,,
+216,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,19,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000000,2021-04-21 16:21:07.000000,2019-08-07 13:44:00.000000,12.0,3.0,57.0,2013-06-22 15:34:37.000000,0.1.5,10.0,5.0,10.0,,,unify,69.0,321.0,267.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000000,54.0,43726.0,43726.0,,,,3.0,,,,,,,,,,,,,,,
+217,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,19,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000000,2020-10-16 02:02:54.000000,2020-10-16 01:58:36.000000,5.0,9.0,36.0,2020-10-16 02:02:42.000000,0.3.1,8.0,6.0,2.0,['mkdocs'],,mkdocs-git-revision-date-plugin,24.0,291.0,273.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000000,18.0,12740.0,12740.0,,,,3.0,,,,,,,,,,,,,,,
+218,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,18,True,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000000,2021-07-25 09:13:36.000000,2021-07-25 09:13:35.000000,295.0,179.0,4423.0,2019-02-14 00:27:42.000000,1.1.5,7.0,44.0,135.0,,,,470.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
+219,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,18,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000000,2019-11-25 09:19:01.000000,2019-11-25 09:19:00.000000,109.0,15.0,2076.0,2019-03-09 13:53:12.000000,1.0.0,20.0,18.0,7.0,,,fake2db,242.0,14.0,13.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000000,1.0,371.0,371.0,,,,3.0,,,,,,,,,,,,,,,
+220,heartrate,https://github.com/alexmojaki/heartrate,,Simple real time visualisation of the execution of a Python program.,profiling,18,True,alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000000,2021-07-06 10:06:18.000000,2021-07-06 10:06:18.000000,113.0,2.0,1284.0,2019-08-14 12:49:34.000000,0.2.1,3.0,2.0,4.0,,,heartrate,23.0,24.0,24.0,https://pypi.org/project/heartrate,2019-08-14 12:49:34.000000,0.0,342.0,342.0,,,,3.0,,,,,,,,,,,,,,,
+221,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,18,True,timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000000,2021-06-13 08:00:00.000000,2021-06-13 07:59:39.000000,58.0,29.0,759.0,2021-06-13 08:00:00.000000,1.7.0,28.0,16.0,21.0,,,portray,,8.0,,https://pypi.org/project/portray,2021-06-13 08:00:00.000000,8.0,5847.0,5847.0,,,,3.0,,,,,,,,,,,,,,,
+222,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,18,False,csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000000,2021-01-08 21:28:29.000000,2018-12-06 03:53:03.000000,29.0,8.0,508.0,2018-12-06 03:59:34.000000,0.0.6,6.0,4.0,3.0,,,py-heat,51.0,39.0,29.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000000,10.0,1107.0,1107.0,,,,3.0,,,,,,,,,,,,,,,
+223,python-devtools,https://github.com/samuelcolvin/python-devtools,,Dev tools for python.,logging,18,True,samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000000,2021-05-13 20:54:14.000000,2021-03-30 12:05:16.000000,13.0,22.0,373.0,2020-10-22 13:55:06.000000,0.6.1,10.0,5.0,12.0,,,python-devtools,83.0,404.0,403.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000000,1.0,432.0,432.0,,,,3.0,,,,,,,,,,,,,,,
+224,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,18,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000000,2021-07-28 15:57:26.000000,2017-02-13 18:07:04.000000,15.0,1.0,289.0,2017-02-13 18:07:58.000000,0.0.8,8.0,2.0,13.0,,,pycycle,26.0,53.0,46.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000000,7.0,2704.0,2704.0,,,,3.0,,,,,,,,,,,,,,,
+225,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,18,False,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000000,2021-07-28 19:03:11.000000,2017-12-09 20:00:47.000000,37.0,23.0,215.0,2016-09-18 21:57:32.000000,1.1.0,9.0,15.0,23.0,,,imhotep,356.0,11.0,7.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000000,4.0,52.0,52.0,,,,3.0,,,,,,,,,,,,,,,
+226,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings on multiple projects.,linters,18,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000000,2021-08-09 17:47:59.000000,2021-07-29 14:28:51.000000,10.0,55.0,169.0,2021-07-20 22:57:53.000000,0.27.0,43.0,10.0,33.0,['flake8'],,nitpick,568.0,0.0,,https://pypi.org/project/nitpick,2021-07-20 22:57:49.000000,0.0,7333.0,7333.0,,,,3.0,,4.0,,,,,,,,,,,,,
