diff --git a/README.md b/README.md
index 152d282..ec4df5b 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
-This curated list contains 250 awesome open-source projects with a total of 570K 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 580K 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!
---
@@ -77,23 +77,23 @@ This curated list contains 250 awesome open-source projects with a total of 570K
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» 460 Β· π 1.7K Β· π¦ 34K Β· π 6.3K - 27% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/python/mypy) (π¨βπ» 460 Β· π 1.7K Β· π¦ 35K Β· π 6.3K - 27% open Β· β±οΈ 25.05.2021):
```
git clone https://github.com/python/mypy
```
-- [PyPi](https://pypi.org/project/mypy) (π₯ 6.7M / month Β· π¦ 6.1K Β· β±οΈ 19.02.2021):
+- [PyPi](https://pypi.org/project/mypy) (π₯ 6.6M / month Β· π¦ 6.1K Β· β±οΈ 19.02.2021):
```
pip install mypy
```
-- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 900K Β· β±οΈ 02.04.2021):
+- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 940K Β· β±οΈ 02.04.2021):
```
conda install -c conda-forge mypy
```
flake8 (π₯36 Β· β 1.2K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
+flake8 (π₯36 Β· β 1.3K) - 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¦ 170K Β· π 1.3K - 2% open Β· β±οΈ 11.05.2021):
+- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 160 Β· π 180 Β· π¦ 170K Β· π 1.3K - 2% open Β· β±οΈ 24.05.2021):
```
git clone https://github.com/PyCQA/flake8
@@ -102,7 +102,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install flake8
```
-- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 2.4M Β· β±οΈ 10.05.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 2.5M Β· β±οΈ 10.05.2021):
```
conda install -c conda-forge flake8
```
@@ -114,18 +114,18 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/PyCQA/pycodestyle
```
-- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 17M / month Β· π¦ 21K Β· β±οΈ 14.03.2021):
+- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 16M / month Β· π¦ 21K Β· β±οΈ 14.03.2021):
```
pip install pycodestyle
```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 2.5M Β· β±οΈ 15.03.2021):
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 2.6M Β· β±οΈ 15.03.2021):
```
conda install -c conda-forge pycodestyle
```
pylint (π₯34 Β· β 3.3K) - It's not just a linter that annoys you!. βοΈGPL-2.0
+pylint (π₯34 Β· β 3.4K) - It's not just a linter that annoys you!. βοΈGPL-2.0
-- [GitHub](https://github.com/PyCQA/pylint) (π¨βπ» 390 Β· π 700 Β· π 3.4K - 20% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/PyCQA/pylint) (π¨βπ» 390 Β· π 700 Β· π 3.4K - 20% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/PyCQA/pylint
@@ -134,14 +134,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install pylint
```
-- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 1.8M Β· β±οΈ 03.03.2021):
+- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 1.9M Β· β±οΈ 03.03.2021):
```
conda install -c conda-forge pylint
```
pyflakes (π₯32 Β· β 1K) - A simple program which checks Python source files for errors. MIT
-- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 76 Β· π 140 Β· π¦ 87K Β· π 420 - 19% open Β· β±οΈ 24.03.2021):
+- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 77 Β· π 140 Β· π¦ 89K Β· π 420 - 19% open Β· β±οΈ 22.05.2021):
```
git clone https://github.com/PyCQA/pyflakes
@@ -150,70 +150,70 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install pyflakes
```
-- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 2.4M Β· β±οΈ 24.03.2021):
+- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 2.5M Β· β±οΈ 24.03.2021):
```
conda install -c conda-forge pyflakes
```
parso (π₯32 Β· β 400) - A Python Parser. MIT
-- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 40 Β· π 67 Β· π¦ 120K Β· π 97 - 8% open Β· β±οΈ 22.04.2021):
+- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 40 Β· π 68 Β· π¦ 130K Β· π 97 - 8% open Β· β±οΈ 15.05.2021):
```
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₯ 13M / month Β· π¦ 11K Β· β±οΈ 30.03.2021):
```
pip install parso
```
-- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 3.9M Β· β±οΈ 31.03.2021):
+- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 4M Β· β±οΈ 31.03.2021):
```
conda install -c conda-forge parso
```
pydocstyle (π₯30 Β· β 770) - docstring style checker. MIT
-- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 72 Β· π 150 Β· π₯ 51 Β· π¦ 16K Β· π 260 - 28% open Β· β±οΈ 09.05.2021):
+- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 72 Β· π 150 Β· π₯ 51 Β· π¦ 16K Β· π 270 - 27% open Β· β±οΈ 17.05.2021):
```
git clone https://github.com/PyCQA/pydocstyle
```
-- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 2M / month Β· π¦ 3.9K Β· β±οΈ 18.03.2021):
+- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 2.1M / month Β· π¦ 3.9K Β· β±οΈ 17.05.2021):
```
pip install pydocstyle
```
-- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 350K Β· β±οΈ 19.03.2021):
+- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 360K Β· β±οΈ 18.05.2021):
```
conda install -c conda-forge pydocstyle
```
pyre-check (π₯29 Β· β 5.4K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 160 Β· π 310 Β· π 260 - 25% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 160 Β· π 320 Β· π 260 - 25% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pyre-check) (π₯ 19K / month Β· π¦ 46 Β· β±οΈ 11.05.2021):
+- [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 270 Β· π¦ 320 Β· π 950 - 8% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 140 Β· π 270 Β· π¦ 340 Β· π 950 - 8% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 66K / month Β· π¦ 14 Β· β±οΈ 27.02.2021):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 73K / month Β· π¦ 14 Β· β±οΈ 27.02.2021):
```
pip install wemake-python-styleguide
```
flake8-bugbear (π₯29 Β· β 540) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 37 Β· π 41 Β· π¦ 3.5K Β· π 89 - 40% open Β· β±οΈ 01.04.2021):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 37 Β· π 41 Β· π¦ 3.6K Β· π 89 - 40% open Β· β±οΈ 01.04.2021):
```
git clone https://github.com/PyCQA/flake8-bugbear
@@ -222,47 +222,35 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install flake8-bugbear
```
-- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 280K Β· β±οΈ 02.04.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 290K Β· β±οΈ 02.04.2021):
```
conda install -c conda-forge flake8-bugbear
```
hacking (π₯29 Β· β 220 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
+hacking (π₯29 Β· β 220) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 180 Β· π 66 Β· β±οΈ 03.05.2021):
```
git clone https://github.com/openstack/hacking
```
-- [PyPi](https://pypi.org/project/hacking) (π₯ 350K / month Β· π¦ 8.7K Β· β±οΈ 21.04.2021):
+- [PyPi](https://pypi.org/project/hacking) (π₯ 200K / month Β· π¦ 8.7K Β· β±οΈ 21.04.2021):
```
pip install hacking
```
pyright (π₯28 Β· β 6.7K) - Static type checker for Python. MIT
-
-- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 55 Β· π 320 Β· π¦ 73 Β· π 1.5K - 1% open Β· β±οΈ 06.05.2021):
-
- ```
- git clone https://github.com/Microsoft/pyright
- ```
-- [NPM](https://www.npmjs.com/package/pyright) (π₯ 81K / month Β· π¦ 4 Β· β±οΈ 06.05.2021):
- ```
- npm install pyright
- ```
-pytype (π₯28 Β· β 3.3K) - A static type analyzer for Python code. Apache-2
-- [GitHub](https://github.com/google/pytype) (π¨βπ» 61 Β· π 190 Β· π 420 - 23% open Β· β±οΈ 11.05.2021):
+- [GitHub](https://github.com/google/pytype) (π¨βπ» 61 Β· π 190 Β· π 420 - 24% open Β· β±οΈ 25.05.2021):
```
git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/pytype) (π₯ 120K / month Β· π¦ 88 Β· β±οΈ 11.05.2021):
+- [PyPi](https://pypi.org/project/pytype) (π₯ 99K / month Β· π¦ 88 Β· β±οΈ 25.05.2021):
```
pip install pytype
```
-- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 44K Β· β±οΈ 13.10.2020):
+- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 46K Β· β±οΈ 13.10.2020):
```
conda install -c conda-forge pytype
```
@@ -274,7 +262,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/PyCQA/pylint-django
```
-- [PyPi](https://pypi.org/project/pylint-django) (π₯ 630K / month Β· π¦ 2.2K Β· β±οΈ 09.04.2021):
+- [PyPi](https://pypi.org/project/pylint-django) (π₯ 620K / month Β· π¦ 2.2K Β· β±οΈ 09.04.2021):
```
pip install pylint-django
```
@@ -283,21 +271,21 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge pylint-django
```
coala (π₯27 Β· β 3.2K Β· π) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
+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 17.04.2021):
+- [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 16.05.2021):
```
git clone https://github.com/coala/coala
```
-- [PyPi](https://pypi.org/project/coala-bears) (π₯ 3.1K / month Β· π¦ 210 Β· β±οΈ 10.11.2017):
+- [PyPi](https://pypi.org/project/coala-bears) (π₯ 2K / month Β· π¦ 210 Β· β±οΈ 10.11.2017):
```
pip install coala-bears
```
darglint (π₯26 Β· β 300) - A python documentation linter which checks that the docstring description.. MIT
+darglint (π₯26 Β· β 310) - A python documentation linter which checks that the docstring description.. MIT
-- [GitHub](https://github.com/terrencepreilly/darglint) (π¨βπ» 21 Β· π 23 Β· π¦ 400 Β· π 130 - 29% open Β· β±οΈ 04.04.2021):
+- [GitHub](https://github.com/terrencepreilly/darglint) (π¨βπ» 21 Β· π 24 Β· π¦ 420 Β· π 130 - 28% open Β· β±οΈ 04.04.2021):
```
git clone https://github.com/terrencepreilly/darglint
@@ -311,26 +299,26 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge darglint
```
mypy-protobuf (π₯25 Β· β 350) - open source tools to generate mypy stubs from protobufs. Apache-2
+pyright (π₯25 Β· β 6.8K Β· π) - Static type checker for Python. MIT
-- [GitHub](https://github.com/dropbox/mypy-protobuf) (π¨βπ» 27 Β· π 54 Β· π¦ 220 Β· π 70 - 17% open Β· β±οΈ 25.02.2021):
+- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 55 Β· π 330 Β· π¦ 77 Β· π 1.6K - 0% open Β· β±οΈ 26.05.2021):
```
- git clone https://github.com/dropbox/mypy-protobuf
+ git clone https://github.com/Microsoft/pyright
```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 530K / month Β· π¦ 24 Β· β±οΈ 04.02.2021):
+- [NPM](https://www.npmjs.com/package/pyright) (π₯ 84K / month Β· π¦ 4 Β· β±οΈ 26.05.2021):
```
- pip install mypy-protobuf
+ npm install pyright
```
flake8-import-order (π₯25 Β· β 240 Β· π€) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
+flake8-import-order (π₯25 Β· β 240 Β· π€) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 40 Β· π 61 Β· π 96 - 11% open Β· β±οΈ 04.08.2020):
```
git clone https://github.com/PyCQA/flake8-import-order
```
-- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 380K / month Β· π¦ 1.9K Β· β±οΈ 04.03.2019):
+- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 390K / month Β· π¦ 1.9K Β· β±οΈ 04.03.2019):
```
pip install flake8-import-order
```
@@ -339,14 +327,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge flake8-import-order
```
check-manifest (π₯25 Β· β 230) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
+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¦ 4.8K Β· π 85 - 17% open Β· β±οΈ 22.04.2021):
+- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 19 Β· π 30 Β· π¦ 5.2K Β· π 85 - 17% open Β· β±οΈ 22.04.2021):
```
git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/check-manifest) (π₯ 200K / month Β· π¦ 1.8K Β· β±οΈ 04.01.2021):
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 190K / month Β· π¦ 1.8K Β· β±οΈ 04.01.2021):
```
pip install check-manifest
```
@@ -355,22 +343,34 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge check-manifest
```
flake8-quotes (π₯25 Β· β 130 Β· π€) - Flake8 extension for checking quotes in python. MIT
+flake8-quotes (π₯25 Β· β 130 Β· π€) - Flake8 extension for checking quotes in python. MIT
- [GitHub](https://github.com/zheller/flake8-quotes) (π¨βπ» 28 Β· π 33 Β· π¦ 3.1K Β· π 42 - 7% open Β· β±οΈ 12.05.2020):
```
git clone https://github.com/zheller/flake8-quotes
```
-- [PyPi](https://pypi.org/project/flake8-quotes) (π₯ 570K / month Β· π¦ 1.4K Β· β±οΈ 12.05.2020):
+- [PyPi](https://pypi.org/project/flake8-quotes) (π₯ 640K / month Β· π¦ 1.4K Β· β±οΈ 12.05.2020):
```
pip install flake8-quotes
```
-- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (π₯ 540K Β· β±οΈ 13.05.2020):
+- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (π₯ 560K Β· β±οΈ 13.05.2020):
```
conda install -c conda-forge flake8-quotes
```
mypy-protobuf (π₯24 Β· β 350 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 54 Β· π¦ 220 Β· π 71 - 16% open Β· β±οΈ 25.02.2021):
+
+ ```
+ git clone https://github.com/dropbox/mypy-protobuf
+ ```
+- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 410K / month Β· π¦ 24 Β· β±οΈ 04.02.2021):
+ ```
+ pip install mypy-protobuf
+ ```
+flake8-isort (π₯24 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¦ 2.8K Β· π 46 - 19% open Β· β±οΈ 11.08.2020):
@@ -378,46 +378,58 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/gforcada/flake8-isort
```
-- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 440K / month Β· π¦ 930 Β· β±οΈ 11.08.2020):
+- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 430K / month Β· π¦ 930 Β· β±οΈ 11.08.2020):
```
pip install flake8-isort
```
-- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 11K Β· β±οΈ 11.08.2020):
+- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 12K Β· β±οΈ 11.08.2020):
```
conda install -c conda-forge flake8-isort
```
flake8-comprehensions (π₯23 Β· β 270) - 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 11.05.2021):
+- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 10 Β· π 13 Β· π 37 - 18% open Β· β±οΈ 22.05.2021):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 520K / month Β· π¦ 710 Β· β±οΈ 10.05.2021):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 540K / month Β· π¦ 710 Β· β±οΈ 10.05.2021):
```
pip install flake8-comprehensions
```
-- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 330K Β· β±οΈ 10.05.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 340K Β· β±οΈ 10.05.2021):
```
conda install -c conda-forge flake8-comprehensions
```
data-science-types (π₯23 Β· β 180 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
+
+- [GitHub](https://github.com/predictive-analytics-lab/data-science-types) (π¨βπ» 44 Β· π 58 Β· π¦ 81 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₯ 16K / month Β· β±οΈ 16.02.2021):
+ ```
+ pip install data-science-types
+ ```
+flake8-eradicate (π₯22 Β· β 190) - Flake8 plugin to find commented out or dead code. MIT
-- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 9 Β· π 6 Β· π 26 - 7% open Β· β±οΈ 11.05.2021):
+- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 9 Β· π 7 Β· π 26 - 7% open Β· β±οΈ 17.05.2021):
```
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 12.10.2020):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 210K / month Β· π¦ 72 Β· β±οΈ 12.10.2020):
```
pip install flake8-eradicate
```
flake8-builtins (π₯22 Β· β 64) - Check for python builtins being used as variables or.. βοΈGPL-2.0
+flake8-builtins (π₯22 Β· β 65) - 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¦ 1.9K 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¦ 2K Β· π 33 - 6% open Β· β±οΈ 14.04.2021):
```
git clone https://github.com/gforcada/flake8-builtins
@@ -433,19 +445,19 @@ This curated list contains 250 awesome open-source projects with a total of 570K
Fixit (π₯21 Β· β 240) - 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 36 Β· π¦ 5 Β· π 46 - 52% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/Instagram/Fixit) (π¨βπ» 25 Β· π 37 Β· π¦ 6 Β· π 58 - 58% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/Instagram/Fixit
```
-- [PyPi](https://pypi.org/project/fixit) (π₯ 1.6K / month Β· β±οΈ 11.12.2020):
+- [PyPi](https://pypi.org/project/fixit) (π₯ 1.5K / month Β· β±οΈ 11.12.2020):
```
pip install fixit
```
flake8-black (π₯21 Β· β 85) - flake8 plugin to run black for checking Python coding style. MIT
+flake8-black (π₯21 Β· β 87) - 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¦ 700 Β· π 18 - 22% open Β· β±οΈ 15.04.2021):
+- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 4 Β· π 7 Β· π¦ 730 Β· π 18 - 22% open Β· β±οΈ 15.04.2021):
```
git clone https://github.com/peterjc/flake8-black
@@ -454,14 +466,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install flake8-black
```
-- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 95K Β· β±οΈ 25.07.2020):
+- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 100K Β· β±οΈ 25.07.2020):
```
conda install -c conda-forge flake8-black
```
pylint-flask (π₯21 Β· β 57) - 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¦ 4.9K 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¦ 5K Β· π 9 - 44% open Β· β±οΈ 10.03.2021):
```
git clone https://github.com/jschaf/pylint-flask
@@ -475,33 +487,21 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge pylint-flask
```
data-science-types (π₯20 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 58 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₯ 17K / month Β· β±οΈ 16.02.2021):
- ```
- pip install data-science-types
- ```
-flake8-mypy (π₯20 Β· β 100 Β· π€) - A plugin for flake8 integrating Mypy. MIT
-- [GitHub](https://github.com/ambv/flake8-mypy) (π¨βπ» 8 Β· π 15 Β· π¦ 680 Β· π 22 - 86% open Β· β±οΈ 19.06.2020):
+- [GitHub](https://github.com/ambv/flake8-mypy) (π¨βπ» 8 Β· π 15 Β· π¦ 690 Β· π 22 - 86% open Β· β±οΈ 19.06.2020):
```
git clone https://github.com/ambv/flake8-mypy
```
-- [PyPi](https://pypi.org/project/flake8-mypy) (π₯ 41K / month Β· π¦ 200 Β· β±οΈ 31.08.2017):
+- [PyPi](https://pypi.org/project/flake8-mypy) (π₯ 36K / month Β· π¦ 200 Β· β±οΈ 31.08.2017):
```
pip install flake8-mypy
```
flakehell (π₯19 Β· β 220) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
-- [GitHub](https://github.com/life4/flakehell) (π¨βπ» 15 Β· π 34 Β· π₯ 50 Β· β±οΈ 11.01.2021):
+- [GitHub](https://github.com/life4/flakehell) (π¨βπ» 15 Β· π 33 Β· π₯ 50 Β· β±οΈ 11.01.2021):
```
git clone https://github.com/life4/flakehell
@@ -513,12 +513,12 @@ This curated list contains 250 awesome open-source projects with a total of 570K
nitpick (π₯19 Β· β 150) - Enforce the same settings on multiple projects. MIT
-- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 10 Β· π 9 Β· π₯ 3 Β· π 84 - 36% open Β· β±οΈ 10.05.2021):
+- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 10 Β· π 9 Β· π₯ 3 Β· π 84 - 36% open Β· β±οΈ 18.05.2021):
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 9.7K / month Β· β±οΈ 16.03.2021):
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 11K / month Β· β±οΈ 16.03.2021):
```
pip install nitpick
```
@@ -530,19 +530,19 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/tylerwince/flake8-bandit
```
-- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 200K / month Β· π¦ 160 Β· β±οΈ 08.10.2019):
+- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 210K / month Β· π¦ 160 Β· β±οΈ 08.10.2019):
```
pip install flake8-bandit
```
pandas-vet (π₯18 Β· β 93) - A plugin for Flake8 that checks pandas code. MIT
-- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 10 Β· π 14 Β· π₯ 33 Β· π¦ 36 Β· π 49 - 42% open Β· β±οΈ 03.03.2021):
+- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 10 Β· π 14 Β· π₯ 33 Β· π¦ 37 Β· π 49 - 42% open Β· β±οΈ 03.03.2021):
```
git clone https://github.com/deppen8/pandas-vet
```
-- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 7.2K / month Β· β±οΈ 01.02.2020):
+- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 6.6K / month Β· β±οΈ 01.02.2020):
```
pip install pandas-vet
```
@@ -551,18 +551,18 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge pandas-vet
```
beartype (π₯17 Β· β 250) - Unbearably fast O(1) runtime type-checking in pure Python. MIT
+beartype (π₯17 Β· β 260) - Unbearably fast O(1) runtime type-checking in pure Python. MIT
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 4 Β· π 6 Β· π 25 - 16% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 4 Β· π 6 Β· π 24 - 12% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 9.1K / month Β· β±οΈ 04.03.2021):
+- [PyPi](https://pypi.org/project/beartype) (π₯ 11K / month Β· β±οΈ 25.05.2021):
```
pip install beartype
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 3.9K Β· β±οΈ 04.03.2021):
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 4.1K Β· β±οΈ 25.05.2021):
```
conda install -c conda-forge beartype
```
@@ -574,7 +574,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/hchasestevens/bellybutton
```
-- [PyPi](https://pypi.org/project/bellybutton) (π₯ 7.6K / month Β· β±οΈ 27.11.2020):
+- [PyPi](https://pypi.org/project/bellybutton) (π₯ 7.5K / month Β· β±οΈ 27.11.2020):
```
pip install bellybutton
```
@@ -594,11 +594,11 @@ This curated list contains 250 awesome open-source projects with a total of 570K
Show 6 hidden projects...