+227,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,18,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000000,2020-04-13 11:49:33.000000,2019-10-04 19:05:46.000000,18.0,13.0,152.0,2018-06-24 06:23:48.000000,0.8.2,7.0,9.0,5.0,,,pynt,128.0,124.0,70.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000000,54.0,4162.0,4162.0,,,,3.0,,,,,,,,,,,,,,,
+228,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,18,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000000,2021-03-03 04:44:57.000000,2021-03-03 04:44:57.000000,14.0,29.0,102.0,2020-02-01 05:12:09.000000,0.2.2,6.0,10.0,21.0,['flake8'],conda-forge/pandas-vet,pandas-vet,179.0,47.0,47.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000000,0.0,5633.0,5885.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445000,7036.0,3.0,,38.0,,,,,,,,,,,,,
+229,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,18,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000000,2019-12-07 19:55:59.000000,2019-05-24 17:17:56.000000,5.0,3.0,83.0,2014-09-07 13:57:37.000000,0.5.7,23.0,3.0,3.0,,,pyformat,199.0,109.0,87.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000000,22.0,11034.0,11034.0,,,,3.0,,,,,,,,,,,,,,,
+230,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,18,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000000,2021-06-01 22:20:31.000000,2021-04-10 04:03:47.000000,4.0,11.0,11.0,2020-10-24 16:03:12.000000,3.0.1,27.0,3.0,1.0,"['flake8', 'pylint']",,yala,165.0,54.0,36.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000000,18.0,1118.0,1118.0,,,,3.0,,,,,,,,,,,,,,,
+231,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,17,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000000,2021-08-12 07:23:18.000000,2021-08-12 07:14:40.000000,8.0,28.0,338.0,2021-06-30 06:15:57.000000,0.7.1,12.0,6.0,4.0,,conda-forge/beartype,beartype,,0.0,,https://pypi.org/project/beartype,2021-06-30 06:15:57.000000,0.0,9958.0,10369.0,https://anaconda.org/conda-forge/beartype,2021-06-30 08:28:07.135000,5756.0,3.0,,,,,,,,,,,,,,,
+232,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,17,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000000,2021-07-15 00:42:03.000000,2021-07-15 00:42:02.000000,10.0,6.0,215.0,2020-11-27 21:20:22.000000,0.3.1,11.0,5.0,7.0,,,bellybutton,33.0,6.0,6.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000000,0.0,4255.0,4255.0,,,,3.0,,,,,,,,,,,,,,,
+233,pep8ify,https://github.com/spulec/pep8ify,,A library that modifies python source code to conform to pep8.,refactoring,17,False,spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000000,2019-03-08 03:06:14.000000,2014-10-24 20:36:38.000000,12.0,12.0,114.0,2014-10-24 20:36:57.000000,0.0.13,13.0,6.0,6.0,,,pep8ify,154.0,53.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000000,19.0,186.0,186.0,,,,3.0,,,,,,,,,,,,,,,
+234,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,16,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000000,2021-08-12 04:33:15.000000,2021-08-11 03:55:24.000000,116.0,148.0,3114.0,2021-08-09 01:16:26.000000,pyoxidizer/0.17,9.0,34.0,213.0,,,,,,,,,,,26.0,,,,3.0,,497.0,,,,,,,,,,,,,
+235,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,16,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000000,2021-05-16 22:51:30.742000,2021-05-15 17:24:28.000000,16.0,6.0,103.0,2021-05-15 15:22:34.000000,21.5.0,9.0,8.0,9.0,,conda-forge/retype,retype,,34.0,,https://pypi.org/project/retype,2021-05-15 15:22:34.000000,34.0,928.0,1259.0,https://anaconda.org/conda-forge/retype,2021-05-16 22:51:30.742000,14243.0,3.0,,,,,,,,,,,,,,,
+236,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,16,True,elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000000,2020-12-23 02:17:37.000000,2020-12-23 02:11:17.000000,14.0,5.0,91.0,2020-12-23 02:19:02.000000,0.69.1,15.0,6.0,3.0,,,massedit,178.0,10.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000000,10.0,847.0,847.0,,,,3.0,,17.0,,,,,,,,,,,,,
+237,pytest-play,https://github.com/pytest-dev/pytest-play,,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,testing,16,False,pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000000,2019-08-20 15:57:27.000000,2019-06-12 11:57:28.000000,3.0,24.0,63.0,2019-06-12 11:59:29.000000,2.3.1,23.0,3.0,4.0,['pytest'],,pytest-play,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000000,4.0,472.0,472.0,,,,3.0,,,,,,,,,,,,,,,
+238,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,16,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000000,2021-07-19 00:12:57.000000,2021-07-19 00:06:47.000000,10.0,37.0,61.0,2021-07-19 00:13:08.000000,8.5.1,23.0,10.0,2.0,,,pip-run,,0.0,,https://pypi.org/project/pip-run,2021-07-19 00:12:57.000000,0.0,11254.0,11254.0,,,,3.0,,,,,,,,,,,,,,,
+239,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,16,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000000,2021-07-27 08:59:11.000000,2021-07-27 08:59:11.000000,8.0,3.0,34.0,2021-07-27 09:00:22.000000,0.4.8,18.0,6.0,1.0,,,lazydocs,,34.0,34.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000000,0.0,579.0,579.0,,,,3.0,,,,,,,,,,,,,,,
+240,mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,,MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site.,documentation,16,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000000,2021-05-19 18:24:00.000000,2021-05-19 18:20:17.000000,6.0,46.0,22.0,2021-05-19 18:24:00.000000,1.2.3,21.0,1.0,5.0,['mkdocs'],,mkdocs-print-site-plugin,141.0,36.0,36.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-05-19 18:24:00.000000,0.0,3683.0,3683.0,,,,3.0,,,,,,,,,,,,,,,
+241,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,15,True,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000000,2021-07-09 03:09:15.000000,2021-06-08 06:37:31.000000,304.0,62.0,2794.0,,,,32.0,5.0,,,,136.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
+242,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,15,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000000,2021-07-26 06:31:43.000000,2021-07-26 06:31:43.000000,161.0,161.0,1475.0,,,,57.0,25.0,,,,412.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
+243,tbvaccine,https://github.com/skorokithakis/tbvaccine,,A small utility to pretty-print Python tracebacks.,logging,15,False,skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000000,2020-03-01 19:24:46.000000,2020-03-01 19:24:44.000000,12.0,13.0,359.0,2018-12-14 18:07:29.000000,0.3.1,12.0,12.0,7.0,,,tbvaccine,80.0,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000000,,628.0,628.0,,,,3.0,,,,,,,,,,,,,,,
+244,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,15,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000000,2021-06-01 22:15:42.000000,2019-06-27 03:42:48.000000,11.0,10.0,126.0,2018-11-08 03:05:43.000000,0.7.1,25.0,5.0,7.0,,,pipenv-pipes,285.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000000,,339.0,339.0,,,,3.0,,,,,,,,,,,,,,,
+245,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,15,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000000,2021-08-01 15:51:53.000000,2021-08-01 15:51:53.000000,9.0,22.0,40.0,2021-02-11 10:24:35.000000,0.4.0,6.0,5.0,3.0,['mkdocs'],,mkdocs-versioning,133.0,,,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000000,,4195.0,4195.0,,,,3.0,,,,,,,-3.0,,,,,,,,
+246,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,14,False,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000000,2021-07-24 03:44:44.000000,2020-04-11 14:20:38.000000,58.0,51.0,384.0,,,,47.0,39.0,,,,747.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
+247,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,14,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000000,2020-11-30 22:20:25.000000,2020-11-30 22:18:53.000000,21.0,1.0,184.0,2018-12-12 19:47:05.000000,0.7.0,10.0,17.0,8.0,"['flake8', 'mypy']",,linty-fresh,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000000,,65.0,65.0,,,,3.0,,,,,,,,,,,,,,,