- pep8-naming (π₯27 Β· β 300) - Naming Convention checker for Python. βοΈSaxpath
-- pylama (π₯25 Β· β 780 Β· π) - Code audit tool for python. βοΈLGPL-3.0
+- pylama (π₯25 Β· β 780 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 MIT
-- yala (π₯18 Β· β 11) - Yet Another Linter Aggregator. MIT MIT
+- imhotep (π₯17 Β· β 210 Β· π) - A static-analysis bot for Github. MIT
+- yala (π₯17 Β· β 11) - Yet Another Linter Aggregator. MIT
@@ -608,39 +608,39 @@ This curated list contains 250 awesome open-source projects with a total of 570K
autopep8 (π₯34 Β· β 3.8K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
-- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 50 Β· π 240 Β· π¦ 75K Β· π 420 - 20% open Β· β±οΈ 30.04.2021):
+- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 50 Β· π 240 Β· π¦ 76K 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₯ 2.2M / month Β· π¦ 10K Β· β±οΈ 30.04.2021):
+- [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₯ 450K Β· β±οΈ 30.04.2021):
+- [Conda](https://anaconda.org/conda-forge/autopep8) (π₯ 460K Β· β±οΈ 30.04.2021):
```
conda install -c conda-forge autopep8
```
black (π₯33 Β· β 21K Β· π) - The uncompromising Python code formatter. MIT
+black (π₯33 Β· β 21K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (π¨βπ» 240 Β· π 1.3K Β· π₯ 14K Β· π¦ 57K Β· π 1.5K - 25% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/psf/black) (π¨βπ» 250 Β· π 1.3K Β· π₯ 14K Β· π¦ 59K Β· π 1.5K - 24% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/psf/black
```
-- [PyPi](https://pypi.org/project/black) (π₯ 7.2M / month Β· π¦ 6.2K Β· β±οΈ 10.05.2021):
+- [PyPi](https://pypi.org/project/black) (π₯ 7.6M / month Β· π¦ 6.2K Β· β±οΈ 10.05.2021):
```
pip install black
```
-- [Conda](https://anaconda.org/conda-forge/black) (π₯ 1.5M Β· β±οΈ 06.05.2021):
+- [Conda](https://anaconda.org/conda-forge/black) (π₯ 1.6M Β· β±οΈ 25.05.2021):
```
conda install -c conda-forge black
```
isort (π₯33 Β· β 3.9K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 230 Β· π 390 Β· π¦ 170K Β· π 950 - 3% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 240 Β· π 400 Β· π¦ 170K Β· π 950 - 3% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/PyCQA/isort
@@ -656,28 +656,28 @@ This curated list contains 250 awesome open-source projects with a total of 570K
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¦ 19K Β· π 680 - 45% open Β· β±οΈ 04.05.2021):
+- [GitHub](https://github.com/google/yapf) (π¨βπ» 130 Β· π 790 Β· π¦ 20K Β· π 680 - 45% open Β· β±οΈ 04.05.2021):
```
git clone https://github.com/google/yapf
```
-- [PyPi](https://pypi.org/project/yapf) (π₯ 1.6M / month Β· π¦ 3.4K Β· β±οΈ 23.04.2020):
+- [PyPi](https://pypi.org/project/yapf) (π₯ 1.7M / month Β· π¦ 3.4K Β· β±οΈ 23.04.2020):
```
pip install yapf
```
-- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 630K Β· β±οΈ 19.04.2021):
+- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 650K Β· β±οΈ 19.04.2021):
```
conda install -c conda-forge yapf
```
docformatter (π₯24 Β· β 210) - Formats docstrings to follow PEP 257. MIT
-- [GitHub](https://github.com/myint/docformatter) (π¨βπ» 15 Β· π 30 Β· π¦ 580 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¦ 600 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₯ 68K / month Β· π¦ 110 Β· β±οΈ 27.12.2020):
+- [PyPi](https://pypi.org/project/docformatter) (π₯ 64K / month Β· π¦ 110 Β· β±οΈ 27.12.2020):
```
pip install docformatter
```
@@ -699,23 +699,23 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
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₯ 13M / month Β· π¦ 16K Β· β±οΈ 25.12.2020):
```
pip install jedi
```
-- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 4.9M Β· β±οΈ 14.01.2021):
+- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 5M Β· β±οΈ 14.01.2021):
```
conda install -c conda-forge jedi
```
rope (π₯29 Β· β 1.1K) - a python refactoring library. βοΈLGPL-3.0
-- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 63 Β· π 120 Β· π¦ 28K Β· π 190 - 39% open Β· β±οΈ 18.04.2021):
+- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 63 Β· π 120 Β· π¦ 29K Β· π 190 - 39% open Β· β±οΈ 20.05.2021):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (π₯ 380K / month Β· π¦ 2.9K Β· β±οΈ 07.10.2020):
+- [PyPi](https://pypi.org/project/rope) (π₯ 400K / month Β· π¦ 2.9K Β· β±οΈ 07.10.2020):
```
pip install rope
```
@@ -724,14 +724,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge rope
```
vulture (π₯27 Β· β 1.6K) - Find dead Python code. MIT
+vulture (π₯27 Β· β 1.7K) - Find dead Python code. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 28 Β· π 75 Β· π¦ 910 Β· π 140 - 8% open Β· β±οΈ 29.04.2021):
+- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 28 Β· π 77 Β· π¦ 930 Β· π 140 - 8% open Β· β±οΈ 29.04.2021):
```
git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/vulture) (π₯ 120K / month Β· π¦ 360 Β· β±οΈ 16.01.2021):
+- [PyPi](https://pypi.org/project/vulture) (π₯ 140K / month Β· π¦ 360 Β· β±οΈ 16.01.2021):
```
pip install vulture
```
@@ -740,9 +740,9 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge vulture
```
autoflake (π₯26 Β· β 380) - Removes unused imports and unused variables as reported by pyflakes. MIT
+autoflake (π₯26 Β· β 390) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/myint/autoflake) (π¨βπ» 17 Β· π 41 Β· π¦ 2.2K Β· π 56 - 41% open Β· β±οΈ 27.12.2020):
+- [GitHub](https://github.com/myint/autoflake) (π¨βπ» 17 Β· π 44 Β· π¦ 2.2K Β· π 66 - 50% open Β· β±οΈ 27.12.2020):
```
git clone https://github.com/myint/autoflake
@@ -751,23 +751,23 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install autoflake
```
-- [Conda](https://anaconda.org/conda-forge/autoflake) (π₯ 110K Β· β±οΈ 25.04.2019):
+- [Conda](https://anaconda.org/conda-forge/autoflake) (π₯ 110K Β· β±οΈ 26.05.2021):
```
conda install -c conda-forge autoflake
```
MonkeyType (π₯24 Β· β 3.4K) - A system for Python that generates static type annotations by.. BSD-3
+MonkeyType (π₯23 Β· β 3.4K Β· π) - A system for Python that generates static type annotations by.. BSD-3
-- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 35 Β· π 130 Β· π¦ 120 Β· π 140 - 25% open Β· β±οΈ 23.04.2021):
+- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 36 Β· π 130 Β· π¦ 120 Β· π 140 - 26% open Β· β±οΈ 24.05.2021):
```
git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/monkeytype) (π₯ 44K / month Β· π¦ 34 Β· β±οΈ 18.05.2020):
+- [PyPi](https://pypi.org/project/monkeytype) (π₯ 47K / month Β· π¦ 34 Β· β±οΈ 21.05.2021):
```
pip install monkeytype
```
-- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 31K Β· β±οΈ 19.05.2020):
+- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 32K Β· β±οΈ 22.05.2021):
```
conda install -c conda-forge monkeytype
```
@@ -779,46 +779,46 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/facebookincubator/Bowler
```
-- [PyPi](https://pypi.org/project/bowler) (π₯ 53K / month Β· π¦ 10 Β· β±οΈ 17.09.2020):
+- [PyPi](https://pypi.org/project/bowler) (π₯ 50K / month Β· π¦ 10 Β· β±οΈ 17.09.2020):
```
pip install bowler
```
-- [Conda](https://anaconda.org/conda-forge/bowler) (π₯ 9.5K Β· β±οΈ 12.06.2019):
+- [Conda](https://anaconda.org/conda-forge/bowler) (π₯ 9.6K Β· β±οΈ 12.06.2019):
```
conda install -c conda-forge bowler
```
pyupgrade (π₯23 Β· β 940) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+pyupgrade (π₯23 Β· β 980) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
-- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 15 Β· π 62 Β· π 180 - 9% open Β· β±οΈ 08.05.2021):
+- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 18 Β· π 65 Β· π 180 - 8% open Β· β±οΈ 25.05.2021):
```
git clone https://github.com/asottile/pyupgrade
```
-- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 120K / month Β· π¦ 10 Β· β±οΈ 08.05.2021):
+- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 140K / month Β· π¦ 10 Β· β±οΈ 25.05.2021):
```
pip install pyupgrade
```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 200K Β· β±οΈ 08.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 210K Β· β±οΈ 25.05.2021):
```
conda install -c conda-forge pyupgrade
```
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 46 Β· π¦ 58 Β· π 58 - 43% open Β· β±οΈ 19.03.2021):
+- [GitHub](https://github.com/dropbox/pyannotate) (π¨βπ» 16 Β· π 46 Β· π¦ 59 Β· π 58 - 43% open Β· β±οΈ 19.03.2021):
```
git clone https://github.com/dropbox/pyannotate
```
-- [PyPi](https://pypi.org/project/pyannotate) (π₯ 5K / month Β· π¦ 26 Β· β±οΈ 16.09.2019):
+- [PyPi](https://pypi.org/project/pyannotate) (π₯ 4.5K / month Β· π¦ 26 Β· β±οΈ 16.09.2019):
```
pip install pyannotate
```
add-trailing-comma (π₯21 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 13 Β· π 34 - 2% open Β· β±οΈ 10.05.2021):
+- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 9 Β· π 13 Β· π 35 - 5% open Β· β±οΈ 24.05.2021):
```
git clone https://github.com/asottile/add-trailing-comma
@@ -835,47 +835,47 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/unimport) (π₯ 4.2K / month Β· β±οΈ 10.03.2021):
+- [PyPi](https://pypi.org/project/unimport) (π₯ 3.9K / month Β· β±οΈ 10.03.2021):
```
pip install unimport
```
massedit (π₯18 Β· β 89) - Programmatically edit text files with Python. Useful for source to source.. MIT
+massedit (π₯18 Β· β 90) - Programmatically edit text files with Python. Useful for source to source.. MIT
- [GitHub](https://github.com/elmotec/massedit) (π¨βπ» 6 Β· π 13 Β· π₯ 15 Β· π 8 - 37% open Β· β±οΈ 23.12.2020):
```
git clone https://github.com/elmotec/massedit
```
-- [PyPi](https://pypi.org/project/massedit) (π₯ 1.2K / month Β· π¦ 10 Β· β±οΈ 23.12.2020):
+- [PyPi](https://pypi.org/project/massedit) (π₯ 1.3K / month Β· π¦ 10 Β· β±οΈ 23.12.2020):
```
pip install massedit
```
retype (π₯17 Β· β 99) - Re-apply type annotations from .pyi stubs to your codebase. MIT
+retype (π₯17 Β· β 100) - Re-apply type annotations from .pyi stubs to your codebase. MIT
-- [GitHub](https://github.com/ambv/retype) (π¨βπ» 7 Β· π 15 Β· π 12 - 75% open Β· β±οΈ 20.03.2021):
+- [GitHub](https://github.com/ambv/retype) (π¨βπ» 8 Β· π 16 Β· π 14 - 64% open Β· β±οΈ 15.05.2021):
```
git clone https://github.com/ambv/retype
```
-- [PyPi](https://pypi.org/project/retype) (π₯ 1.2K / month Β· π¦ 34 Β· β±οΈ 11.10.2020):
+- [PyPi](https://pypi.org/project/retype) (π₯ 1.1K / month Β· π¦ 34 Β· β±οΈ 15.05.2021):
```
pip install retype
```
-- [Conda](https://anaconda.org/conda-forge/retype) (π₯ 13K Β· β±οΈ 11.10.2020):
+- [Conda](https://anaconda.org/conda-forge/retype) (π₯ 13K Β· β±οΈ 16.05.2021):
```
conda install -c conda-forge retype
```
com2ann (π₯14 Β· β 85) - Tool for translation type comments to type annotations in Python. MIT
+com2ann (π₯14 Β· β 89) - Tool for translation type comments to type annotations in Python. MIT
-- [GitHub](https://github.com/ilevkivskyi/com2ann) (π¨βπ» 3 Β· π 4 Β· π¦ 2 Β· π 18 - 22% open Β· β±οΈ 07.03.2021):
+- [GitHub](https://github.com/ilevkivskyi/com2ann) (π¨βπ» 3 Β· π 5 Β· π¦ 2 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₯ 440 / month Β· β±οΈ 17.06.2019):
+- [PyPi](https://pypi.org/project/com2ann) (π₯ 670 / month Β· β±οΈ 17.06.2019):
```
pip install com2ann
```
@@ -896,7 +896,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
bandit (π₯32 Β· β 3.2K) - 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 320 Β· π₯ 46 Β· π¦ 6.6K Β· π 530 - 31% open Β· β±οΈ 12.04.2021):
+- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 130 Β· π 320 Β· π₯ 46 Β· π¦ 6.7K Β· π 530 - 31% open Β· β±οΈ 12.04.2021):
```
git clone https://github.com/PyCQA/bandit
@@ -905,42 +905,42 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install bandit
```
-- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 63K Β· β±οΈ 10.03.2021):
+- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 68K Β· β±οΈ 10.03.2021):
```
conda install -c conda-forge bandit
```
safety (π₯28 Β· β 1K) - Safety checks your installed dependencies for known security vulnerabilities. MIT
-- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 35 Β· π 83 Β· π₯ 44K Β· π¦ 1.8K Β· π 110 - 39% open Β· β±οΈ 28.04.2021):
+- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 35 Β· π 85 Β· π₯ 46K Β· π¦ 1.9K 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₯ 590K / month Β· π¦ 540 Β· β±οΈ 15.01.2021):
+- [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₯ 17K Β· β±οΈ 15.01.2021):
+- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 18K Β· β±οΈ 15.01.2021):
```
conda install -c conda-forge safety
```
sqlmap (π₯26 Β· β 20K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
-- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 110 Β· π 4.3K Β· π 4.3K - 1% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 110 Β· π 4.3K Β· π 4.3K - 1% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/sqlmapproject/sqlmap
```
-- [PyPi](https://pypi.org/project/sqlmap) (π₯ 5.9K / month Β· π¦ 8 Β· β±οΈ 01.05.2021):
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 8K / month Β· π¦ 8 Β· β±οΈ 01.05.2021):
```
pip install sqlmap
```
dodgy (π₯22 Β· β 88) - Looks at Python code to search for things which look dodgy such as passwords.. MIT
+dodgy (π₯22 Β· β 89) - 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 17 Β· π¦ 1.3K Β· π 11 - 72% open Β· β±οΈ 21.03.2021):
+- [GitHub](https://github.com/landscapeio/dodgy) (π¨βπ» 14 Β· π 18 Β· π¦ 1.3K Β· π 11 - 72% open Β· β±οΈ 21.03.2021):
```
git clone https://github.com/landscapeio/dodgy
@@ -961,14 +961,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (π₯ 27K / month Β· π¦ 18 Β· β±οΈ 30.10.2020):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 28K / month Β· π¦ 18 Β· β±οΈ 30.10.2020):
```
pip install dlint
```
Show 2 hidden projects...
-- pyarmor (π₯25 Β· β 940) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
+- pyarmor (π₯25 Β· β 950) - 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
@@ -977,14 +977,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
-pipenv (π₯36 Β· β 22K Β· π) - Python Development Workflow for Humans. MIT
+pipenv (π₯35 Β· β 22K Β· π) - Python Development Workflow for Humans. MIT
- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 380 Β· π 1.6K Β· π¦ 19K Β· π 3.4K - 14% open Β· β±οΈ 10.05.2021):
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (π₯ 3.3M / month Β· π¦ 2.3K Β· β±οΈ 15.11.2020):
+- [PyPi](https://pypi.org/project/pipenv) (π₯ 3.2M / month Β· π¦ 2.3K Β· β±οΈ 15.11.2020):
```
pip install pipenv
```
@@ -995,23 +995,23 @@ This curated list contains 250 awesome open-source projects with a total of 570K
virtualenv (π₯32 Β· β 3.9K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 170 Β· π 890 Β· π 1.1K - 5% open Β· β±οΈ 05.05.2021):
+- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 170 Β· π 890 Β· π 1.1K - 5% open Β· β±οΈ 24.05.2021):
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (π₯ 19M / month Β· π¦ 34K Β· β±οΈ 05.05.2021):
+- [PyPi](https://pypi.org/project/virtualenv) (π₯ 19M / month Β· π¦ 34K Β· β±οΈ 24.05.2021):
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 850K Β· β±οΈ 05.05.2021):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 890K Β· β±οΈ 24.05.2021):
```
conda install -c conda-forge virtualenv
```
pyenv (π₯26 Β· β 23K) - Simple Python version management. MIT
+pyenv (π₯26 Β· β 24K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 320 Β· π 2K Β· π 1.3K - 9% open Β· β±οΈ 11.05.2021):
+- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 320 Β· π 2K Β· π 1.4K - 9% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/pyenv/pyenv
@@ -1031,13 +1031,13 @@ This curated list contains 250 awesome open-source projects with a total of 570K
pyenv-installer (π₯15 Β· β 2.7K) - This tool is used to install `pyenv` and friends. MIT
-- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 31 Β· π 290 Β· π 62 - 12% open Β· β±οΈ 09.05.2021):
+- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 31 Β· π 290 Β· π 62 - 9% open Β· β±οΈ 09.05.2021):
```
git clone https://github.com/pyenv/pyenv-installer
```
dh-virtualenv (π₯15 Β· β 1.4K) - 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 - 13% open Β· β±οΈ 12.04.2021):
@@ -1056,30 +1056,30 @@ This curated list contains 250 awesome open-source projects with a total of 570K
-pip (π₯34 Β· β 7.1K) - The Python package installer. MIT
+pip (π₯34 Β· β 7.2K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (π¨βπ» 600 Β· π 2.2K Β· π¦ 49K Β· π 5.7K - 16% open Β· β±οΈ 01.05.2021):
+- [GitHub](https://github.com/pypa/pip) (π¨βπ» 610 Β· π 2.2K Β· π¦ 50K Β· π 5.8K - 17% open Β· β±οΈ 25.05.2021):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (π₯ 92M / month Β· π¦ 19K Β· β±οΈ 30.04.2021):
+- [PyPi](https://pypi.org/project/pip) (π₯ 95M / month Β· π¦ 19K Β· β±οΈ 23.05.2021):
```
pip install pip
```
-- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 20M Β· β±οΈ 30.04.2021):
+- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 20M Β· β±οΈ 23.05.2021):
```
conda install -c conda-forge pip
```
poetry (π₯32 Β· β 15K) - Python dependency management and packaging made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 280 Β· π 1.2K Β· π₯ 6.3M Β· π 3K - 37% open Β· β±οΈ 07.05.2021):
+- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 280 Β· π 1.2K Β· π₯ 6.5M Β· π 3K - 37% open Β· β±οΈ 21.05.2021):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 2.3M / month Β· π¦ 64 Β· β±οΈ 14.04.2021):
+- [PyPi](https://pypi.org/project/poetry) (π₯ 2.2M / month Β· π¦ 64 Β· β±οΈ 21.05.2021):
```
pip install poetry
```
@@ -1088,14 +1088,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge poetry
```
conda (π₯32 Β· β 4.1K) - OS-agnostic, system-level binary package manager and ecosystem. BSD-3
+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» 350 Β· π 1K Β· π 7.9K - 24% open Β· β±οΈ 10.05.2021):
+- [GitHub](https://github.com/conda/conda) (π¨βπ» 360 Β· π 1K Β· π 8K - 24% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/conda) (π₯ 53K / 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
```
@@ -1104,30 +1104,30 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge conda
```
pip-tools (π₯31 Β· β 4.9K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
+pip-tools (π₯31 Β· β 5K) - 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 430 Β· π 730 - 16% open Β· β±οΈ 10.05.2021):
+- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 150 Β· π 430 Β· π 730 - 16% open Β· β±οΈ 18.05.2021):
```
git clone https://github.com/jazzband/pip-tools
```
-- [PyPi](https://pypi.org/project/pip-tools) (π₯ 1.9M / month Β· π¦ 3.3K Β· β±οΈ 16.03.2021):
+- [PyPi](https://pypi.org/project/pip-tools) (π₯ 2M / month Β· π¦ 3.3K Β· β±οΈ 16.03.2021):
```
pip install pip-tools
```
-- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 10K Β· β±οΈ 14.04.2021):
+- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 11K Β· β±οΈ 14.04.2021):
```
conda install -c conda-forge pip-tools
```
pipreqs (π₯29 Β· β 3.4K) - 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¦ 5.1K Β· π 170 - 48% open Β· β±οΈ 05.05.2021):
+- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 50 Β· π 220 Β· π¦ 5.3K 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₯ 99K / month Β· π¦ 530 Β· β±οΈ 14.11.2019):
+- [PyPi](https://pypi.org/project/pipreqs) (π₯ 100K / month Β· π¦ 530 Β· β±οΈ 14.11.2019):
```
pip install pipreqs
```
@@ -1138,31 +1138,19 @@ This curated list contains 250 awesome open-source projects with a total of 570K
mamba (π₯25 Β· β 1.6K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 49 Β· π 87 Β· π¦ 310 Β· π 440 - 30% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 50 Β· π 89 Β· π¦ 320 Β· π 450 - 30% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 780K Β· β±οΈ 12.05.2021):
+- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 830K Β· β±οΈ 12.05.2021):
```
conda install -c conda-forge mamba
```
pipx (π₯23 Β· β 3.5K) - Install and Run Python Applications in Isolated Environments. MIT
+dephell (π₯24 Β· β 1.7K) - Python project management. Manage packages: convert between formats,.. MIT
-- [GitHub](https://github.com/pipxproject/pipx) (π¨βπ» 55 Β· π 160 Β· π 380 - 17% open Β· β±οΈ 09.05.2021):
-
- ```
- git clone https://github.com/pipxproject/pipx
- ```
-- [PyPi](https://pypi.org/project/pipx) (π₯ 54K / month Β· π¦ 4 Β· β±οΈ 29.04.2021):
- ```
- pip install pipx
- ```
-dephell (π₯23 Β· β 1.7K) - Python project management. Manage packages: convert between formats,.. MIT
-
-- [GitHub](https://github.com/dephell/dephell) (π¨βπ» 37 Β· π 98 Β· π₯ 120 Β· π¦ 170 Β· π 260 - 38% open Β· β±οΈ 11.01.2021):
+- [GitHub](https://github.com/dephell/dephell) (π¨βπ» 37 Β· π 98 Β· π₯ 130 Β· π¦ 190 Β· π 260 - 38% open Β· β±οΈ 11.01.2021):
```
git clone https://github.com/dephell/dephell
@@ -1172,14 +1160,26 @@ This curated list contains 250 awesome open-source projects with a total of 570K
pip install dephell
```
pyflow (π₯17 Β· β 750 Β· π) - An installation and dependency system for Python. MIT
+pipx (π₯23 Β· β 3.6K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/David-OConnor/pyflow) (π¨βπ» 21 Β· π 26 Β· π₯ 3K Β· π 86 - 53% open Β· β±οΈ 21.02.2021):
+- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 56 Β· π 160 Β· π 390 - 17% open Β· β±οΈ 27.05.2021):
+
+ ```
+ git clone https://github.com/pipxproject/pipx
+ ```
+- [PyPi](https://pypi.org/project/pipx) (π₯ 55K / month Β· π¦ 4 Β· β±οΈ 29.04.2021):
+ ```
+ pip install pipx
+ ```
+pyflow (π₯18 Β· β 760) - An installation and dependency system for Python. MIT
+
+- [GitHub](https://github.com/David-OConnor/pyflow) (π¨βπ» 22 Β· π 27 Β· π₯ 3K Β· π 86 - 47% open Β· β±οΈ 24.05.2021):
```
git clone https://github.com/David-OConnor/pyflow
```
-- [PyPi](https://pypi.org/project/pyflow) (π₯ 150 / month Β· β±οΈ 21.11.2020):
+- [PyPi](https://pypi.org/project/pyflow) (π₯ 140 / month Β· β±οΈ 21.11.2020):
```
pip install pyflow
```
@@ -1191,7 +1191,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/jaraco/pip-run
```
-- [PyPi](https://pypi.org/project/pip-run) (π₯ 3.7K / month Β· β±οΈ 21.02.2021):
+- [PyPi](https://pypi.org/project/pip-run) (π₯ 2.8K / month Β· β±οΈ 21.02.2021):
```
pip install pip-run
```
@@ -1204,7 +1204,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
mccabe (π₯29 Β· β 400) - McCabe complexity checker for Python. βοΈSaxpath
-- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 21 Β· π 40 Β· π¦ 190K Β· π 40 - 17% open Β· β±οΈ 02.04.2021):
+- [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):
```
git clone https://github.com/PyCQA/mccabe
@@ -1213,19 +1213,19 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install mccabe
```
-- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 2.6M Β· β±οΈ 08.07.2018):
+- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 2.7M Β· β±οΈ 08.07.2018):
```
conda install -c conda-forge mccabe
```
radon (π₯28 Β· β 1.2K) - Various code metrics for Python code. MIT
-- [GitHub](https://github.com/rubik/radon) (π¨βπ» 46 Β· π 94 Β· π¦ 1.8K Β· π 150 - 13% open Β· β±οΈ 09.05.2021):
+- [GitHub](https://github.com/rubik/radon) (π¨βπ» 46 Β· π 94 Β· π¦ 1.8K Β· π 150 - 12% open Β· β±οΈ 23.05.2021):
```
git clone https://github.com/rubik/radon
```
-- [PyPi](https://pypi.org/project/radon) (π₯ 330K / month Β· π¦ 1.1K Β· β±οΈ 09.05.2021):
+- [PyPi](https://pypi.org/project/radon) (π₯ 390K / month Β· π¦ 1.1K Β· β±οΈ 23.05.2021):
```
pip install radon
```
@@ -1241,7 +1241,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/prospector) (π₯ 430K / month Β· π¦ 1.1K Β· β±οΈ 21.10.2020):
+- [PyPi](https://pypi.org/project/prospector) (π₯ 360K / month Β· π¦ 1.1K Β· β±οΈ 21.10.2020):
```
pip install prospector
```
@@ -1250,14 +1250,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge prospector
```
xenon (π₯20 Β· β 190 Β· π€) - Monitoring tool based on radon. MIT
+xenon (π₯22 Β· β 190 Β· π) - Monitoring tool based on radon. MIT
-- [GitHub](https://github.com/rubik/xenon) (π¨βπ» 7 Β· π 14 Β· π¦ 200 Β· π 29 - 20% open Β· β±οΈ 16.09.2020):
+- [GitHub](https://github.com/rubik/xenon) (π¨βπ» 7 Β· π 14 Β· π¦ 210 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₯ 54K / month Β· π¦ 120 Β· β±οΈ 16.09.2020):
+- [PyPi](https://pypi.org/project/xenon) (π₯ 58K / month Β· π¦ 120 Β· β±οΈ 26.05.2021):
```
pip install xenon
```
@@ -1273,14 +1273,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (π₯ 7.1K / month Β· π¦ 8 Β· β±οΈ 02.09.2020):
+- [PyPi](https://pypi.org/project/wily) (π₯ 6.9K / month Β· π¦ 8 Β· β±οΈ 02.09.2020):
```
pip install wily
```
Show 1 hidden projects...
-- cohesion (π₯12 Β· β 130 Β· π) - A tool for measuring Python class cohesion. βοΈGPL-3.0
+- cohesion (π₯12 Β· β 140 Β· π) - A tool for measuring Python class cohesion. βοΈGPL-3.0
@@ -1290,76 +1290,76 @@ This curated list contains 250 awesome open-source projects with a total of 570K
tqdm (π₯36 Β· β 18K) - A Fast, Extensible Progress Bar for Python and CLI. MIT
-- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 98 Β· π 940 Β· π₯ 7.9K Β· π¦ 170K Β· π 790 - 35% open Β· β±οΈ 23.04.2021):
+- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 100 Β· π 950 Β· π₯ 7.9K Β· π¦ 180K Β· π 790 - 35% open Β· β±οΈ 24.05.2021):
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (π₯ 20M / month Β· π¦ 26K Β· β±οΈ 06.04.2021):
+- [PyPi](https://pypi.org/project/tqdm) (π₯ 19M / month Β· π¦ 26K Β· β±οΈ 24.05.2021):
```
pip install tqdm
```
-- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 6.2M Β· β±οΈ 06.04.2021):
+- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 6.3M Β· β±οΈ 24.05.2021):
```
conda install -c conda-forge tqdm
```
rich (π₯33 Β· β 26K Β· π) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
+rich (π₯33 Β· β 26K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/willmcgugan/rich) (π¨βπ» 90 Β· π 780 Β· π¦ 4K Β· π 440 - 0% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/willmcgugan/rich) (π¨βπ» 91 Β· π 780 Β· π¦ 4.2K Β· π 450 - 0% open Β· β±οΈ 21.05.2021):
```
git clone https://github.com/willmcgugan/rich
```
-- [PyPi](https://pypi.org/project/rich) (π₯ 1.7M / month Β· β±οΈ 12.05.2021):
+- [PyPi](https://pypi.org/project/rich) (π₯ 1.7M / month Β· β±οΈ 19.05.2021):
```
pip install rich
```
-- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 200K Β· β±οΈ 12.05.2021):
+- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 220K Β· β±οΈ 19.05.2021):
```
conda install -c conda-forge rich
```
sentry-sdk (π₯32 Β· β 920) - The new Python SDK for Sentry.io. BSD-2
+sentry-sdk (π₯32 Β· β 930) - The new Python SDK for Sentry.io. BSD-2
-- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 94 Β· π 210 Β· π₯ 4.4K Β· π¦ 11K Β· π 540 - 31% open Β· β±οΈ 06.05.2021):
+- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 94 Β· π 210 Β· π₯ 4.5K Β· π¦ 11K Β· π 540 - 31% open Β· β±οΈ 17.05.2021):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 8.3M / month Β· π¦ 990 Β· β±οΈ 06.05.2021):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 8.7M / month Β· π¦ 990 Β· β±οΈ 06.05.2021):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 80K Β· β±οΈ 11.05.2021):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 82K Β· β±οΈ 11.05.2021):
```
conda install -c conda-forge sentry-sdk
```
loguru (π₯31 Β· β 8.8K) - Python logging made (stupidly) simple. MIT
+loguru (π₯31 Β· β 9K) - Python logging made (stupidly) simple. MIT
-- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 29 Β· π 390 Β· π¦ 6.9K Β· π 380 - 9% open Β· β±οΈ 19.03.2021):
+- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 29 Β· π 400 Β· π¦ 7.2K Β· π 400 - 12% open Β· β±οΈ 19.03.2021):
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (π₯ 1.3M / month Β· π¦ 340 Β· β±οΈ 20.09.2020):
+- [PyPi](https://pypi.org/project/loguru) (π₯ 1.5M / month Β· π¦ 340 Β· β±οΈ 20.09.2020):
```
pip install loguru
```
-- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 160K Β· β±οΈ 19.04.2021):
+- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 170K Β· β±οΈ 19.04.2021):
```
conda install -c conda-forge loguru
```
tabulate (π₯31 Β· β 820) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+tabulate (π₯31 Β· β 830) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 67 Β· π 60 Β· π¦ 43K Β· π 83 - 32% open Β· β±οΈ 04.03.2021):
+- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 67 Β· π 62 Β· π¦ 44K Β· π 83 - 32% open Β· β±οΈ 04.03.2021):
```
git clone https://github.com/astanin/python-tabulate
```
-- [PyPi](https://pypi.org/project/tabulate) (π₯ 16M / month Β· π¦ 8.1K Β· β±οΈ 22.02.2021):
+- [PyPi](https://pypi.org/project/tabulate) (π₯ 17M / month Β· π¦ 8.1K Β· β±οΈ 22.02.2021):
```
pip install tabulate
```
@@ -1370,12 +1370,12 @@ This curated list contains 250 awesome open-source projects with a total of 570K
structlog (π₯28 Β· β 1.5K) - Structured Logging for Python. MIT
-- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 72 Β· π 140 Β· π¦ 3.2K Β· π 180 - 18% open Β· β±οΈ 11.05.2021):
+- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 72 Β· π 140 Β· π¦ 3.2K Β· π 180 - 18% open Β· β±οΈ 19.05.2021):
```
git clone https://github.com/hynek/structlog
```
-- [PyPi](https://pypi.org/project/structlog) (π₯ 2M / month Β· π¦ 1.2K Β· β±οΈ 18.02.2021):
+- [PyPi](https://pypi.org/project/structlog) (π₯ 2.1M / month Β· π¦ 1.2K Β· β±οΈ 18.02.2021):
```
pip install structlog
```
@@ -1395,30 +1395,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install python-json-logger
```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 640K Β· β±οΈ 12.10.2020):
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 660K Β· β±οΈ 12.10.2020):
```
conda install -c conda-forge python-json-logger
```
colorlog (π₯28 Β· β 690) - A colored formatter for the python logging module. MIT
-
-- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 29 Β· π 72 Β· π¦ 9.7K Β· π 63 - 3% open Β· β±οΈ 14.04.2021):
-
- ```
- git clone https://github.com/borntyping/python-colorlog
- ```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 4.5M / month Β· π¦ 3.7K Β· β±οΈ 13.04.2021):
- ```
- pip install colorlog
- ```
-- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 350K Β· β±οΈ 14.04.2021):
- ```
- conda install -c conda-forge colorlog
- ```
-progressbar2 (π₯28 Β· β 690) - 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 91 Β· π₯ 1.6K Β· π¦ 9K Β· π 190 - 4% open Β· β±οΈ 15.03.2021):
+- [GitHub](https://github.com/WoLpH/python-progressbar) (π¨βπ» 38 Β· π 91 Β· π₯ 1.6K Β· π¦ 9.3K Β· π 190 - 4% open Β· β±οΈ 15.03.2021):
```
git clone https://github.com/WoLpH/python-progressbar
@@ -1427,14 +1411,30 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install progressbar2
```
-- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 270K Β· β±οΈ 09.09.2020):
+- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 280K Β· β±οΈ 09.09.2020):
```
conda install -c conda-forge progressbar2
```
python-coloredlogs (π₯26 Β· β 410) - Colored terminal output for Python's logging module. MIT
+colorlog (π₯28 Β· β 690) - A colored formatter for the python logging module. MIT
-- [GitHub](https://github.com/xolox/python-coloredlogs) (π¨βπ» 16 Β· π 36 Β· π¦ 7.6K Β· π 72 - 31% open Β· β±οΈ 10.12.2020):
+- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 29 Β· π 72 Β· π¦ 9.9K Β· π 64 - 3% open Β· β±οΈ 27.05.2021):
+
+ ```
+ git clone https://github.com/borntyping/python-colorlog
+ ```
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 4.7M / month Β· π¦ 3.7K Β· β±οΈ 27.05.2021):
+ ```
+ pip install colorlog
+ ```
+- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 360K Β· β±οΈ 14.04.2021):
+ ```
+ conda install -c conda-forge colorlog
+ ```
+python-coloredlogs (π₯26 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¦ 7.8K Β· π 72 - 31% open Β· β±οΈ 10.12.2020):
```
git clone https://github.com/xolox/python-coloredlogs
@@ -1446,7 +1446,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
alive-progress (π₯24 Β· β 2.4K) - A new kind of Progress Bar, with real time throughput, eta and.. MIT
-- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 1 Β· π 91 Β· π¦ 290 Β· π 68 - 32% open Β· β±οΈ 08.01.2021):
+- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 1 Β· π 94 Β· π¦ 300 Β· π 68 - 32% open Β· β±οΈ 08.01.2021):
```
git clone https://github.com/rsalmei/alive-progress
@@ -1455,7 +1455,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install alive-progress
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 7.2K Β· β±οΈ 08.01.2021):
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 7.3K Β· β±οΈ 08.01.2021):
```
conda install -c conda-forge alive-progress
```
@@ -1472,18 +1472,6 @@ This curated list contains 250 awesome open-source projects with a total of 570K
pip install notifiers
```
stackprinter (π₯24 Β· β 1.1K) - Debugging-friendly exceptions for Python. MIT
-
-- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 6 Β· π 31 Β· π¦ 53 Β· π 22 - 40% open Β· β±οΈ 01.01.2021):
-
- ```
- git clone https://github.com/cknd/stackprinter
- ```
-- [PyPi](https://pypi.org/project/stackprinter) (π₯ 79K / month Β· π¦ 4 Β· β±οΈ 31.10.2020):
- ```
- pip install stackprinter
- ```
-better-exceptions (π₯23 Β· β 3.9K) - 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):
@@ -1491,19 +1479,19 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/Qix-/better-exceptions
```
-- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 38K / month Β· π¦ 74 Β· β±οΈ 29.01.2021):
+- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 35K / month Β· π¦ 74 Β· β±οΈ 29.01.2021):
```
pip install better-exceptions
```
rebound (π₯23 Β· β 3.5K) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT
+rebound (π₯23 Β· β 3.6K) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT
- [GitHub](https://github.com/shobrook/rebound) (π¨βπ» 16 Β· π 330 Β· π₯ 160 Β· π¦ 19 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₯ 2.3K / month Β· π¦ 14 Β· β±οΈ 21.04.2021):
+- [PyPi](https://pypi.org/project/rebound) (π₯ 1.5K / month Β· π¦ 14 Β· β±οΈ 21.04.2021):
```
pip install rebound
```
@@ -1512,14 +1500,26 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge rebound
```
stackprinter (π₯23 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¦ 54 Β· π 22 - 40% open Β· β±οΈ 01.01.2021):
+
+ ```
+ git clone https://github.com/cknd/stackprinter
+ ```
+- [PyPi](https://pypi.org/project/stackprinter) (π₯ 50K / 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» 4 Β· π 64 Β· π 29 - 3% open Β· β±οΈ 02.05.2021):
+- [GitHub](https://github.com/onelivesleft/PrettyErrors) (π¨βπ» 4 Β· π 65 Β· β±οΈ 23.05.2021):
```
git clone https://github.com/onelivesleft/PrettyErrors
```
-- [PyPi](https://pypi.org/project/pretty_errors) (π₯ 19K / month Β· β±οΈ 02.05.2021):
+- [PyPi](https://pypi.org/project/pretty_errors) (π₯ 20K / month Β· β±οΈ 23.05.2021):
```
pip install pretty_errors
```
@@ -1527,7 +1527,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
Show 3 hidden projects...