+248,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,14,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000000,2021-03-07 09:20:28.000000,2021-03-07 09:20:25.000000,5.0,14.0,97.0,2019-06-17 19:19:47.000000,0.1.1,2.0,3.0,4.0,,,com2ann,28.0,3.0,3.0,https://pypi.org/project/com2ann,2019-06-17 19:19:47.000000,0.0,707.0,707.0,,,,3.0,,,,,,,,,,,,,,,
+249,subpar,https://github.com/google/subpar,,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,packaging,13,False,google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000000,2020-09-16 16:25:54.000000,2019-08-15 01:37:08.000000,60.0,30.0,491.0,2019-05-14 20:14:05.000000,2.0.0,5.0,14.0,33.0,,,,93.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
+250,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,13,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000000,2021-04-19 19:45:59.000000,2021-04-19 19:45:59.000000,3.0,1.0,11.0,2021-03-22 18:29:06.000000,0.6.13,38.0,4.0,,,,universal-build,,5.0,5.0,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000000,0.0,392.0,393.0,,,,3.0,,16.0,,,,,,,,,,,,,
+251,livepython,https://github.com/agermanidis/livepython,,Visually trace Python code in real-time.,profiling,12,False,agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000000,2019-01-22 17:39:55.000000,2017-11-14 21:27:52.000000,165.0,15.0,2456.0,,,,3.0,10.0,,,,20.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
+252,cohesion,https://github.com/mschwager/cohesion,,A tool for measuring Python class cohesion.,code-metrics,12,False,mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000000,2019-08-05 17:14:04.000000,2019-08-05 17:14:01.000000,2.0,11.0,141.0,2019-07-10 16:08:05.000000,1.0.0,9.0,2.0,3.0,,,cohesion,78.0,3.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000000,3.0,1612.0,1612.0,,,,3.0,,,,,,,,,,,,,,,
+253,pyship,https://github.com/jamesabel/pyship,,pyship - ship Python desktop apps to end users.,packaging,11,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000000,2021-06-09 04:34:00.000000,2021-06-09 04:33:22.000000,,,13.0,2021-06-09 04:34:00.000000,0.1.5,17.0,,4.0,,,pyship,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000000,,112.0,112.0,,,,3.0,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index 57f37e6..5aabd44 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,17 +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._
-- invoke (π₯32 Β· β 3.3K Β· π) - Pythonic task management & command execution. BSD-2
-- pdbpp (π₯27 Β· β 760 Β· π) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
-- wasabi (π₯26 Β· β 300 Β· π) - A lightweight console printing and formatting toolkit. MIT
-- Scalene (π₯25 Β· β 4.2K Β· π) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-- pipx (π₯25 Β· β 3.9K Β· π) - Install and Run Python Applications in Isolated Environments. MIT
+- psutil (π₯37 Β· β 7.6K Β· π) - Cross-platform lib for process and system monitoring in Python. BSD-3
+- mkdocs (π₯36 Β· β 13K Β· π) - Project documentation with Markdown. BSD-2
+- black (π₯34 Β· β 22K Β· π) - The uncompromising Python code formatter. MIT
+- poetry (π₯33 Β· β 16K Β· π) - Python dependency management and packaging made easy. MIT
+- python-json-logger (π₯32 Β· β 1K Β· π) - Json Formatter for the standard python logger. BSD-2
## 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._
-- py-spy (π₯28 Β· β 7.1K Β· π) - Sampling profiler for Python programs. MIT
-- Birdseye (π₯19 Β· β 1.4K Β· π) - Graphical Python debugger which lets you easily view the values of.. MIT
-- portray (π₯18 Β· β 750 Β· π) - Your Project with Great Documentation. MIT
+- pyinstaller (π₯28 Β· β 8.3K Β· π) - Freeze (package) Python programs into stand-alone.. βοΈGPL-2.0
+- pyre-check (π₯25 Β· β 5.5K Β· π) - Performant type-checking for python. MIT
+- pyinstrument (π₯25 Β· β 3.1K Β· π) - Call stack profiler for Python. Shows you why your code is.. BSD-3
+- mypy-protobuf (π₯21 Β· β 370 Β· π) - open source tools to generate mypy stubs from protobufs. Apache-2
+- mkdocs-versioning (π₯15 Β· β 40 Β· π) - A tool that allows for versioning sites built with.. MIT