- logbook (π₯31 Β· β 1.4K Β· π) - A cool logging replacement for Python. BSD-3
-- prettytable (π₯29 Β· β 450) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
+- prettytable (π₯29 Β· β 460) - 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
@@ -1538,28 +1538,28 @@ This curated list contains 250 awesome open-source projects with a total of 570K
sphinx (π₯38 Β· β 3.9K) - Main repository for the Sphinx documentation builder. BSD-3 
-- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 640 Β· π 1.5K Β· π¦ 140K Β· π 5.4K - 14% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 640 Β· π 1.5K Β· π¦ 140K Β· π 5.4K - 14% open Β· β±οΈ 23.05.2021):
```
git clone https://github.com/sphinx-doc/sphinx
```
-- [PyPi](https://pypi.org/project/sphinx) (π₯ 4.4M / month Β· π¦ 100K Β· β±οΈ 10.05.2021):
+- [PyPi](https://pypi.org/project/sphinx) (π₯ 4.5M / month Β· π¦ 100K Β· β±οΈ 20.05.2021):
```
pip install sphinx
```
-- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 3.2M Β· β±οΈ 11.05.2021):
+- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 3.3M Β· β±οΈ 25.05.2021):
```
conda install -c conda-forge sphinx
```
mkdocs (π₯35 Β· β 12K) - Project documentation with Markdown. BSD-2 
-- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 190 Β· π 1.7K Β· π¦ 12K Β· π 1.5K - 9% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 190 Β· π 1.7K Β· π¦ 12K Β· π 1.5K - 9% open Β· β±οΈ 25.05.2021):
```
git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs) (π₯ 560K / month Β· π¦ 5.9K Β· β±οΈ 14.05.2020):
+- [PyPi](https://pypi.org/project/mkdocs) (π₯ 570K / month Β· π¦ 5.9K Β· β±οΈ 14.05.2020):
```
pip install mkdocs
```
@@ -1568,18 +1568,18 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge mkdocs
```
mkdocs-material (π₯33 Β· β 6.2K) - A Material Design theme for MkDocs. MIT
+mkdocs-material (π₯33 Β· β 6.5K) - A Material Design theme for MkDocs. MIT
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 120 Β· π 1.5K Β· π¦ 6.5K Β· π 1K - 0% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 120 Β· π 1.6K Β· π¦ 6.7K Β· π 1K - 0% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 460K / month Β· π¦ 1.5K Β· β±οΈ 06.05.2021):
+- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 460K / month Β· π¦ 1.5K Β· β±οΈ 19.05.2021):
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 41K Β· β±οΈ 06.05.2021):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 43K Β· β±οΈ 19.05.2021):
```
conda install -c conda-forge mkdocs-material
```
@@ -1591,7 +1591,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
```
-- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 2.2M / month Β· π¦ 23K Β· β±οΈ 05.10.2018):
+- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 2.1M / month Β· π¦ 23K Β· β±οΈ 05.10.2018):
```
pip install sphinx_rtd_theme
```
@@ -1602,28 +1602,28 @@ This curated list contains 250 awesome open-source projects with a total of 570K
numpydoc (π₯30 Β· β 17K) - Numpy's Sphinx extensions. BSD-3
-- [GitHub](https://github.com/numpy/numpydoc) (π¨βπ» 65 Β· π 5.5K Β· π¦ 25K Β· π 140 - 35% open Β· β±οΈ 21.04.2021):
+- [GitHub](https://github.com/numpy/numpydoc) (π¨βπ» 65 Β· π 5.5K Β· π¦ 26K Β· π 140 - 35% open Β· β±οΈ 19.05.2021):
```
git clone https://github.com/numpy/numpydoc
```
-- [PyPi](https://pypi.org/project/numpydoc) (π₯ 230K / month Β· π¦ 7.3K Β· β±οΈ 01.07.2020):
+- [PyPi](https://pypi.org/project/numpydoc) (π₯ 240K / month Β· π¦ 7.3K Β· β±οΈ 01.07.2020):
```
pip install numpydoc
```
-- [Conda](https://anaconda.org/conda-forge/numpydoc) (π₯ 760K Β· β±οΈ 01.10.2020):
+- [Conda](https://anaconda.org/conda-forge/numpydoc) (π₯ 770K Β· β±οΈ 01.10.2020):
```
conda install -c conda-forge numpydoc
```
breathe (π₯29 Β· β 530) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
-- [GitHub](https://github.com/michaeljones/breathe) (π¨βπ» 94 Β· π 140 Β· π₯ 58 Β· π¦ 4.5K Β· π 430 - 22% open Β· β±οΈ 06.05.2021):
+- [GitHub](https://github.com/michaeljones/breathe) (π¨βπ» 94 Β· π 140 Β· π₯ 65 Β· π¦ 4.5K Β· π 440 - 22% open Β· β±οΈ 18.05.2021):
```
git clone https://github.com/michaeljones/breathe
```
-- [PyPi](https://pypi.org/project/breathe) (π₯ 92K / month Β· π¦ 2K Β· β±οΈ 06.05.2021):
+- [PyPi](https://pypi.org/project/breathe) (π₯ 91K / month Β· π¦ 2K Β· β±οΈ 06.05.2021):
```
pip install breathe
```
@@ -1632,14 +1632,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge breathe
```
sphinx-autodoc-typehints (π₯26 Β· β 330) - Type hints support for the Sphinx autodoc extension. MIT
+sphinx-autodoc-typehints (π₯26 Β· β 340) - Type hints support for the Sphinx autodoc extension. MIT
- [GitHub](https://github.com/agronholm/sphinx-autodoc-typehints) (π¨βπ» 29 Β· π 65 Β· π 110 - 38% open Β· β±οΈ 15.04.2021):
```
git clone https://github.com/agronholm/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 320K / month Β· π¦ 1.4K Β· β±οΈ 12.10.2020):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 340K / month Β· π¦ 1.4K Β· β±οΈ 12.10.2020):
```
pip install sphinx-autodoc-typehints
```
@@ -1648,9 +1648,9 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge sphinx-autodoc-typehints
```
sphinx-autobuild (π₯25 Β· β 320) - Watch a Sphinx directory and rebuild the documentation.. MIT
+sphinx-autobuild (π₯25 Β· β 330) - Watch a Sphinx directory and rebuild the documentation.. MIT
-- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 17 Β· π 47 Β· π 56 - 21% open Β· β±οΈ 14.03.2021):
+- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 17 Β· π 48 Β· π 56 - 21% open Β· β±οΈ 14.03.2021):
```
git clone https://github.com/executablebooks/sphinx-autobuild
@@ -1659,31 +1659,31 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install sphinx-autobuild
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 52K Β· β±οΈ 14.03.2021):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 55K Β· β±οΈ 14.03.2021):
```
conda install -c conda-forge sphinx-autobuild
```
pdoc (π₯23 Β· β 900) - API Documentation for Python Projects. Unlicense
+pdoc (π₯23 Β· β 910) - API Documentation for Python Projects. Unlicense
-- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 29 Β· π 100 Β· π¦ 310 Β· π 160 - 1% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 29 Β· π 100 Β· π¦ 320 Β· π 160 - 1% open Β· β±οΈ 21.05.2021):
```
git clone https://github.com/mitmproxy/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc) (π₯ 53K / month Β· π¦ 290 Β· β±οΈ 12.05.2021):
+- [PyPi](https://pypi.org/project/pdoc) (π₯ 51K / month Β· π¦ 290 Β· β±οΈ 21.05.2021):
```
pip install pdoc
```
interrogate (π₯22 Β· β 250) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
+interrogate (π₯22 Β· β 260) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 9 Β· π 18 Β· π¦ 540 Β· π 28 - 39% open Β· β±οΈ 07.05.2021):
+- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 9 Β· π 20 Β· π¦ 580 Β· π 30 - 36% open Β· β±οΈ 15.05.2021):
```
git clone https://github.com/econchick/interrogate
```
-- [PyPi](https://pypi.org/project/interrogate) (π₯ 68K / month Β· β±οΈ 03.11.2020):
+- [PyPi](https://pypi.org/project/interrogate) (π₯ 65K / month Β· β±οΈ 15.05.2021):
```
pip install interrogate
```
@@ -1695,38 +1695,38 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
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):
+- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (π₯ 13K / month Β· π¦ 4 Β· β±οΈ 23.07.2020):
```
pip install mkdocs-pdf-export-plugin
```
mkdocs-awesome-pages-plugin (π₯21 Β· β 150) - An MkDocs plugin that simplifies configuring page.. MIT
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 2 Β· π 17 Β· π¦ 340 Β· π 37 - 13% open Β· β±οΈ 22.12.2020):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 2 Β· π 17 Β· π¦ 360 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₯ 34K / month Β· π¦ 90 Β· β±οΈ 22.12.2020):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 33K / month Β· π¦ 90 Β· β±οΈ 22.12.2020):
```
pip install mkdocs-awesome-pages-plugin
```
mkdocstrings (π₯20 Β· β 360) - Automatic documentation from sources, for MkDocs. ISC
+mkdocstrings (π₯20 Β· β 380) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 19 Β· π 42 Β· π 170 - 24% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 19 Β· π 42 Β· π 170 - 25% open Β· β±οΈ 16.05.2021):
```
git clone https://github.com/pawamoy/mkdocstrings
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 50K / month Β· β±οΈ 28.02.2021):
+- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 48K / month Β· β±οΈ 16.05.2021):
```
pip install mkdocstrings
```
blacken-docs (π₯20 Β· β 210) - 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 28 - 7% open Β· β±οΈ 10.05.2021):
+- [GitHub](https://github.com/asottile/blacken-docs) (π¨βπ» 12 Β· π 17 Β· π 28 - 7% open Β· β±οΈ 24.05.2021):
```
git clone https://github.com/asottile/blacken-docs
@@ -1742,61 +1742,61 @@ This curated list contains 250 awesome open-source projects with a total of 570K
sphinx-markdown-builder (π₯19 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¦ 130 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¦ 140 Β· π 34 - 52% open Β· β±οΈ 07.10.2020):
```
git clone https://github.com/codejamninja/sphinx-markdown-builder
```
-- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 13K / month Β· π¦ 42 Β· β±οΈ 23.12.2019):
+- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 15K / month Β· π¦ 42 Β· β±οΈ 23.12.2019):
```
pip install sphinx-markdown-builder
```
mkdocs-with-pdf (π₯19 Β· β 57) - Generate a single PDF file from MkDocs repository. MIT
+mkdocs-with-pdf (π₯19 Β· β 58) - Generate a single PDF file from MkDocs repository. MIT
-- [GitHub](https://github.com/orzih/mkdocs-with-pdf) (π¨βπ» 5 Β· π 9 Β· π¦ 19 Β· π 39 - 25% open Β· β±οΈ 08.04.2021):
+- [GitHub](https://github.com/orzih/mkdocs-with-pdf) (π¨βπ» 5 Β· π 9 Β· π¦ 21 Β· π 41 - 29% open Β· β±οΈ 08.04.2021):
```
git clone https://github.com/orzih/mkdocs-with-pdf
```
-- [PyPi](https://pypi.org/project/mkdocs-with-pdf) (π₯ 3.7K / month Β· β±οΈ 11.01.2021):
+- [PyPi](https://pypi.org/project/mkdocs-with-pdf) (π₯ 3.3K / month Β· β±οΈ 11.01.2021):
```
pip install mkdocs-with-pdf
```
portray (π₯18 Β· β 740) - Your Project with Great Documentation. MIT
-- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 15 Β· π 56 Β· π 47 - 40% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 15 Β· π 56 Β· π 47 - 40% open Β· β±οΈ 21.05.2021):
```
git clone https://github.com/timothycrosley/portray
```
-- [PyPi](https://pypi.org/project/portray) (π₯ 7.4K / month Β· π¦ 8 Β· β±οΈ 02.04.2021):
+- [PyPi](https://pypi.org/project/portray) (π₯ 7K / month Β· π¦ 8 Β· β±οΈ 02.04.2021):
```
pip install portray
```
lazydocs (π₯16 Β· β 22 Β· π£) - Generate markdown API documentation from Google-style Python.. MIT
+lazydocs (π₯15 Β· β 22 Β· π£) - Generate markdown API documentation from Google-style Python.. MIT
-- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 4 Β· π 3 Β· π¦ 20 Β· β±οΈ 15.03.2021):
+- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 4 Β· π 5 Β· π¦ 22 Β· β±οΈ 15.03.2021):
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 270 / month Β· β±οΈ 15.03.2021):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 140 / month Β· β±οΈ 15.03.2021):
```
pip install lazydocs
```
Show 7 hidden projects...
-- alabaster (π₯31 Β· β 600 Β· π) - Lightweight, configurable Sphinx theme. Now the Sphinx.. BSD-3 BSD-3 MIT MIT
- releases (π₯22 Β· β 160 Β· π) - A powerful Sphinx changelog-generating extension. BSD-2 MIT MIT MIT MIT MIT
@@ -1806,92 +1806,92 @@ This curated list contains 250 awesome open-source projects with a total of 570K
ipdb (π₯31 Β· β 1.4K) - Integration of IPython pdb. BSD-3
-- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 46 Β· π 130 Β· π¦ 26K Β· π 160 - 33% open Β· β±οΈ 16.03.2021):
+- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 48 Β· π 130 Β· π¦ 26K Β· π 160 - 31% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/ipdb) (π₯ 1.7M / month Β· π¦ 17K Β· β±οΈ 08.03.2021):
+- [PyPi](https://pypi.org/project/ipdb) (π₯ 1.6M / month Β· π¦ 17K Β· β±οΈ 26.05.2021):
```
pip install ipdb
```
-- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 160K Β· β±οΈ 19.04.2021):
+- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 170K Β· β±οΈ 19.04.2021):
```
conda install -c conda-forge ipdb
```
PySnooper (π₯28 Β· β 14K) - Never use print for debugging again. MIT
+PySnooper (π₯29 Β· β 14K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 25 Β· π 890 Β· π¦ 390 Β· π 110 - 17% open Β· β±οΈ 09.05.2021):
+- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 26 Β· π 890 Β· π¦ 400 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₯ 84K / month Β· π¦ 46 Β· β±οΈ 14.09.2020):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 95K / month Β· π¦ 46 Β· β±οΈ 19.05.2021):
```
pip install pysnooper
```
-- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 35K Β· β±οΈ 27.02.2021):
+- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 36K Β· β±οΈ 19.05.2021):
```
conda install -c conda-forge pysnooper
```
pyelftools (π₯28 Β· β 1.2K) - Parsing ELF and DWARF in Python. Unlicense
+pyelftools (π₯28 Β· β 1.2K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 75 Β· π 390 Β· π¦ 2.1K Β· π 160 - 32% open Β· β±οΈ 18.04.2021):
+- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 75 Β· π 390 Β· π¦ 2.1K Β· π 170 - 32% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/eliben/pyelftools
```
-- [PyPi](https://pypi.org/project/pyelftools) (π₯ 740K / month Β· π¦ 880 Β· β±οΈ 27.10.2020):
+- [PyPi](https://pypi.org/project/pyelftools) (π₯ 670K / month Β· π¦ 880 Β· β±οΈ 27.10.2020):
```
pip install pyelftools
```
-- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 64K Β· β±οΈ 27.10.2020):
+- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 65K Β· β±οΈ 27.10.2020):
```
conda install -c conda-forge pyelftools
```
pudb (π₯27 Β· β 2.1K) - Full-screen console debugger for Python. MIT
-- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 74 Β· π 180 Β· π¦ 2.3K Β· π 270 - 51% open Β· β±οΈ 08.05.2021):
+- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 76 Β· π 180 Β· π¦ 2.3K Β· π 270 - 51% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/inducer/pudb
```
-- [PyPi](https://pypi.org/project/pudb) (π₯ 590K / month Β· π¦ 1.4K Β· β±οΈ 08.05.2021):
+- [PyPi](https://pypi.org/project/pudb) (π₯ 670K / month Β· π¦ 1.4K Β· β±οΈ 08.05.2021):
```
pip install pudb
```
-- [Conda](https://anaconda.org/conda-forge/pudb) (π₯ 99K Β· β±οΈ 15.04.2020):
+- [Conda](https://anaconda.org/conda-forge/pudb) (π₯ 100K Β· β±οΈ 15.04.2020):
```
conda install -c conda-forge pudb
```
pdbpp (π₯26 Β· β 740) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
-- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 39 Β· π 41 Β· π¦ 2K Β· π 160 - 34% open Β· β±οΈ 30.04.2021):
+- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 39 Β· π 41 Β· π¦ 2.1K Β· π 160 - 34% open Β· β±οΈ 30.04.2021):
```
git clone https://github.com/pdbpp/pdbpp
```
-- [PyPi](https://pypi.org/project/pdbpp) (π₯ 320K / month Β· π¦ 1K Β· β±οΈ 04.10.2019):
+- [PyPi](https://pypi.org/project/pdbpp) (π₯ 350K / month Β· π¦ 1K Β· β±οΈ 04.10.2019):
```
pip install pdbpp
```
-- [Conda](https://anaconda.org/conda-forge/pdbpp) (π₯ 56K Β· β±οΈ 07.05.2019):
+- [Conda](https://anaconda.org/conda-forge/pdbpp) (π₯ 57K Β· β±οΈ 07.05.2019):
```
conda install -c conda-forge pdbpp
```
gdbgui (π₯25 Β· β 7.9K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
+gdbgui (π₯25 Β· β 8K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
-- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 35 Β· π 460 Β· π₯ 3.5K Β· π¦ 88 Β· π 270 - 41% open Β· β±οΈ 21.12.2020):
+- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 35 Β· π 470 Β· π₯ 3.7K Β· π¦ 89 Β· π 270 - 41% open Β· β±οΈ 21.12.2020):
```
git clone https://github.com/cs01/gdbgui
```
-- [PyPi](https://pypi.org/project/gdbgui) (π₯ 85K / month Β· π¦ 2 Β· β±οΈ 21.12.2020):
+- [PyPi](https://pypi.org/project/gdbgui) (π₯ 83K / month Β· π¦ 2 Β· β±οΈ 20.05.2021):
```
pip install gdbgui
```
@@ -1903,54 +1903,54 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/agronholm/typeguard
```
-- [PyPi](https://pypi.org/project/typeguard) (π₯ 2.7M / month Β· π¦ 160 Β· β±οΈ 01.04.2021):
+- [PyPi](https://pypi.org/project/typeguard) (π₯ 3M / month Β· π¦ 160 Β· β±οΈ 01.04.2021):
```
pip install typeguard
```
-- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 38K Β· β±οΈ 01.04.2021):
+- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 40K Β· β±οΈ 01.04.2021):
```
conda install -c conda-forge typeguard
```
icecream (π₯22 Β· β 4.7K) - Never use print() to debug again. MIT
+icecream (π₯22 Β· β 4.8K) - Never use print() to debug again. MIT
-- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 13 Β· π 90 Β· π 66 - 27% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 13 Β· π 91 Β· π 66 - 27% open Β· β±οΈ 13.05.2021):
```
git clone https://github.com/gruns/icecream
```
-- [PyPi](https://pypi.org/project/icecream) (π₯ 53K / month Β· π¦ 6 Β· β±οΈ 27.01.2021):
+- [PyPi](https://pypi.org/project/icecream) (π₯ 57K / month Β· π¦ 6 Β· β±οΈ 27.01.2021):
```
pip install icecream
```
python-hunter (π₯22 Β· β 620) - Hunter is a flexible code tracing toolkit. BSD-2
-- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 8 Β· π 31 Β· π¦ 59 Β· π 83 - 44% open Β· β±οΈ 04.05.2021):
+- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 8 Β· π 31 Β· π¦ 59 Β· π 83 - 44% open Β· β±οΈ 16.05.2021):
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 6.1K / month Β· π¦ 34 Β· β±οΈ 04.05.2021):
+- [PyPi](https://pypi.org/project/hunter) (π₯ 6.2K / month Β· π¦ 34 Β· β±οΈ 04.05.2021):
```
pip install hunter
```
snoop (π₯22 Β· β 540) - A powerful set of Python debugging tools, based on PySnooper. MIT
+snoop (π₯22 Β· β 550) - A powerful set of Python debugging tools, based on PySnooper. MIT
-- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 20 Β· π 19 Β· π¦ 39 Β· π 28 - 42% open Β· β±οΈ 26.03.2021):
+- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 20 Β· π 19 Β· π¦ 43 Β· π 29 - 44% open Β· β±οΈ 26.03.2021):
```
git clone https://github.com/alexmojaki/snoop
```
-- [PyPi](https://pypi.org/project/snoop) (π₯ 44K / month Β· π¦ 8 Β· β±οΈ 26.03.2021):
+- [PyPi](https://pypi.org/project/snoop) (π₯ 55K / month Β· π¦ 8 Β· β±οΈ 26.03.2021):
```
pip install snoop
```
python-manhole (π₯22 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¦ 68 Β· π 20 - 25% open Β· β±οΈ 08.04.2021):
+- [GitHub](https://github.com/ionelmc/python-manhole) (π¨βπ» 10 Β· π 15 Β· π¦ 69 Β· π 20 - 25% open Β· β±οΈ 08.04.2021):
```
git clone https://github.com/ionelmc/python-manhole
@@ -1967,7 +1967,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/alexmojaki/birdseye
```
-- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.5K / month Β· β±οΈ 25.08.2020):
+- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.4K / month Β· β±οΈ 25.08.2020):
```
pip install birdseye
```
@@ -1986,9 +1986,9 @@ This curated list contains 250 awesome open-source projects with a total of 570K
π unittest - Unittest is a test framework included in the Python standard library.
-pytest (π₯36 Β· β 7.3K) - The pytest framework makes it easy to write small tests, yet scales.. MIT 
+pytest (π₯36 Β· β 7.4K) - The pytest framework makes it easy to write small tests, yet scales.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 720 Β· π 1.7K Β· π¦ 320K Β· π 4.5K - 14% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 720 Β· π 1.7K Β· π¦ 320K Β· π 4.5K - 14% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/pytest-dev/pytest
@@ -1997,14 +1997,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install pytest
```
-- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 7.7M Β· β±οΈ 04.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 7.9M Β· β±οΈ 27.05.2021):
```
conda install -c conda-forge pytest
```
tox (π₯36 Β· β 2.2K) - Command line driven CI frontend and development task automation tool. MIT
-- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 240 Β· π 370 Β· π¦ 44K Β· π 1.2K - 11% open Β· β±οΈ 10.05.2021):
+- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 240 Β· π 370 Β· π¦ 44K Β· π 1.2K - 11% open Β· β±οΈ 25.05.2021):
```
git clone https://github.com/tox-dev/tox
@@ -2013,78 +2013,78 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 270K Β· β±οΈ 05.05.2021):
+- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 280K Β· β±οΈ 05.05.2021):
```
conda install -c conda-forge tox
```
robotframework (π₯34 Β· β 5.9K) - 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₯ 500 Β· π¦ 3.7K Β· π 3.6K - 5% open Β· β±οΈ 11.05.2021):
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 140 Β· π 1.7K Β· π₯ 500 Β· π¦ 3.8K Β· π 3.6K - 5% open Β· β±οΈ 25.05.2021):
```
git clone https://github.com/robotframework/robotframework
```
-- [PyPi](https://pypi.org/project/robotframework) (π₯ 730K / month Β· π¦ 1.4K Β· β±οΈ 11.05.2021):
+- [PyPi](https://pypi.org/project/robotframework) (π₯ 710K / month Β· π¦ 1.4K Β· β±οΈ 25.05.2021):
```
pip install robotframework
```
-- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 47K Β· β±οΈ 11.05.2021):
+- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 48K Β· β±οΈ 25.05.2021):
```
conda install -c conda-forge robotframework
```
hypothesis (π₯33 Β· β 5.1K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
+hypothesis (π₯33 Β· β 5.2K) - 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¦ 8.6K Β· π 1.1K - 4% open Β· β±οΈ 09.05.2021):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 250 Β· π 460 Β· π¦ 8.7K Β· π 1.1K - 5% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
-- [PyPi](https://pypi.org/project/hypothesis) (π₯ 2.1M / month Β· π¦ 2.6K Β· β±οΈ 06.05.2021):
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 2M / month Β· π¦ 2.6K Β· β±οΈ 27.05.2021):
```
pip install hypothesis
```
-- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 4.1M Β· β±οΈ 06.05.2021):
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 4.1M Β· β±οΈ 27.05.2021):
```
conda install -c conda-forge hypothesis
```
freezegun (π₯32 Β· β 2.9K) - Let your Python tests travel through time. Apache-2
-- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 94 Β· π 200 Β· π¦ 7.9K Β· π 230 - 28% open Β· β±οΈ 20.01.2021):
+- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 94 Β· π 200 Β· π¦ 8K Β· π 230 - 28% open Β· β±οΈ 20.01.2021):
```
git clone https://github.com/spulec/freezegun
```
-- [PyPi](https://pypi.org/project/freezegun) (π₯ 3.5M / month Β· π¦ 8.4K Β· β±οΈ 20.01.2021):
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 3.6M / month Β· π¦ 8.4K Β· β±οΈ 20.01.2021):
```
pip install freezegun
```
-- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 210K Β· β±οΈ 20.01.2021):
+- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 220K Β· β±οΈ 20.01.2021):
```
conda install -c conda-forge freezegun
```
pytest-cov (π₯32 Β· β 1K) - Coverage plugin for pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 64 Β· π 140 Β· π¦ 86K Β· π 290 - 33% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 64 Β· π 140 Β· π¦ 87K Β· π 290 - 34% open Β· β±οΈ 14.05.2021):
```
git clone https://github.com/pytest-dev/pytest-cov
```
-- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 10M / month Β· π¦ 43K Β· β±οΈ 20.01.2021):
+- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 11M / month Β· π¦ 43K Β· β±οΈ 14.05.2021):
```
pip install pytest-cov
```
-- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 2.7M Β· β±οΈ 20.01.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 2.8M Β· β±οΈ 14.05.2021):
```
conda install -c conda-forge pytest-cov
```
pytest-xdist (π₯31 Β· β 700) - pytest plugin for distributed testing and loop-on-failures.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 73 Β· π 150 Β· π¦ 18K Β· π 420 - 45% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 73 Β· π 150 Β· π¦ 18K Β· π 420 - 45% open Β· β±οΈ 17.05.2021):
```
git clone https://github.com/pytest-dev/pytest-xdist
@@ -2093,26 +2093,26 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install pytest-xdist
```
-- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 1.3M Β· β±οΈ 10.02.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 1.4M Β· β±οΈ 10.02.2021):
```
conda install -c conda-forge pytest-xdist
```
coveralls-python (π₯31 Β· β 460) - Show coverage stats online via coveralls.io. MIT
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 55 Β· π 170 Β· π¦ 17K Β· π 140 - 3% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 57 Β· π 170 Β· π¦ 18K Β· π 140 - 3% open Β· β±οΈ 25.05.2021):
```
git clone https://github.com/coveralls-clients/coveralls-python
```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 540K / month Β· π¦ 17K Β· β±οΈ 02.03.2021):
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 540K / month Β· π¦ 17K Β· β±οΈ 24.05.2021):
```
pip install coveralls
```
pyautogui (π₯30 Β· β 5.1K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
-- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 50 Β· π 690 Β· π¦ 7.7K Β· π 460 - 64% open Β· β±οΈ 18.04.2021):
+- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 50 Β· π 690 Β· π¦ 7.9K Β· π 470 - 64% open Β· β±οΈ 18.04.2021):
```
git clone https://github.com/asweigart/pyautogui
@@ -2128,23 +2128,23 @@ This curated list contains 250 awesome open-source projects with a total of 570K
factory_boy (π₯30 Β· β 2.5K) - A test fixtures replacement for Python. MIT
-- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 110 Β· π 320 Β· π 480 - 28% open Β· β±οΈ 10.05.2021):
+- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 110 Β· π 320 Β· π 480 - 28% open Β· β±οΈ 25.05.2021):
```
git clone https://github.com/FactoryBoy/factory_boy
```
-- [PyPi](https://pypi.org/project/factory_boy) (π₯ 1.8M / 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₯ 65K Β· β±οΈ 04.04.2021):
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 67K Β· β±οΈ 04.04.2021):
```
conda install -c conda-forge factory_boy
```
pytest-html (π₯30 Β· β 420) - 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¦ 9.8K 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¦ 10K Β· π 260 - 31% open Β· β±οΈ 23.01.2021):
```
git clone https://github.com/pytest-dev/pytest-html
@@ -2160,39 +2160,39 @@ This curated list contains 250 awesome open-source projects with a total of 570K
pytest-mock (π₯29 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¦ 16K Β· π 96 - 10% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 54 Β· π 95 Β· π¦ 16K Β· π 99 - 10% open Β· β±οΈ 18.05.2021):
```
git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 4M / month Β· π¦ 6.2K Β· β±οΈ 06.05.2021):
+- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 4.1M / month Β· π¦ 6.2K Β· β±οΈ 06.05.2021):
```
pip install pytest-mock
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 900K Β· β±οΈ 07.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 920K Β· β±οΈ 07.05.2021):
```
conda install -c conda-forge pytest-mock
```
pytest-asyncio (π₯29 Β· β 710) - Pytest support for asyncio. Apache-2
+pytest-asyncio (π₯29 Β· β 730) - Pytest support for asyncio. Apache-2
- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 26 Β· π 79 Β· π¦ 12K Β· π 160 - 40% open Β· β±οΈ 21.04.2021):
```
git clone https://github.com/pytest-dev/pytest-asyncio
```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 1.7M / month Β· π¦ 2K Β· β±οΈ 21.04.2021):
+- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 1.6M / month Β· π¦ 2K Β· β±οΈ 21.04.2021):
```
pip install pytest-asyncio
```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 410K Β· β±οΈ 06.04.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 420K Β· β±οΈ 21.05.2021):
```
conda install -c conda-forge pytest-asyncio
```
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₯ 160 Β· π 290 - 3% open Β· β±οΈ 30.04.2021):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 110 Β· π 270 Β· π₯ 160 Β· π 290 - 2% open Β· β±οΈ 30.04.2021):
```
git clone https://github.com/lk-geimfari/mimesis
@@ -2209,11 +2209,11 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/nose-devs/nose2
```
-- [PyPi](https://pypi.org/project/nose2) (π₯ 330K / month Β· π¦ 1.9K Β· β±οΈ 27.01.2021):
+- [PyPi](https://pypi.org/project/nose2) (π₯ 340K / month Β· π¦ 1.9K Β· β±οΈ 27.01.2021):
```
pip install nose2
```
-- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 30K Β· β±οΈ 02.02.2020):
+- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 31K Β· β±οΈ 02.02.2020):
```
conda install -c conda-forge nose2
```
@@ -2225,60 +2225,60 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
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₯ 280K / month Β· π¦ 2.5K Β· β±οΈ 15.05.2020):
```
pip install ddt
```
-- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 58K Β· β±οΈ 15.05.2020):
+- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 59K Β· β±οΈ 15.05.2020):
```
conda install -c conda-forge ddt
```
pytest-benchmark (π₯27 Β· β 750) - py.test fixture for benchmarking code. BSD-2
+pytest-benchmark (π₯27 Β· β 760) - py.test fixture for benchmarking code. BSD-2
- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 32 Β· π 78 Β· π¦ 1.8K Β· π 150 - 47% open Β· β±οΈ 17.04.2021):
```
git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 340K / month Β· π¦ 730 Β· β±οΈ 17.04.2021):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 320K / month Β· π¦ 730 Β· β±οΈ 17.04.2021):
```
pip install pytest-benchmark
```
-- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 530K Β· β±οΈ 18.04.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 570K Β· β±οΈ 18.04.2021):
```
conda install -c conda-forge pytest-benchmark
```
pytest-sugar (π₯27 Β· β 700 Β· π€) - a plugin for py.test that changes the default look and.. BSD-3
+pytest-sugar (π₯27 Β· β 710 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 51 Β· π¦ 7.2K Β· π 100 - 33% open Β· β±οΈ 24.10.2020):
+- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 36 Β· π 51 Β· π¦ 7.3K 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₯ 510K / 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₯ 97K Β· β±οΈ 18.09.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 98K Β· β±οΈ 18.09.2020):
```
conda install -c conda-forge pytest-sugar
```
playwright-python (π₯26 Β· β 4.5K) - Python version of the Playwright testing and automation.. Apache-2
+playwright-python (π₯26 Β· β 4.6K) - Python version of the Playwright testing and automation.. Apache-2
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 19 Β· π 380 Β· π¦ 200 Β· π 320 - 5% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 20 Β· π 390 Β· π¦ 220 Β· π 340 - 4% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/microsoft/playwright-python
```
-- [PyPi](https://pypi.org/project/playwright) (π₯ 49K / month Β· β±οΈ 10.05.2021):
+- [PyPi](https://pypi.org/project/playwright) (π₯ 58K / month Β· β±οΈ 20.05.2021):
```
pip install playwright
```
pytest-bdd (π₯26 Β· β 810) - BDD library for the py.test runner. MIT
+pytest-bdd (π₯26 Β· β 820) - BDD library for the py.test runner. MIT
- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 40 Β· π 130 Β· π 230 - 44% open Β· β±οΈ 29.04.2021):
@@ -2289,71 +2289,71 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install pytest-bdd
```
-- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 26K Β· β±οΈ 03.02.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 27K 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
-- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 37 Β· π 74 Β· π¦ 580 Β· π 160 - 1% open Β· β±οΈ 28.04.2021):
+- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 37 Β· π 74 Β· π¦ 580 Β· π 160 - 2% open Β· β±οΈ 28.04.2021):
```
git clone https://github.com/CleanCut/green
```
-- [PyPi](https://pypi.org/project/green) (π₯ 16K / month Β· π¦ 360 Β· β±οΈ 28.04.2021):
+- [PyPi](https://pypi.org/project/green) (π₯ 17K / month Β· π¦ 360 Β· β±οΈ 28.04.2021):
```
pip install green
```
-- [Conda](https://anaconda.org/conda-forge/green) (π₯ 76K Β· β±οΈ 12.11.2020):
+- [Conda](https://anaconda.org/conda-forge/green) (π₯ 78K 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¦ 1K Β· π 43 - 20% open Β· β±οΈ 21.03.2021):
+- [GitHub](https://github.com/dbader/pytest-mypy) (π¨βπ» 15 Β· π 31 Β· π¦ 1.1K Β· π 43 - 20% open Β· β±οΈ 21.03.2021):
```
git clone https://github.com/dbader/pytest-mypy
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 310K / month Β· π¦ 270 Β· β±οΈ 21.03.2021):
+- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 300K / month Β· π¦ 270 Β· β±οΈ 21.03.2021):
```
pip install pytest-mypy
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 9K Β· β±οΈ 24.11.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 9.3K Β· β±οΈ 24.11.2020):
```
conda install -c conda-forge pytest-mypy
```
asv (π₯25 Β· β 580) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
+asv (π₯25 Β· β 590) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 53 Β· π 130 Β· π¦ 150 Β· π 410 - 27% open Β· β±οΈ 25.03.2021):
+- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 53 Β· π 130 Β· π¦ 160 Β· π 410 - 27% open Β· β±οΈ 25.03.2021):
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (π₯ 14K / month Β· π¦ 88 Β· β±οΈ 16.05.2020):
+- [PyPi](https://pypi.org/project/asv) (π₯ 15K / month Β· π¦ 88 Β· β±οΈ 16.05.2020):
```
pip install asv
```
-- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 420K Β· β±οΈ 16.02.2021):
+- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 440K Β· β±οΈ 16.02.2021):
```
conda install -c conda-forge asv
```
PyHamcrest (π₯25 Β· β 540) - Hamcrest matchers for Python. BSD-3
+PyHamcrest (π₯25 Β· β 550) - Hamcrest matchers for Python. BSD-3
- [GitHub](https://github.com/hamcrest/PyHamcrest) (π¨βπ» 34 Β· π 81 Β· π 58 - 17% open Β· β±οΈ 08.03.2021):
```
git clone https://github.com/hamcrest/PyHamcrest
```
-- [PyPi](https://pypi.org/project/pyhamcrest) (π₯ 1.1M / 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
```
-- [Conda](https://anaconda.org/conda-forge/pyhamcrest) (π₯ 350K Β· β±οΈ 02.03.2020):
+- [Conda](https://anaconda.org/conda-forge/pyhamcrest) (π₯ 360K Β· β±οΈ 02.03.2020):
```
conda install -c conda-forge pyhamcrest
```
@@ -2365,14 +2365,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 98K / month Β· β±οΈ 18.03.2021):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 97K / month Β· β±οΈ 18.03.2021):
```
pip install pytest-testinfra
```
uiautomator (π₯24 Β· β 1.7K) - Python wrapper of Android uiautomator test tool. MIT
-- [GitHub](https://github.com/xiaocong/uiautomator) (π¨βπ» 13 Β· π 590 Β· π¦ 180 Β· π 290 - 59% open Β· β±οΈ 16.11.2020):
+- [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
@@ -2382,18 +2382,18 @@ This curated list contains 250 awesome open-source projects with a total of 570K
pip install uiautomator
```
nox (π₯24 Β· β 540) - Flexible test automation for Python. Apache-2
+nox (π₯24 Β· β 550) - Flexible test automation for Python. Apache-2
-- [GitHub](https://github.com/theacodes/nox) (π¨βπ» 57 Β· π 88 Β· π¦ 530 Β· π 220 - 22% open Β· β±οΈ 24.04.2021):
+- [GitHub](https://github.com/theacodes/nox) (π¨βπ» 57 Β· π 90 Β· π¦ 550 Β· π 220 - 22% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (π₯ 300K / month Β· π¦ 56 Β· β±οΈ 01.01.2021):
+- [PyPi](https://pypi.org/project/nox) (π₯ 310K / month Β· π¦ 56 Β· β±οΈ 01.01.2021):
```
pip install nox
```
-- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 27K Β· β±οΈ 06.01.2021):
+- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 28K Β· β±οΈ 06.01.2021):
```
conda install -c conda-forge nox
```
@@ -2405,7 +2405,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/tarpas/pytest-testmon
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 91K / month Β· π¦ 98 Β· β±οΈ 28.04.2021):
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 87K / month Β· π¦ 98 Β· β±οΈ 28.04.2021):
```
pip install pytest-testmon
```
@@ -2421,14 +2421,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/nestorsalceda/mamba
```
-- [PyPi](https://pypi.org/project/mamba) (π₯ 19K / 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
```
pytest-randomly (π₯24 Β· β 310) - Pytest plugin to randomly order tests and control random.seed. MIT
+pytest-randomly (π₯24 Β· β 320) - Pytest plugin to randomly order tests and control random.seed. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 15 Β· π 22 Β· π 41 - 17% open Β· β±οΈ 11.05.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 15 Β· π 22 Β· π 41 - 17% open Β· β±οΈ 22.05.2021):
```
git clone https://github.com/pytest-dev/pytest-randomly
@@ -2438,14 +2438,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
pip install pytest-randomly
```
xdoctest (π₯24 Β· β 93) - 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¦ 950 Β· π 32 - 50% open Β· β±οΈ 19.02.2021):
+- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 5 Β· π 5 Β· π¦ 1K Β· π 32 - 50% open Β· β±οΈ 19.02.2021):
```
git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 77K / month Β· π¦ 52 Β· β±οΈ 29.01.2021):
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 80K / month Β· π¦ 52 Β· β±οΈ 29.01.2021):
```
pip install xdoctest
```
@@ -2457,19 +2457,19 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/sixpack/sixpack
```
-- [PyPi](https://pypi.org/project/sixpack) (π₯ 380 / month Β· π¦ 4 Β· β±οΈ 22.11.2017):
+- [PyPi](https://pypi.org/project/sixpack) (π₯ 290 / month Β· π¦ 4 Β· β±οΈ 22.11.2017):
```
pip install sixpack
```
pytest-docker (π₯20 Β· β 200 Β· π€) - Docker-based integration tests. MIT
-- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 9 Β· π 35 Β· π₯ 66 Β· π 29 - 55% open Β· β±οΈ 22.09.2020):
+- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 9 Β· π 37 Β· π₯ 66 Β· π 29 - 55% open Β· β±οΈ 22.09.2020):
```
git clone https://github.com/avast/pytest-docker
```
-- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 22K / month Β· π¦ 28 Β· β±οΈ 22.09.2020):
+- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 23K / month Β· π¦ 28 Β· β±οΈ 22.09.2020):
```
pip install pytest-docker
```
@@ -2477,13 +2477,13 @@ This curated list contains 250 awesome open-source projects with a total of 570K
Show 8 hidden projects...
- nose (π₯32 Β· β 1.3K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
-- pytest-watch (π₯24 Β· β 560 Β· π) - Local continuous test runner with pytest and watchdog. MIT MIT BSD-3
-- pytest-lazy-fixture (π₯21 Β· β 180 Β· π) - It helps to use fixtures in pytest.mark.parametrize. MIT MIT MIT βοΈGPL-2.0
- pytest-play (π₯16 Β· β 63 Β· π) - pytest plugin that let you automate actions and.. Apache-2 MIT
+- pytest-plugins (π₯14 Β· β 380 Β· π) - A grab-bag of nifty pytest plugins. MIT
@@ -2493,25 +2493,25 @@ This curated list contains 250 awesome open-source projects with a total of 570K
π Python.org Packaging - An Overview of Packaging for Python.
-pyinstaller (π₯32 Β· β 8K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
+pyinstaller (π₯34 Β· β 8.1K Β· π) - Freeze (package) Python programs into stand-alone.. βοΈGPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 400 Β· π 1.6K Β· π₯ 700K Β· π¦ 17K Β· π 4.1K - 8% open Β· β±οΈ 11.05.2021):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 400 Β· π 1.6K Β· π₯ 700K Β· π¦ 17K Β· π 4.2K - 8% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 570K / month Β· β±οΈ 17.04.2021):
+- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 580K / month Β· β±οΈ 17.04.2021):
```
pip install pyinstaller
```
-- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 220K Β· β±οΈ 21.04.2021):
+- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 230K Β· β±οΈ 21.04.2021):
```
conda install -c conda-forge pyinstaller
```
packaging (π₯31 Β· β 300 Β· π) - Core utilities for Python packages. BSD-2
+packaging (π₯31 Β· β 300) - Core utilities for Python packages. BSD-2
-- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 69 Β· π 150 Β· π₯ 79 Β· π¦ 210K Β· π 200 - 26% open Β· β±οΈ 06.05.2021):
+- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 69 Β· π 150 Β· π₯ 83 Β· π¦ 210K Β· π 200 - 26% open Β· β±οΈ 06.05.2021):
```
git clone https://github.com/pypa/packaging
@@ -2520,30 +2520,30 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install packaging
```
-- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 7.3M Β· β±οΈ 04.02.2021):
+- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 7.5M Β· β±οΈ 04.02.2021):
```
conda install -c conda-forge packaging
```
Nuitka (π₯27 Β· β 4.2K) - Nuitka is a Python compiler written in Python. It's fully compatible.. Apache-2
-- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 93 Β· π 280 Β· π 900 - 21% open Β· β±οΈ 04.05.2021):
+- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 94 Β· π 290 Β· π 920 - 21% open Β· β±οΈ 25.05.2021):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 22K / month Β· π¦ 54 Β· β±οΈ 10.05.2021):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 22K / month Β· π¦ 54 Β· β±οΈ 24.05.2021):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 270K Β· β±οΈ 11.05.2021):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 280K Β· β±οΈ 24.05.2021):
```
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 190 Β· π₯ 300K Β· π 690 - 19% open Β· β±οΈ 08.05.2021):
+- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 99 Β· π 190 Β· π₯ 310K Β· π 690 - 19% open Β· β±οΈ 08.05.2021):
```
git clone https://github.com/pantsbuild/pex
@@ -2553,42 +2553,42 @@ This curated list contains 250 awesome open-source projects with a total of 570K
pip install pex
```
py2exe (π₯24 Β· β 220) - A distutils extension to create standalone Windows programs from Python code. MIT
+py2exe (π₯24 Β· β 230) - A distutils extension to create standalone Windows programs from Python code. MIT
-- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 14 Β· π 35 Β· π₯ 9.1K Β· π¦ 1.1K Β· π 72 - 6% open Β· β±οΈ 24.04.2021):
+- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 14 Β· π 34 Β· π₯ 9.3K Β· π¦ 1.1K Β· π 73 - 6% open Β· β±οΈ 24.04.2021):
```
git clone https://github.com/py2exe/py2exe
```
-- [PyPi](https://pypi.org/project/py2exe) (π₯ 34K / month Β· π¦ 350 Β· β±οΈ 24.04.2021):
+- [PyPi](https://pypi.org/project/py2exe) (π₯ 31K / month Β· π¦ 350 Β· β±οΈ 24.04.2021):
```
pip install py2exe
```
py2app (π₯24 Β· β 120) - py2app is a Python setuptools command which will allow you to make.. MIT
+py2app (π₯24 Β· β 130) - py2app is a Python setuptools command which will allow you to make.. MIT
- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 24 Β· π 8 Β· π¦ 3.7K Β· π 340 - 43% open Β· β±οΈ 06.04.2021):
```
git clone https://github.com/ronaldoussoren/py2app
```
-- [PyPi](https://pypi.org/project/py2app) (π₯ 18K / month Β· π¦ 1.6K Β· β±οΈ 06.04.2021):
+- [PyPi](https://pypi.org/project/py2app) (π₯ 15K / month Β· π¦ 1.6K Β· β±οΈ 06.04.2021):
```
pip install py2app
```
cx_Freeze (π₯22 Β· β 710) - 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 640 - 9% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 90 Β· π 160 Β· π 650 - 9% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
-- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 37K / month Β· π¦ 150 Β· β±οΈ 16.12.2017):
+- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 35K / month Β· π¦ 150 Β· β±οΈ 16.12.2017):
```
pip install cx_freeze
```
-- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 68K Β· β±οΈ 17.04.2021):
+- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 71K Β· β±οΈ 17.04.2021):
```
conda install -c conda-forge cx_freeze
```
@@ -2600,19 +2600,19 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/takluyver/pynsist
```
-- [PyPi](https://pypi.org/project/pynsist) (π₯ 1.8K / month Β· π¦ 88 Β· β±οΈ 28.03.2021):
+- [PyPi](https://pypi.org/project/pynsist) (π₯ 1.7K / month Β· π¦ 88 Β· β±οΈ 28.03.2021):
```
pip install pynsist
```
xar (π₯21 Β· β 1.4K) - executable archive format. BSD-3
+xar (π₯21 Β· β 1.5K) - executable archive format. BSD-3
- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 21 Β· π 45 Β· π¦ 14 Β· π 29 - 27% open Β· β±οΈ 16.03.2021):
```
git clone https://github.com/facebookincubator/xar
```
-- [PyPi](https://pypi.org/project/xar) (π₯ 220 / month Β· β±οΈ 02.12.2020):
+- [PyPi](https://pypi.org/project/xar) (π₯ 200 / month Β· β±οΈ 02.12.2020):
```
pip install xar
```
@@ -2624,14 +2624,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (π₯ 7K / month Β· π¦ 10 Β· β±οΈ 30.04.2021):
+- [PyPi](https://pypi.org/project/shiv) (π₯ 7.6K / month Β· π¦ 10 Β· β±οΈ 30.04.2021):
```
pip install shiv
```
constructor (π₯19 Β· β 300) - tool for creating installers from conda packages. BSD-3
+constructor (π₯19 Β· β 310) - tool for creating installers from conda packages. BSD-3
-- [GitHub](https://github.com/conda/constructor) (π¨βπ» 44 Β· π 120 Β· π₯ 220 Β· π¦ 9 Β· π 230 - 17% open Β· β±οΈ 01.04.2021):
+- [GitHub](https://github.com/conda/constructor) (π¨βπ» 46 Β· π 120 Β· π₯ 220 Β· π¦ 9 Β· π 230 - 17% open Β· β±οΈ 24.05.2021):
```
git clone https://github.com/conda/constructor
@@ -2643,7 +2643,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
PyOxidizer (π₯15 Β· β 3K) - 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₯ 120 Β· π 340 - 59% open Β· β±οΈ 09.05.2021):
+- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 34 Β· π 110 Β· π₯ 240 Β· π 340 - 58% open Β· β±οΈ 16.05.2021):
```
git clone https://github.com/indygreg/PyOxidizer
@@ -2652,7 +2652,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
Show 2 hidden projects...
- subpar (π₯13 Β· β 480 Β· π) - Subpar is a utility for creating self-contained python.. Apache-2
-- pyship (π₯10 Β· β 10) - freezer, installer and updater for Python applications. MIT
+- pyship (π₯10 Β· β 11) - freezer, installer and updater for Python applications. MIT
@@ -2660,25 +2660,41 @@ This curated list contains 250 awesome open-source projects with a total of 570K
-setuptools (π₯34 Β· β 1.3K) - Official project repository for the Setuptools build system. MIT
+setuptools (π₯34 Β· β 1.4K) - Official project repository for the Setuptools build system. MIT
-- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 440 Β· π 720 Β· π₯ 100 Β· π¦ 100K Β· π 1.8K - 30% open Β· β±οΈ 09.05.2021):
+- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 440 Β· π 730 Β· π₯ 110 Β· π¦ 100K Β· π 1.8K - 30% open Β· β±οΈ 23.05.2021):
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (π₯ 100M / month Β· π¦ 58K Β· β±οΈ 09.05.2021):
+- [PyPi](https://pypi.org/project/setuptools) (π₯ 110M / month Β· π¦ 58K Β· β±οΈ 23.05.2021):
```
pip install setuptools
```
-- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 21M Β· β±οΈ 08.01.2021):
+- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 22M Β· β±οΈ 08.01.2021):
```
conda install -c conda-forge setuptools
```
buildbot (π₯32 Β· β 4.6K Β· π) - Python-based continuous integration testing framework; your.. βοΈGPL-2.0
+
+- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 790 Β· π 1.5K Β· π₯ 15K Β· π¦ 250 Β· π 1.3K - 48% open Β· β±οΈ 26.05.2021):
+
+ ```
+ git clone https://github.com/buildbot/buildbot
+ ```
+- [PyPi](https://pypi.org/project/buildbot) (π₯ 58K / month Β· π¦ 890 Β· β±οΈ 28.04.2021):
+ ```
+ pip install buildbot
+ ```
+- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 34K Β· β±οΈ 28.04.2021):
+ ```
+ conda install -c conda-forge buildbot
+ ```
+invoke (π₯32 Β· β 3.3K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 54 Β· π 280 Β· π¦ 7.7K Β· π 660 - 45% open Β· β±οΈ 31.12.2020):
+- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 54 Β· π 280 Β· π¦ 7.8K Β· π 660 - 45% open Β· β±οΈ 31.12.2020):
```
git clone https://github.com/pyinvoke/invoke
@@ -2687,103 +2703,87 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install invoke
```
-- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 300K Β· β±οΈ 06.01.2021):
+- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 310K Β· β±οΈ 06.01.2021):
```
conda install -c conda-forge invoke
```
twine (π₯32 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¦ 39K Β· π 350 - 11% open Β· β±οΈ 10.04.2021):
+- [GitHub](https://github.com/pypa/twine) (π¨βπ» 100 Β· π 240 Β· π¦ 40K Β· π 350 - 11% open Β· β±οΈ 10.04.2021):
```
git clone https://github.com/pypa/twine
```
-- [PyPi](https://pypi.org/project/twine) (π₯ 1.7M / month Β· π¦ 18K Β· β±οΈ 15.03.2021):
+- [PyPi](https://pypi.org/project/twine) (π₯ 1.8M / month Β· π¦ 18K Β· β±οΈ 15.03.2021):
```
pip install twine
```
-- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 260K Β· β±οΈ 17.03.2021):
+- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 270K Β· β±οΈ 17.03.2021):
```
conda install -c conda-forge twine
```
wheel (π₯32 Β· β 240) - The official binary distribution format for Python. MIT
-- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 60 Β· π 87 Β· π 310 - 7% open Β· β±οΈ 27.04.2021):
+- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 61 Β· π 90 Β· π 310 - 7% open Β· β±οΈ 23.05.2021):
```
git clone https://github.com/pypa/wheel
```
-- [PyPi](https://pypi.org/project/wheel) (π₯ 74M / month Β· π¦ 63K Β· β±οΈ 13.12.2020):
+- [PyPi](https://pypi.org/project/wheel) (π₯ 73M / month Β· π¦ 63K Β· β±οΈ 13.12.2020):
```
pip install wheel
```
-- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 17M Β· β±οΈ 13.12.2020):
+- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 18M Β· β±οΈ 13.12.2020):
```
conda install -c conda-forge wheel
```
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₯ 15K Β· π¦ 250 Β· π 1.3K - 48% open Β· β±οΈ 13.05.2021):
-
- ```
- git clone https://github.com/buildbot/buildbot
- ```
-- [PyPi](https://pypi.org/project/buildbot) (π₯ 57K / month Β· π¦ 890 Β· β±οΈ 28.04.2021):
- ```
- pip install buildbot
- ```
-- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 33K Β· β±οΈ 28.04.2021):
- ```
- conda install -c conda-forge buildbot
- ```
-scons (π₯28 Β· β 1.1K) - SCons - a software construction tool. MIT
-- [GitHub](https://github.com/SCons/scons) (π¨βπ» 130 Β· π 210 Β· π₯ 350 Β· π 3.3K - 20% open Β· β±οΈ 09.05.2021):
+- [GitHub](https://github.com/SCons/scons) (π¨βπ» 130 Β· π 210 Β· π₯ 350 Β· π 3.3K - 20% open Β· β±οΈ 17.05.2021):
```
git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/scons) (π₯ 180K / month Β· π¦ 50 Β· β±οΈ 17.12.2019):
+- [PyPi](https://pypi.org/project/scons) (π₯ 160K / month Β· π¦ 50 Β· β±οΈ 17.12.2019):
```
pip install scons
```
-- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 180K Β· β±οΈ 20.01.2021):
+- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 190K Β· β±οΈ 20.01.2021):
```
conda install -c conda-forge scons
```
flit (π₯27 Β· β 1.4K) - Simplified packaging of Python modules. BSD-3
-- [GitHub](https://github.com/takluyver/flit) (π¨βπ» 42 Β· π 69 Β· π 240 - 34% open Β· β±οΈ 02.04.2021):
+- [GitHub](https://github.com/takluyver/flit) (π¨βπ» 42 Β· π 70 Β· π 240 - 34% open Β· β±οΈ 02.04.2021):
```
git clone https://github.com/takluyver/flit
```
-- [PyPi](https://pypi.org/project/flit) (π₯ 87K / month Β· π¦ 230 Β· β±οΈ 01.03.2021):
+- [PyPi](https://pypi.org/project/flit) (π₯ 98K / month Β· π¦ 230 Β· β±οΈ 01.03.2021):
```
pip install flit
```
-- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 80K Β· β±οΈ 22.03.2021):
+- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 82K Β· β±οΈ 22.03.2021):
```
conda install -c conda-forge flit
```
doit (π₯27 Β· β 1K) - task management & automation tool. MIT
-- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 56 Β· π 120 Β· π¦ 700 Β· π 260 - 25% open Β· β±οΈ 08.05.2021):
+- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 56 Β· π 120 Β· π¦ 700 Β· π 260 - 25% open Β· β±οΈ 14.05.2021):
```
git clone https://github.com/pydoit/doit
```
-- [PyPi](https://pypi.org/project/doit) (π₯ 160K / month Β· π¦ 470 Β· β±οΈ 04.09.2020):
+- [PyPi](https://pypi.org/project/doit) (π₯ 210K / month Β· π¦ 470 Β· β±οΈ 04.09.2020):
```
pip install doit
```
-- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 52K Β· β±οΈ 11.10.2020):
+- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 54K Β· β±οΈ 11.10.2020):
```
conda install -c conda-forge doit
```
@@ -2795,23 +2795,23 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
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₯ 20K / month Β· π¦ 110 Β· β±οΈ 07.05.2021):
```
pip install pybuilder
```
setuptools_scm (π₯26 Β· β 460) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 84 Β· π 140 Β· π 330 - 20% open Β· β±οΈ 10.05.2021):
+- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 84 Β· π 140 Β· π 330 - 21% open Β· β±οΈ 24.05.2021):
```
git clone https://github.com/pypa/setuptools_scm
```
-- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 14M / month Β· π¦ 690 Β· β±οΈ 09.08.2018):
+- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 13M / month Β· π¦ 690 Β· β±οΈ 09.08.2018):
```
pip install setuptools_scm
```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 640K Β· β±οΈ 17.03.2021):
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 650K Β· β±οΈ 17.03.2021):
```
conda install -c conda-forge setuptools_scm
```
@@ -2823,11 +2823,11 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/paver/paver
```
-- [PyPi](https://pypi.org/project/paver) (π₯ 39K / month Β· π¦ 1.9K Β· β±οΈ 31.12.2017):
+- [PyPi](https://pypi.org/project/paver) (π₯ 38K / month Β· π¦ 1.9K Β· β±οΈ 31.12.2017):
```
pip install paver
```
-- [Conda](https://anaconda.org/conda-forge/paver) (π₯ 21K Β· β±οΈ 24.07.2018):
+- [Conda](https://anaconda.org/conda-forge/paver) (π₯ 22K Β· β±οΈ 24.07.2018):
```
conda install -c conda-forge paver
```
@@ -2839,7 +2839,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 270 / month Β· β±οΈ 12.12.2020):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 180 / month Β· β±οΈ 12.12.2020):
```
pip install universal-build
```
@@ -2857,7 +2857,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
psutil (π₯36 Β· β 7.3K) - 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¦ 85K Β· π 1.5K - 12% open Β· β±οΈ 03.05.2021):
+- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 160 Β· π 1.1K Β· π¦ 87K Β· π 1.5K - 12% open Β· β±οΈ 14.05.2021):
```
git clone https://github.com/giampaolo/psutil
@@ -2866,19 +2866,19 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install psutil
```
-- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 6.6M Β· β±οΈ 19.04.2021):
+- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 6.8M Β· β±οΈ 19.04.2021):
```
conda install -c conda-forge psutil
```
Glances (π₯30 Β· β 18K) - 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¦ 300 Β· π 1.4K - 14% open Β· β±οΈ 13.05.2021):
+- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 140 Β· π 1.2K Β· π₯ 430 Β· π¦ 300 Β· π 1.4K - 14% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/nicolargo/glances
```
-- [PyPi](https://pypi.org/project/glances) (π₯ 97K / month Β· π¦ 50 Β· β±οΈ 02.05.2021):
+- [PyPi](https://pypi.org/project/glances) (π₯ 130K / month Β· π¦ 50 Β· β±οΈ 02.05.2021):
```
pip install glances
```
@@ -2887,26 +2887,26 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge glances
```
py-spy (π₯29 Β· β 6.9K) - Sampling profiler for Python programs. MIT
+py-spy (π₯30 Β· β 6.9K Β· π) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 25 Β· π 250 Β· π₯ 5K Β· π¦ 790 Β· π 200 - 30% open Β· β±οΈ 06.05.2021):
+- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 25 Β· π 250 Β· π₯ 5.1K Β· π¦ 830 Β· π 200 - 30% open Β· β±οΈ 16.05.2021):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 520K / month Β· π¦ 50 Β· β±οΈ 06.05.2021):
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 510K / month Β· π¦ 50 Β· β±οΈ 16.05.2021):
```
pip install py-spy
```
line_profiler (π₯29 Β· β 3.5K Β· π) - Line-by-line profiling for Python. BSD-3
+line_profiler (π₯29 Β· β 3.5K) - Line-by-line profiling for Python. BSD-3
-- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 23 Β· π 250 Β· π 40 - 75% open Β· β±οΈ 05.05.2021):
+- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 24 Β· π 250 Β· π 41 - 75% open Β· β±οΈ 24.05.2021):
```
git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/line_profiler) (π₯ 440K / month Β· π¦ 690 Β· β±οΈ 20.12.2017):
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 460K / month Β· π¦ 690 Β· β±οΈ 20.12.2017):
```
pip install line_profiler
```
@@ -2922,7 +2922,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/pythonprofilers/memory_profiler
```
-- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 290K / month Β· π¦ 530 Β· β±οΈ 16.08.2018):
+- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 320K / month Β· π¦ 530 Β· β±οΈ 16.08.2018):
```
pip install memory_profiler
```
@@ -2938,35 +2938,19 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install pyinstrument
```
-- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 69K Β· β±οΈ 03.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 70K Β· β±οΈ 03.05.2021):
```
conda install -c conda-forge pyinstrument
```
Yappi (π₯26 Β· β 620) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT
-
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 22 Β· π 44 Β· π¦ 400 Β· π 43 - 25% open Β· β±οΈ 23.03.2021):
-
- ```
- git clone https://github.com/sumerc/yappi
- ```
-- [PyPi](https://pypi.org/project/yappi) (π₯ 200K / month Β· π¦ 640 Β· β±οΈ 27.11.2020):
- ```
- pip install yappi
- ```
-- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 76K Β· β±οΈ 28.11.2020):
- ```
- conda install -c conda-forge yappi
- ```
-pympler (π₯25 Β· β 760 Β· π€) - Development tool to measure, monitor and analyze the memory.. Apache-2
+pympler (π₯26 Β· β 770 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 78 - 41% open Β· β±οΈ 15.10.2020):
```
git clone https://github.com/pympler/pympler
```
-- [PyPi](https://pypi.org/project/pympler) (π₯ 410K / month Β· π¦ 480 Β· β±οΈ 14.10.2020):
+- [PyPi](https://pypi.org/project/pympler) (π₯ 440K / month Β· π¦ 480 Β· β±οΈ 14.10.2020):
```
pip install pympler
```
@@ -2975,30 +2959,46 @@ This curated list contains 250 awesome open-source projects with a total of 570K
conda install -c conda-forge pympler
```
Bpytop (π₯23 Β· β 6.4K) - Linux/OSX/FreeBSD resource monitor. Apache-2
+Yappi (π₯26 Β· β 640) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT
-- [GitHub](https://github.com/aristocratos/bpytop) (π¨βπ» 28 Β· π 250 Β· π 230 - 15% open Β· β±οΈ 02.05.2021):
+- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 22 Β· π 44 Β· π¦ 410 Β· π 44 - 27% open Β· β±οΈ 23.03.2021):
```
- git clone https://github.com/aristocratos/bpytop
+ git clone https://github.com/sumerc/yappi
```
-- [PyPi](https://pypi.org/project/bpytop) (π₯ 12K / month Β· β±οΈ 02.05.2021):
+- [PyPi](https://pypi.org/project/yappi) (π₯ 150K / month Β· π¦ 640 Β· β±οΈ 27.11.2020):
```
- pip install bpytop
+ pip install yappi
+ ```
+- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 77K Β· β±οΈ 28.11.2020):
+ ```
+ conda install -c conda-forge yappi
```
Scalene (π₯23 Β· β 4K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
+Scalene (π₯24 Β· β 4K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 18 Β· π 140 Β· π¦ 39 Β· π 96 - 17% open Β· β±οΈ 12.05.2021):
+- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 19 Β· π 140 Β· π¦ 43 Β· π 100 - 20% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/emeryberger/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (π₯ 4K / month Β· β±οΈ 27.04.2021):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 4.4K / month Β· β±οΈ 15.05.2021):
```
pip install scalene
```
Bpytop (π₯23 Β· β 6.6K) - Linux/OSX/FreeBSD resource monitor. Apache-2
+
+- [GitHub](https://github.com/aristocratos/bpytop) (π¨βπ» 28 Β· π 250 Β· π 240 - 16% open Β· β±οΈ 02.05.2021):
+
+ ```
+ git clone https://github.com/aristocratos/bpytop
+ ```
+- [PyPi](https://pypi.org/project/bpytop) (π₯ 11K / month Β· β±οΈ 02.05.2021):
+ ```
+ pip install bpytop
+ ```
+vprof (π₯22 Β· β 3.7K) - Visual profiler for Python. BSD-2
- [GitHub](https://github.com/nvdv/vprof) (π¨βπ» 17 Β· π 160 Β· π¦ 73 Β· π 79 - 29% open Β· β±οΈ 20.02.2021):
@@ -3006,7 +3006,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
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₯ 2.3K / month Β· π¦ 18 Β· β±οΈ 29.02.2020):
```
pip install vprof
```
@@ -3018,7 +3018,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/what-studio/profiling
```
-- [PyPi](https://pypi.org/project/profiling) (π₯ 4K / month Β· π¦ 5 Β· β±οΈ 28.06.2017):
+- [PyPi](https://pypi.org/project/profiling) (π₯ 3.6K / month Β· π¦ 5 Β· β±οΈ 28.06.2017):
```
pip install profiling
```
@@ -3027,7 +3027,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
- Diamond (π₯27 Β· β 1.6K Β· π) - Diamond is a python daemon that collects system metrics and publishes.. MIT
- memory_profiler (π₯22 Β· β 62 Β· π) - Monitor Memory usage of Python code. BSD-3
-- pyheat (π₯18 Β· β 490 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
+- pyheat (π₯17 Β· β 490 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
@@ -3042,7 +3042,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
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₯ 17M / month Β· π¦ 10K Β· β±οΈ 11.04.2021):
```
pip install typed_ast
```
@@ -3054,23 +3054,23 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
git clone https://github.com/berkerpeksag/astor
```
-- [PyPi](https://pypi.org/project/astor) (π₯ 3.5M / month Β· π¦ 3.8K Β· β±οΈ 10.12.2019):
+- [PyPi](https://pypi.org/project/astor) (π₯ 3.7M / month Β· π¦ 3.8K Β· β±οΈ 10.12.2019):
```
pip install astor
```
-- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 1.1M Β· β±οΈ 01.07.2020):
+- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 1.2M Β· β±οΈ 01.07.2020):
```
conda install -c conda-forge astor
```
gast (π₯26 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¦ 55K Β· π 25 - 16% open Β· β±οΈ 26.11.2020):
+- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 22 Β· π¦ 56K Β· π 25 - 16% open Β· β±οΈ 26.11.2020):
```
git clone https://github.com/serge-sans-paille/gast
```
-- [PyPi](https://pypi.org/project/gast) (π₯ 8M / month Β· π¦ 3.4K Β· β±οΈ 07.08.2020):
+- [PyPi](https://pypi.org/project/gast) (π₯ 8.3M / month Β· π¦ 3.4K Β· β±οΈ 07.08.2020):
```
pip install gast
```
@@ -3081,7 +3081,7 @@ This curated list contains 250 awesome open-source projects with a total of 570K
asteval (π₯24 Β· β 120) - minimalistic evaluator of python expression using ast module. MIT
-- [GitHub](https://github.com/newville/asteval) (π¨βπ» 17 Β· π 28 Β· π¦ 540 Β· π 47 - 10% open Β· β±οΈ 21.04.2021):
+- [GitHub](https://github.com/newville/asteval) (π¨βπ» 17 Β· π 28 Β· π¦ 550 Β· π 47 - 10% open Β· β±οΈ 19.05.2021):
```
git clone https://github.com/newville/asteval
@@ -3090,14 +3090,14 @@ This curated list contains 250 awesome open-source projects with a total of 570K
```
pip install asteval
```
-- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 120K Β· β±οΈ 27.02.2021):
+- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 130K Β· β±οΈ 27.02.2021):
```
conda install -c conda-forge asteval
```
Show 1 hidden projects...
-- astunparse (π₯27 Β· β 160 Β· π) - An AST unparser for Python. BSD-3
+- astunparse (π₯28 Β· β 160 Β· π) - An AST unparser for Python. BSD-3
@@ -3105,18 +3105,18 @@ This curated list contains 250 awesome open-source projects with a total of 570K
-pre-commit (π₯31 Β· β 5.9K) - A framework for managing and maintaining multi-language pre-commit.. MIT
+pre-commit (π₯31 Β· β 6K) - A framework for managing and maintaining multi-language pre-commit hooks. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 120 Β· π 430 Β· π₯ 5.1K Β· π 1.1K - 2% open Β· β±οΈ 10.05.2021):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 120 Β· π 450 Β· π₯ 5.8K Β· π 1.1K - 2% open Β· β±οΈ 24.05.2021):
```
git clone https://github.com/pre-commit/pre-commit
```
-- [PyPi](https://pypi.org/project/pre-commit) (π₯ 3.1M / month Β· π¦ 2.1K Β· β±οΈ 06.04.2021):
+- [PyPi](https://pypi.org/project/pre-commit) (π₯ 3.2M / month Β· π¦ 2.1K Β· β±οΈ 21.05.2021):
```
pip install pre-commit
```
-- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 520K Β· β±οΈ 17.04.2021):
+- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 550K Β· β±οΈ 27.05.2021):
```
conda install -c conda-forge pre-commit
```
diff --git a/history/2021-05-27_changes.md b/history/2021-05-27_changes.md
new file mode 100644
index 0000000..16c9f90
--- /dev/null
+++ b/history/2021-05-27_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._
+
+- pyinstaller (π₯34 Β· β 8.1K Β· π) - Freeze (package) Python programs into stand-alone.. βοΈGPL-2.0
+- buildbot (π₯32 Β· β 4.6K Β· π) - Python-based continuous integration testing framework; your.. βοΈGPL-2.0
+- py-spy (π₯30 Β· β 6.9K Β· π) - Sampling profiler for Python programs. MIT
+- data-science-types (π₯23 Β· β 180 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
+- xenon (π₯22 Β· β 190 Β· π) - Monitoring tool based on radon. MIT
+
+## 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._
+
+- pipenv (π₯35 Β· β 22K Β· π) - Python Development Workflow for Humans. MIT
+- pyright (π₯25 Β· β 6.8K Β· π) - Static type checker for Python. MIT
+- mypy-protobuf (π₯24 Β· β 350 Β· π) - open source tools to generate mypy stubs from protobufs. Apache-2
+- MonkeyType (π₯23 Β· β 3.4K Β· π) - A system for Python that generates static type annotations by.. BSD-3
+- stackprinter (π₯23 Β· β 1.1K Β· π) - Debugging-friendly exceptions for Python. MIT
+
diff --git a/history/2021-05-27_projects.csv b/history/2021-05-27_projects.csv
new file mode 100644
index 0000000..159d44e
--- /dev/null
+++ b/history/2021-05-27_projects.csv
@@ -0,0 +1,248 @@
+,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,labels,conda_id,pypi_id,open_issue_count,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,github_release_downloads,trending,updated_github_id,cargo_id,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,conda_forge
+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 13:09:27.000,2021-05-27 14:41:19.000,2021-05-14 08:30:59.000,81.0,2.0,1226.0,2021-05-14 08:31:08.000,2021.05.13,16.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,
+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 10:53:28.000,2021-05-27 09:40:08.000,2021-05-23 16:24:23.000,1475.0,4631.0,3949.0,2021-05-20 12:58:02.000,4.0.2,151.0,642.0,['sphinx'],conda-forge/sphinx,sphinx,768.0,17610.0,247253.0,142717.0,https://pypi.org/project/sphinx,2021-05-20 12:58:02.000,104536.0,4464744.0,4522229.0,https://anaconda.org/conda-forge/sphinx,2021-05-25 19:47:42.185,3276669.0,1.0,,,,,,,,,,
+4,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,36,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MIT,2015-06-03 13:13:14.000,2021-05-24 21:12:31.593,2021-05-24 11:33:23.000,947.0,509.0,18411.0,2021-05-24 19:55:34.000,4.61.0,118.0,100.0,,conda-forge/tqdm,tqdm,282.0,1833.0,202317.0,176079.0,https://pypi.org/project/tqdm,2021-05-24 19:47:43.000,26238.0,19449547.0,19556823.0,https://anaconda.org/conda-forge/tqdm,2021-05-24 21:12:31.593,6321914.0,1.0,7900.0,,,,,,,,,
+5,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 13:30:23.000,2021-05-27 10:47:22.000,2021-05-25 15:40:56.000,1730.0,4631.0,10740.0,,,79.0,465.0,,conda-forge/mypy,mypy,1715.0,9526.0,40744.0,34660.0,https://pypi.org/project/mypy,2021-02-19 17:28:31.000,6084.0,6576060.0,6598327.0,https://anaconda.org/conda-forge/mypy,2021-04-02 00:00:44.993,935226.0,1.0,,,,,,,,,,
+6,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 20:28:27.000,2021-05-27 13:10:24.043,2021-05-26 21:42:37.000,1726.0,3862.0,7374.0,2021-05-04 16:22:25.000,6.2.4,147.0,723.0,['pytest'],conda-forge/pytest,pytest,653.0,,452976.0,322392.0,https://pypi.org/project/pytest,2021-05-04 16:21:57.000,130584.0,27895127.0,28031211.0,https://anaconda.org/conda-forge/pytest,2021-05-27 13:10:24.043,7892903.0,1.0,,,,,,,,,,
+7,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,36,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2021-05-14 15:02:58.000,2021-05-14 15:02:54.000,1094.0,1287.0,7338.0,2020-12-19 01:19:27.000,5.8.0,83.0,159.0,,conda-forge/psutil,psutil,176.0,5683.0,111843.0,87177.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000,24666.0,22713253.0,22824751.0,https://anaconda.org/conda-forge/psutil,2021-04-19 20:30:13.823,6801409.0,1.0,,,,,,,,,,
+8,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,36,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2021-05-26 14:15:06.000,2021-05-05 22:38:19.000,441.0,1209.0,4868.0,2020-12-25 10:34:25.000,0.18.0,30.0,144.0,,conda-forge/jedi,jedi,27.0,8204.0,148141.0,132235.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000,15906.0,13147790.0,13238486.0,https://anaconda.org/conda-forge/jedi,2021-01-14 15:48:43.942,4988304.0,1.0,,,,,,,,,,
+9,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 16:54:22.000,2021-05-27 05:55:46.000,2021-05-25 08:03:52.000,366.0,1056.0,2225.0,2021-05-10 12:09:53.000,3.23.1,116.0,242.0,['pytest'],conda-forge/tox,tox,138.0,1996.0,80852.0,44452.0,https://pypi.org/project/tox,2021-05-05 16:42:34.000,36400.0,4231754.0,4238171.0,https://anaconda.org/conda-forge/tox,2021-05-05 22:48:33.555,282385.0,1.0,,,,,,,,,,
+10,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 17:06:24.000,2021-05-25 18:59:18.000,2021-05-24 18:26:33.000,183.0,1239.0,1273.0,2021-03-14 23:32:11.000,3.9.0,79.0,155.0,,conda-forge/flake8,flake8,36.0,1959.0,239937.0,168647.0,https://pypi.org/project/flake8,2021-05-08 19:52:32.000,71290.0,12029248.0,12070912.0,https://anaconda.org/conda-forge/flake8,2021-05-10 17:37:45.968,2458205.0,1.0,,,,,,,,,,
+11,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,35,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2021-05-10 00:37:04.000,2021-05-10 00:37:04.000,1601.0,2882.0,21926.0,2020-11-15 04:19:27.000,2020.11.15,297.0,383.0,,conda-forge/pipenv,pipenv,506.0,7056.0,21137.0,18863.0,https://pypi.org/project/pipenv,2020-11-15 04:19:27.000,2274.0,3173061.0,3175133.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831,39381.0,1.0,,-1.0,,,,,,,,
+12,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,35,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2021-05-26 20:42:46.000,2021-05-25 17:11:41.000,1708.0,1395.0,12209.0,2020-05-14 15:18:01.000,1.1.2,44.0,192.0,['mkdocs'],conda-forge/mkdocs,mkdocs,147.0,1533.0,18362.0,12420.0,https://pypi.org/project/mkdocs,2020-05-14 15:18:01.000,5942.0,565800.0,567980.0,https://anaconda.org/conda-forge/mkdocs,2020-06-01 13:16:37.068,133038.0,1.0,,,,,,,,,,
+13,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,34,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2021-05-27 13:19:32.000,2021-05-26 19:41:45.000,1638.0,3796.0,8109.0,2021-04-17 05:02:21.000,4.3,28.0,399.0,,conda-forge/pyinstaller,pyinstaller,367.0,7773.0,17255.0,17255.0,https://pypi.org/project/pyinstaller,2021-04-17 04:46:48.000,0.0,576138.0,587681.0,https://anaconda.org/conda-forge/pyinstaller,2021-04-21 15:08:29.384,227972.0,1.0,700462.0,2.0,,,,,,,,
+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 14:30:46.000,2021-05-27 13:12:21.000,2021-05-25 14:09:27.000,2244.0,4773.0,7168.0,2021-05-23 09:52:07.000,21.1.2,105.0,608.0,,conda-forge/pip,pip,978.0,,69020.0,50354.0,https://pypi.org/project/pip,2021-05-23 09:52:07.000,18666.0,94513033.0,94864021.0,https://anaconda.org/conda-forge/pip,2021-05-23 11:54:56.735,20357339.0,1.0,,,,,,,,,,
+15,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,34,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2021-05-27 13:14:06.000,2021-05-25 11:29:09.000,1689.0,3361.0,5918.0,2021-05-25 11:27:33.000,4.0.3,62.0,140.0,,conda-forge/robotframework,robotframework,203.0,12913.0,5202.0,3794.0,https://pypi.org/project/robotframework,2021-05-25 11:28:06.000,1408.0,705232.0,706445.0,https://anaconda.org/conda-forge/robotframework,2021-05-25 13:52:36.408,48301.0,1.0,505.0,,,,,,,,,
+16,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 00:43:37.000,2021-05-26 09:46:52.000,2021-05-06 22:18:19.000,599.0,530.0,4312.0,2021-03-14 18:44:02.000,2.7.0,12.0,125.0,,conda-forge/pycodestyle,pycodestyle,113.0,1222.0,160705.0,139475.0,https://pypi.org/project/pycodestyle,2021-03-14 18:44:02.000,21230.0,16457343.0,16501329.0,https://anaconda.org/conda-forge/pycodestyle,2021-03-15 18:43:23.361,2595175.0,1.0,,,,,,,,,,
+17,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 20:08:51.000,2021-04-30 08:34:16.877,2021-04-30 06:04:29.000,244.0,332.0,3775.0,2021-04-30 06:09:29.000,1.5.7,67.0,50.0,,conda-forge/autopep8,autopep8,86.0,2702.0,86598.0,76414.0,https://pypi.org/project/autopep8,2021-04-30 06:04:42.000,10184.0,2042158.0,2049924.0,https://anaconda.org/conda-forge/autopep8,2021-04-30 08:34:16.877,458240.0,1.0,,,,,,,,,,
+18,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,34,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000,2021-05-26 19:50:11.000,2021-05-26 11:13:37.000,699.0,2709.0,3363.0,2021-04-26 16:01:12.000,2.8.2,104.0,390.0,,conda-forge/pylint,pylint,705.0,5456.0,37734.0,,https://pypi.org/project/pylint,2021-04-26 16:01:12.000,37734.0,9932259.0,9964952.0,https://anaconda.org/conda-forge/pylint,2021-03-03 00:06:43.039,1863503.0,1.0,,,,,,,,,,
+19,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 14:02:33.000,2021-05-25 07:06:14.000,2021-05-23 02:11:33.000,728.0,1234.0,1358.0,2021-05-23 03:55:07.000,57.0.0,430.0,441.0,,conda-forge/setuptools,setuptools,538.0,,160514.0,102584.0,https://pypi.org/project/setuptools,2021-05-23 03:54:57.000,57930.0,105502658.0,105878662.0,https://anaconda.org/conda-forge/setuptools,2021-01-08 05:42:17.824,21808178.0,1.0,107.0,,,,,,,,,
+20,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 15:28:09.000,2021-05-24 16:03:31.000,2021-05-21 10:00:53.000,778.0,445.0,26197.0,2021-05-19 16:16:58.000,10.2.2,126.0,91.0,,conda-forge/rich,rich,4.0,1952.0,4201.0,4201.0,https://pypi.org/project/rich,2021-05-19 16:16:00.000,0.0,1715537.0,1737586.0,https://anaconda.org/conda-forge/rich,2021-05-19 19:58:08.049,220491.0,1.0,,,,,,,,,,
+21,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,33,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2021-05-27 13:58:06.000,2021-05-27 13:58:06.000,1346.0,1155.0,21129.0,2021-05-10 15:10:43.000,21.5b1,28.0,248.0,,conda-forge/black,black,380.0,,65451.0,59223.0,https://pypi.org/project/black,2021-05-10 15:11:11.000,6228.0,7569942.0,7614359.0,https://anaconda.org/conda-forge/black,2021-05-25 10:15:40.076,1579647.0,2.0,13997.0,,,,,,,,,
+22,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,A Material Design theme for MkDocs.,documentation,33,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2021-05-27 09:37:09.000,2021-05-27 09:36:08.000,1556.0,1023.0,6485.0,2021-05-19 09:03:55.000,7.1.5,199.0,115.0,['mkdocs'],conda-forge/mkdocs-material,mkdocs-material,10.0,3359.0,8183.0,6681.0,https://pypi.org/project/mkdocs-material,2021-05-19 09:03:55.000,1502.0,456771.0,458553.0,https://anaconda.org/conda-forge/mkdocs-material,2021-05-19 14:21:17.734,42787.0,1.0,,,,,,,,,,
+23,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 13:51:19.000,2021-05-27 14:41:50.301,2021-05-27 14:04:35.000,465.0,1049.0,5189.0,2021-05-27 13:16:32.000,hypothesis-python-6.13.7,843.0,248.0,,conda-forge/hypothesis,hypothesis,56.0,10761.0,11354.0,8738.0,https://pypi.org/project/hypothesis,2021-05-27 13:16:15.000,2616.0,1970127.0,2041573.0,https://anaconda.org/conda-forge/hypothesis,2021-05-27 14:41:50.301,4143897.0,1.0,,,,,,,,,,
+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 22:22:53.000,2021-05-26 07:54:28.000,2021-05-26 07:54:28.000,398.0,925.0,3910.0,2021-03-21 06:05:17.000,5.8.0,126.0,235.0,,conda-forge/isort,isort,29.0,,197617.0,173399.0,https://pypi.org/project/isort,2020-12-31 01:15:41.000,24218.0,15121497.0,15154654.0,https://anaconda.org/conda-forge/isort,2021-03-21 08:22:11.429,1923117.0,2.0,,,,,,,,,,
+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 17:10:49.000,2021-05-26 15:43:10.000,2021-05-01 01:50:03.000,1526.0,490.0,3700.0,2018-10-05 13:20:49.000,0.4.2,23.0,104.0,['sphinx'],conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,166.0,1217.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000,23474.0,2106791.0,2129895.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-04-06 20:57:24.009,1316948.0,1.0,,,,,,,,,,
+26,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,32,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2021-05-26 16:40:01.000,2021-05-21 14:02:34.000,1210.0,1875.0,15163.0,2021-04-14 17:08:31.000,1.1.6,135.0,275.0,,conda-forge/poetry,poetry,1108.0,1799.0,64.0,,https://pypi.org/project/poetry,2021-05-21 14:01:30.000,64.0,2208082.0,2386168.0,https://anaconda.org/conda-forge/poetry,2021-04-15 00:21:03.148,211865.0,2.0,6498949.0,,,,,,,,,
+27,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 17:56:53.000,2021-05-27 14:31:19.000,2021-05-26 09:26:02.000,1517.0,686.0,4617.0,2021-04-28 10:47:25.000,3.1.1,111.0,790.0,,conda-forge/buildbot,buildbot,639.0,21990.0,1140.0,248.0,https://pypi.org/project/buildbot,2021-04-28 11:01:30.000,892.0,57922.0,59895.0,https://anaconda.org/conda-forge/buildbot,2021-04-28 12:55:11.512,33541.0,1.0,15079.0,1.0,,,,,,,,
+28,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,32,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2021-05-27 13:29:49.000,2021-05-26 17:31:24.000,1029.0,6018.0,4152.0,2021-04-15 16:31:48.000,4.10.1,100.0,355.0,,conda-forge/conda,conda,1987.0,15686.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000,2104.0,54454.0,375894.0,https://anaconda.org/conda-forge/conda,2021-04-21 16:07:33.360,18322112.0,2.0,,,,,,,,,,
+29,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,32,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2021-05-24 21:48:38.685,2021-05-24 18:22:31.000,894.0,1075.0,3882.0,2021-05-24 18:15:38.000,20.4.7,162.0,171.0,,conda-forge/virtualenv,virtualenv,60.0,,34422.0,,https://pypi.org/project/virtualenv,2021-05-24 18:15:38.000,34422.0,18644381.0,18662114.0,https://anaconda.org/conda-forge/virtualenv,2021-05-24 21:48:38.685,886668.0,2.0,,,,,,,,,,
+30,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 23:59:23.000,2021-05-17 09:01:01.000,2020-12-31 16:25:35.000,280.0,357.0,3283.0,2020-12-31 02:43:43.000,1.5.0,50.0,54.0,,conda-forge/invoke,invoke,303.0,3499.0,12390.0,7788.0,https://pypi.org/project/invoke,2020-12-31 02:43:43.000,4602.0,1429143.0,1434161.0,https://anaconda.org/conda-forge/invoke,2021-01-06 14:58:41.830,306127.0,1.0,,,,,,,,,,
+31,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,32,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2021-05-21 22:59:19.000,2021-04-12 17:48:57.000,323.0,364.0,3246.0,2020-12-13 02:48:28.000,1.7.0,31.0,132.0,,conda-forge/bandit,bandit,166.0,1169.0,9073.0,6719.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000,2354.0,1460453.0,1463292.0,https://anaconda.org/conda-forge/bandit,2021-03-10 05:39:36.125,68135.0,1.0,46.0,,,,,,,,,
+32,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,32,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2021-05-07 15:53:29.000,2021-01-20 07:44:52.000,196.0,165.0,2889.0,2021-01-20 07:45:20.000,1.1.0,56.0,94.0,,conda-forge/freezegun,freezegun,67.0,521.0,16391.0,8039.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000,8352.0,3644501.0,3648007.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014,217392.0,1.0,,,,,,,,,,
+33,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,32,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2021-04-09 10:35:26.000,2016-03-04 01:16:26.000,358.0,461.0,1339.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,,conda-forge/nose,nose,447.0,1004.0,195512.0,109038.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,86474.0,4237205.0,4266311.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,1746419.0,1.0,,,,,,,,,,
+34,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,32,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2021-05-26 01:51:06.000,2021-04-10 19:15:48.000,238.0,312.0,1122.0,2021-03-15 16:36:43.000,3.4.0,42.0,101.0,,conda-forge/twine,twine,42.0,952.0,57789.0,40285.0,https://pypi.org/project/twine,2021-03-15 16:36:43.000,17504.0,1844029.0,1848745.0,https://anaconda.org/conda-forge/twine,2021-03-17 03:54:06.297,268866.0,1.0,,,,,,,,,,
+35,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,32,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2021-05-22 03:34:08.000,2021-05-22 03:34:08.000,145.0,341.0,1026.0,2021-03-24 16:32:54.000,2.3.1,30.0,77.0,,conda-forge/pyflakes,pyflakes,80.0,512.0,115113.0,88615.0,https://pypi.org/project/pyflakes,2021-03-24 16:32:54.000,26498.0,12693343.0,12735497.0,https://anaconda.org/conda-forge/pyflakes,2021-03-24 22:10:26.104,2487105.0,1.0,,,,,,,,,,
+36,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 20:01:12.000,2021-05-26 16:27:37.000,2021-05-14 11:37:02.000,143.0,192.0,1023.0,2021-05-14 11:32:50.000,2.12.0,41.0,64.0,['pytest'],conda-forge/pytest-cov,pytest-cov,101.0,806.0,130152.0,86758.0,https://pypi.org/project/pytest-cov,2021-05-14 11:32:50.000,43394.0,11166093.0,11211641.0,https://anaconda.org/conda-forge/pytest-cov,2021-05-14 21:28:13.405,2824025.0,1.0,,,,,,,,,,
+37,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 22:51:10.000,2021-05-24 06:42:57.000,2021-05-17 09:32:46.000,208.0,372.0,933.0,2021-05-06 17:24:17.000,1.1.0,128.0,94.0,,conda-forge/sentry-sdk,sentry-sdk,171.0,1236.0,12265.0,11279.0,https://pypi.org/project/sentry-sdk,2021-05-06 17:24:12.000,986.0,8724663.0,8727538.0,https://anaconda.org/conda-forge/sentry-sdk,2021-05-11 18:36:53.766,82083.0,2.0,4457.0,,,,,,,,,
+38,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2021-05-25 05:54:20.000,2021-05-15 11:16:23.000,68.0,89.0,405.0,2021-03-30 20:43:51.000,0.8.2,25.0,40.0,,conda-forge/parso,parso,8.0,1082.0,138984.0,127620.0,https://pypi.org/project/parso,2021-03-30 20:43:51.000,11364.0,13264441.0,13362578.0,https://anaconda.org/conda-forge/parso,2021-03-31 00:05:02.064,4023630.0,1.0,,,,,,,,,,
+39,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 23:19:28.580,2021-05-23 18:58:51.000,2021-05-23 18:58:13.000,90.0,289.0,241.0,2020-12-13 18:09:07.000,0.36.2,64.0,61.0,,conda-forge/wheel,wheel,23.0,732.0,62544.0,,https://pypi.org/project/wheel,2020-12-13 18:09:07.000,62544.0,73182327.0,73486222.0,https://anaconda.org/conda-forge/wheel,2020-12-13 19:48:16.429,17625929.0,1.0,,,,,,,,,,
+40,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 17:22:32.000,2021-04-19 15:15:46.138,2021-03-19 22:08:53.000,403.0,356.0,8963.0,2020-09-20 07:56:32.000,0.5.3,17.0,29.0,,conda-forge/loguru,loguru,49.0,558.0,7545.0,7203.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000,342.0,1535356.0,1541781.0,https://anaconda.org/conda-forge/loguru,2021-04-19 15:15:46.138,173489.0,2.0,,,,,,,,,,
+41,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,31,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2021-05-27 13:32:23.502,2021-05-24 18:19:27.000,447.0,1105.0,5986.0,2021-05-21 21:08:51.000,2.13.0,160.0,121.0,,conda-forge/pre-commit,pre-commit,24.0,2015.0,2136.0,,https://pypi.org/project/pre-commit,2021-05-21 21:05:09.000,2136.0,3220423.0,3246560.0,https://anaconda.org/conda-forge/pre-commit,2021-05-27 13:32:23.502,546144.0,1.0,5805.0,,,,,,,,,
+42,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,31,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2021-05-27 13:49:01.000,2021-05-18 10:51:21.000,426.0,607.0,4983.0,2021-04-14 09:19:42.000,6.1.0,92.0,147.0,,conda-forge/pip-tools,pip-tools,122.0,1539.0,3252.0,,https://pypi.org/project/pip-tools,2021-03-16 00:32:58.000,3252.0,1979762.0,1980590.0,https://anaconda.org/conda-forge/pip-tools,2021-04-14 11:47:58.017,10764.0,2.0,,,,,,,,,,
+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 17:51:47.000,2021-05-26 11:14:06.000,2021-05-26 11:13:58.000,132.0,109.0,1416.0,2021-05-26 11:13:47.000,0.13.8,40.0,48.0,,conda-forge/ipdb,ipdb,51.0,348.0,43077.0,26179.0,https://pypi.org/project/ipdb,2021-05-26 11:13:47.000,16898.0,1599564.0,1602444.0,https://anaconda.org/conda-forge/ipdb,2021-04-19 03:20:52.710,167085.0,1.0,,,,,,,,,,
+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 10:13:12.000,2021-05-07 18:18:51.000,2019-10-16 17:48:40.000,157.0,125.0,1397.0,2019-01-16 20:35:25.000,1.4.3,41.0,76.0,,conda-forge/logbook,logbook,56.0,1194.0,4640.0,2576.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000,2064.0,480096.0,481673.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145,40937.0,2.0,244.0,,,,,,,,,
+45,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 20:47:06.376,2021-05-16 09:57:59.000,2021-03-04 09:33:31.000,62.0,56.0,830.0,2021-02-22 07:34:12.000,0.8.9,25.0,67.0,,conda-forge/tabulate,tabulate,27.0,502.0,52177.0,44075.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000,8102.0,16678817.0,16696222.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132,1044330.0,2.0,,,,,,,,,,
+46,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,31,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2021-05-27 13:50:09.000,2021-05-17 19:34:49.000,146.0,228.0,705.0,2021-02-09 21:06:38.000,2.2.1,55.0,73.0,['pytest'],conda-forge/pytest-xdist,pytest-xdist,191.0,863.0,25587.0,18245.0,https://pypi.org/project/pytest-xdist,2021-02-09 21:06:38.000,7342.0,4306852.0,4330640.0,https://anaconda.org/conda-forge/pytest-xdist,2021-02-10 14:13:48.139,1379718.0,2.0,,,,,,,,,,
+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 00:03:15.000,2021-04-28 00:08:02.000,2020-01-10 23:50:18.000,154.0,51.0,608.0,2018-10-03 01:39:17.000,0.7.12,24.0,28.0,['sphinx'],conda-forge/alabaster,alabaster,75.0,350.0,60573.0,45675.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000,14898.0,3964753.0,4005281.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017,2350661.0,2.0,,,,,,,,,,
+48,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,31,True,coveralls-clients/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2021-05-25 17:28:11.000,2021-05-25 17:28:10.000,174.0,132.0,457.0,2021-05-24 21:57:41.000,3.1.0,39.0,57.0,['pytest'],,coveralls,5.0,408.0,34629.0,17621.0,https://pypi.org/project/coveralls,2021-05-24 21:57:41.000,17008.0,541866.0,541866.0,,,,2.0,,,TheKevJames/coveralls-python,,,,,,,
+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 22:49:43.000,2021-05-19 19:05:47.000,2021-05-06 20:44:23.000,152.0,144.0,300.0,2021-01-29 20:27:31.000,20.9,35.0,69.0,,conda-forge/packaging,packaging,52.0,,240034.0,210834.0,https://pypi.org/project/packaging,2021-01-29 20:24:35.000,29200.0,53740870.0,53867779.0,https://anaconda.org/conda-forge/packaging,2021-02-04 17:30:01.516,7487434.0,1.0,83.0,,,,,,,,,
+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 08:49:15.000,2021-05-27 08:50:09.000,2021-05-27 08:49:58.000,1186.0,1163.0,18436.0,2021-05-11 07:14:30.000,3.1.7,54.0,143.0,,conda-forge/glances,glances,200.0,3951.0,354.0,304.0,https://pypi.org/project/glances,2021-05-02 14:38:44.000,50.0,127155.0,129310.0,https://anaconda.org/conda-forge/glances,2021-02-07 19:32:17.197,133271.0,1.0,426.0,,,,,,,,,
+51,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,30,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000,2021-05-24 23:17:20.000,2021-05-19 15:13:17.000,5540.0,94.0,17189.0,2020-07-01 21:59:00.000,1.1.0,13.0,65.0,['sphinx'],conda-forge/numpydoc,numpydoc,51.0,,33070.0,25722.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000,7348.0,243080.0,257866.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384,768922.0,2.0,,,,,,,,,,
+52,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,30,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2021-05-04 19:59:56.000,2021-05-04 19:59:56.000,791.0,370.0,11743.0,2020-04-23 19:07:36.000,0.30.0,67.0,126.0,,conda-forge/yapf,yapf,313.0,,23384.0,19978.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000,3406.0,1665020.0,1675962.0,https://anaconda.org/conda-forge/yapf,2021-04-19 00:01:27.357,645629.0,3.0,,,,,,,,,,
+53,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,30,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2021-05-16 17:48:19.000,2021-05-16 17:21:31.000,248.0,142.0,6930.0,2021-05-16 17:48:19.000,0.3.7,30.0,25.0,,,py-spy,62.0,389.0,877.0,827.0,https://pypi.org/project/py-spy,2021-05-16 17:48:19.000,50.0,514512.0,514745.0,,,,1.0,5144.0,1.0,,py-spy,,,,,,
+54,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,30,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2021-04-30 15:18:47.000,2021-04-18 05:05:11.000,694.0,167.0,5105.0,2020-10-06 22:15:19.000,0.9.52,49.0,50.0,,conda-forge/pyautogui,pyautogui,300.0,390.0,8538.0,7930.0,https://pypi.org/project/pyautogui,2020-10-06 22:15:19.000,608.0,455781.0,458676.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308,121630.0,2.0,,,,,,,,,,
+55,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 08:26:59.000,2021-05-27 13:16:46.000,2021-05-25 12:47:30.000,315.0,340.0,2505.0,2018-05-05 15:05:40.000,2.11.1,36.0,114.0,,conda-forge/factory_boy,factory_boy,138.0,877.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000,4256.0,1662473.0,1663671.0,https://anaconda.org/conda-forge/factory_boy,2021-04-04 01:17:30.466,67093.0,2.0,,,,,,,,,,
+56,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,30,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2021-05-18 22:35:13.379,2021-05-17 20:39:45.000,146.0,194.0,774.0,2021-05-17 20:37:45.000,6.1.1,17.0,72.0,,conda-forge/pydocstyle,pydocstyle,73.0,710.0,20380.0,16460.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000,3920.0,2145388.0,2151553.0,https://anaconda.org/conda-forge/pydocstyle,2021-05-18 22:35:13.379,357607.0,2.0,51.0,,,,,,,,,
+57,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,30,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2021-05-11 22:04:17.000,2021-01-23 03:26:17.000,170.0,180.0,421.0,2020-12-13 15:24:58.000,3.1.1,44.0,43.0,['pytest'],conda-forge/pytest-html,pytest-html,81.0,376.0,11102.0,10118.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000,984.0,1753379.0,1756099.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698,130590.0,2.0,,,,,,,,,,
+58,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,30,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2021-04-12 00:18:06.000,2021-04-12 00:18:06.000,46.0,75.0,183.0,2020-12-30 23:17:52.000,1.4.2,29.0,21.0,,,typed_ast,6.0,173.0,10362.0,,https://pypi.org/project/typed_ast,2021-04-11 23:57:40.000,10362.0,16982943.0,16982943.0,,,,1.0,,,,,,,,,,
+59,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 13:55:43.000,2021-05-20 07:26:20.000,2021-05-19 08:23:53.000,892.0,93.0,14435.0,2021-05-19 08:24:40.000,0.5.0,54.0,26.0,,conda-forge/pysnooper,pysnooper,18.0,299.0,448.0,402.0,https://pypi.org/project/pysnooper,2021-05-19 08:24:40.000,46.0,95445.0,96928.0,https://anaconda.org/conda-forge/pysnooper,2021-05-19 12:14:49.747,35614.0,1.0,,,,,,,,,,
+60,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,29,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2021-05-27 13:48:57.000,2021-05-27 13:48:53.000,318.0,193.0,5389.0,2021-05-14 19:50:13.000,0.9.3,62.0,160.0,,,pyre-check,65.0,9201.0,46.0,,https://pypi.org/project/pyre-check,2021-05-14 01:29:18.000,46.0,19754.0,19754.0,,,,2.0,,,,,,,,,,
+61,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,29,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151,2021-05-24 16:18:09.000,2021-05-24 16:18:09.000,250.0,10.0,3521.0,2021-04-30 19:15:30.000,3.2.5,8.0,24.0,,conda-forge/line_profiler,line_profiler,31.0,160.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000,692.0,463079.0,466066.0,https://anaconda.org/conda-forge/line_profiler,2021-05-01 02:19:56.551,179230.0,2.0,,,,,,,,,,
+62,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 16:38:14.000,2021-05-13 18:45:04.000,2021-05-05 05:08:31.000,225.0,88.0,3414.0,2019-11-14 11:06:56.000,0.4.10,38.0,50.0,,conda-forge/pipreqs,pipreqs,82.0,300.0,5800.0,5272.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000,528.0,103130.0,103504.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131,20993.0,3.0,,,,,,,,,,
+63,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 21:04:25.000,2021-05-27 07:29:31.000,2021-05-27 07:29:29.000,273.0,866.0,1482.0,2021-02-27 12:22:01.000,0.15.2,51.0,141.0,,,wemake-python-styleguide,83.0,1706.0,350.0,336.0,https://pypi.org/project/wemake-python-styleguide,2021-02-27 12:21:14.000,14.0,72588.0,72588.0,,,,2.0,,,,,,,,,,
+64,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 15:30:20.000,2021-05-20 05:33:00.000,2021-05-20 05:32:18.000,122.0,116.0,1136.0,2020-10-07 16:08:59.000,0.18.0,19.0,63.0,,conda-forge/rope,rope,75.0,1881.0,31486.0,28554.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000,2932.0,404970.0,415641.0,https://anaconda.org/conda-forge/rope,2021-04-19 19:56:13.091,522884.0,1.0,,,,,,,,,,
+65,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,29,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2021-05-18 12:01:18.000,2021-05-18 12:01:17.000,95.0,89.0,1066.0,2021-05-18 11:53:27.000,3.6.1,52.0,54.0,['pytest'],conda-forge/pytest-mock,pytest-mock,10.0,,22516.0,16336.0,https://pypi.org/project/pytest-mock,2021-05-06 19:21:18.000,6180.0,4096064.0,4111929.0,https://anaconda.org/conda-forge/pytest-mock,2021-05-07 01:15:17.653,920205.0,2.0,,,,,,,,,,
+66,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 00:18:05.000,2021-05-21 06:41:07.000,2021-04-21 23:06:33.000,79.0,94.0,727.0,2021-04-21 23:04:29.000,0.15.1,20.0,26.0,['pytest'],conda-forge/pytest-asyncio,pytest-asyncio,65.0,169.0,14333.0,12305.0,https://pypi.org/project/pytest-asyncio,2021-04-21 23:04:29.000,2028.0,1641822.0,1650647.0,https://anaconda.org/conda-forge/pytest-asyncio,2021-05-21 05:59:51.013,423617.0,2.0,,,,,,,,,,
+67,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 20:54:43.000,2021-04-03 17:18:13.000,2021-04-01 21:18:24.000,41.0,53.0,544.0,2021-04-01 21:21:59.000,21.4.3,34.0,37.0,['flake8'],conda-forge/flake8-bugbear,flake8-bugbear,36.0,163.0,4689.0,3649.0,https://pypi.org/project/flake8-bugbear,2021-04-01 21:21:59.000,1040.0,808824.0,822737.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-04-02 22:23:40.112,292180.0,2.0,,,,,,,,,,
+68,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 18:52:25.000,2021-05-18 23:51:54.000,2021-05-18 23:33:51.000,138.0,338.0,533.0,2021-05-06 19:46:25.000,4.30.0,59.0,94.0,,conda-forge/breathe,breathe,98.0,1467.0,6553.0,4545.0,https://pypi.org/project/breathe,2021-05-06 19:45:36.000,2008.0,91407.0,94975.0,https://anaconda.org/conda-forge/breathe,2021-05-08 22:53:25.599,192671.0,2.0,65.0,,,,,,,,,
+69,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,29,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2021-05-19 15:40:44.000,2021-04-17 17:19:27.000,71.0,31.0,459.0,2021-03-02 19:34:23.000,2.1.0,14.0,27.0,,conda-forge/prettytable,prettytable,18.0,309.0,16760.0,16760.0,https://pypi.org/project/prettytable,2021-03-02 19:34:23.000,0.0,3352847.0,3357422.0,https://anaconda.org/conda-forge/prettytable,2021-03-02 22:49:12.885,269941.0,2.0,,,,,,,,,,
+70,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,29,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2021-04-02 23:49:37.000,2021-04-02 23:49:37.000,40.0,34.0,401.0,2017-01-26 22:13:14.000,0.6.1,11.0,21.0,,conda-forge/mccabe,mccabe,7.0,142.0,226469.0,195459.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000,31010.0,17875408.0,17920487.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536,2659682.0,1.0,,,,,,,,,,
+71,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 21:09:28.000,2021-05-03 07:19:25.000,2021-05-03 02:35:11.000,66.0,,218.0,2021-04-21 10:37:50.000,4.1.0,37.0,179.0,['flake8'],,hacking,,1049.0,8690.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000,8690.0,196216.0,196216.0,,,,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 21:41:22.000,2021-05-21 10:00:55.000,2021-04-30 07:22:02.000,274.0,280.0,3301.0,2020-12-21 11:12:37.000,4.1.3,30.0,106.0,,,mimesis,7.0,1958.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000,84.0,109426.0,109428.0,,,,2.0,157.0,,,,,,,,,
+73,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 20:52:08.000,2021-05-25 21:44:30.000,2021-05-25 19:10:25.000,192.0,318.0,3282.0,2021-05-25 21:37:24.000,2021.5.25,102.0,61.0,,conda-forge/pytype,pytype,101.0,4310.0,88.0,,https://pypi.org/project/pytype,2021-05-25 21:37:24.000,88.0,98799.0,102646.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617,46170.0,2.0,,,,,,,,,,
+74,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,28,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000,2021-05-19 09:43:09.000,2021-05-19 09:43:09.000,137.0,150.0,1499.0,2021-02-18 16:17:00.000,21.1.0,23.0,72.0,,conda-forge/structlog,structlog,33.0,,4443.0,3237.0,https://pypi.org/project/structlog,2021-02-18 16:06:29.000,1206.0,2095630.0,2097498.0,https://anaconda.org/conda-forge/structlog,2021-02-22 14:39:08.894,108392.0,2.0,,,,,,,,,,
+75,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 22:55:54.000,2021-05-27 13:38:35.000,2021-05-27 13:38:35.000,390.0,112.0,1225.0,,,8.0,75.0,,conda-forge/pyelftools,pyelftools,54.0,571.0,3024.0,2140.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000,884.0,669037.0,670081.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901,64769.0,2.0,,,,,,,,,,
+76,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,28,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2021-05-23 07:40:10.000,2021-05-23 07:39:42.000,94.0,134.0,1219.0,2021-05-09 14:36:02.000,4.5.1,50.0,46.0,,conda-forge/radon,radon,20.0,514.0,2862.0,1764.0,https://pypi.org/project/radon,2021-05-23 07:40:10.000,1098.0,389164.0,389846.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841,29340.0,2.0,,,,,,,,,,
+77,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 22:12:34.579,2021-05-24 23:11:49.000,2021-05-17 00:52:19.000,210.0,2640.0,1149.0,2021-01-19 22:02:05.000,4.1.0,14.0,133.0,,conda-forge/scons,scons,664.0,7140.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000,50.0,163384.0,167175.0,https://anaconda.org/conda-forge/scons,2021-01-20 08:05:53.549,188928.0,2.0,352.0,,,,,,,,,
+78,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,28,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2021-05-14 19:37:10.000,2021-04-28 19:57:23.000,85.0,68.0,1024.0,2021-01-15 19:34:46.000,1.10.3,38.0,35.0,,conda-forge/safety,safety,44.0,372.0,2444.0,1900.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000,544.0,580684.0,584729.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958,17919.0,2.0,46196.0,,,,,,,,,
+79,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,28,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2021-04-18 19:41:32.000,2020-10-12 16:12:03.000,142.0,45.0,974.0,2020-10-12 16:26:53.000,2.0.1,19.0,43.0,,conda-forge/python-json-logger,python-json-logger,18.0,179.0,16022.0,15104.0,https://pypi.org/project/python-json-logger,2020-10-12 16:26:53.000,918.0,3075120.0,3088607.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855,660892.0,2.0,,,,,,,,,,
+80,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 06:19:21.000,2021-03-15 00:40:40.000,2021-03-15 00:40:40.000,91.0,179.0,692.0,2020-09-09 13:36:59.000,3.53.1,94.0,38.0,,conda-forge/progressbar2,progressbar2,9.0,867.0,11452.0,9256.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000,2196.0,1040408.0,1045496.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844,278012.0,2.0,1571.0,,,,,,,,,
+81,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 17:57:21.000,2021-05-27 09:29:03.000,2021-05-27 09:28:52.000,72.0,62.0,689.0,2021-04-13 13:51:48.000,5.0.1,58.0,29.0,,conda-forge/colorlog,colorlog,2.0,,13558.0,9892.0,https://pypi.org/project/colorlog,2021-05-27 09:18:43.000,3666.0,4690189.0,4696085.0,https://anaconda.org/conda-forge/colorlog,2021-04-14 16:26:06.310,359678.0,2.0,,,,,,,,,,
+82,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 15:33:15.000,2021-03-10 16:59:07.000,2021-03-10 16:59:06.000,131.0,196.0,679.0,2021-01-27 21:57:28.000,0.10.0,26.0,71.0,,conda-forge/nose2,nose2,55.0,990.0,5686.0,3748.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000,1938.0,343924.0,344775.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,30654.0,2.0,,,,,,,,,,
+83,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,28,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2021-03-15 17:27:04.000,2021-03-15 17:27:04.000,81.0,72.0,581.0,2019-12-10 01:50:33.000,0.8.1,14.0,31.0,,conda-forge/astor,astor,35.0,261.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,3756.0,3669777.0,3693267.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1151057.0,2.0,,,,,,,,,,
+84,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 21:47:18.000,2021-05-11 11:55:36.000,2021-03-29 11:37:20.000,170.0,203.0,511.0,2021-03-08 07:25:44.000,2.13.4,103.0,89.0,,,zc.buildout,138.0,1616.0,1974.0,,https://pypi.org/project/zc.buildout,2021-03-09 08:12:12.000,1974.0,98453.0,98453.0,,,,2.0,,,,,,,,,,
+85,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 06:35:15.000,2021-04-26 10:10:55.000,2021-04-26 10:09:38.000,99.0,149.0,464.0,2021-04-09 06:40:49.000,2.4.3,49.0,58.0,['pylint'],conda-forge/pylint-django,pylint-django,24.0,547.0,15726.0,13480.0,https://pypi.org/project/pylint-django,2021-04-09 06:39:56.000,2246.0,624359.0,625743.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984,78426.0,2.0,180.0,,,,,,,,,
+86,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,28,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2021-03-12 20:36:06.000,2021-03-12 20:34:54.000,96.0,30.0,384.0,2021-03-12 20:36:06.000,1.4.2,26.0,34.0,,conda-forge/ddt,ddt,17.0,211.0,6027.0,3543.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000,2484.0,280240.0,281415.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932,58793.0,2.0,,,,,,,,,,
+87,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 15:34:54.000,2021-05-13 16:10:26.000,2019-12-22 18:11:19.000,39.0,21.0,160.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,,conda-forge/astunparse,astunparse,18.0,86.0,20054.0,19872.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,182.0,4382270.0,4387871.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,263293.0,2.0,,,,,,,,,,
+88,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 15:40:33.000,2021-05-27 10:51:04.000,2021-05-25 09:35:56.000,286.0,723.0,4205.0,2021-04-15 16:56:28.000,0.6.14,150.0,94.0,,conda-forge/nuitka,nuitka,197.0,7743.0,54.0,,https://pypi.org/project/nuitka,2021-05-24 14:17:03.000,54.0,22013.0,26558.0,https://anaconda.org/conda-forge/nuitka,2021-05-24 21:35:45.068,277273.0,2.0,,,,,,,,,,
+89,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 11:35:34.000,2021-05-16 15:51:22.000,2021-05-16 15:13:58.000,1356.0,2371.0,3191.0,2017-05-30 10:07:57.000,0.11.1,730.0,482.0,,,coala-bears,846.0,4486.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,208.0,1995.0,1996.0,,,,2.0,135.0,,,,,,,,,
+90,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 11:56:14.000,2021-04-19 19:16:50.000,2021-04-19 19:16:50.000,309.0,99.0,2918.0,2018-08-16 03:16:49.000,0.54.0,52.0,87.0,,,memory_profiler,88.0,636.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,315419.0,315419.0,,,,2.0,,,,,,,,,,
+91,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,27,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2021-05-03 13:06:12.737,2021-05-03 09:03:51.000,105.0,60.0,2771.0,2021-05-03 09:06:06.000,3.4.2,29.0,27.0,,conda-forge/pyinstrument,pyinstrument,19.0,470.0,399.0,263.0,https://pypi.org/project/pyinstrument,2021-05-03 09:06:06.000,136.0,153723.0,154979.0,https://anaconda.org/conda-forge/pyinstrument,2021-05-03 13:06:12.737,70372.0,2.0,,,,,,,,,,
+92,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 23:44:30.000,2021-05-26 22:57:23.000,2021-05-26 22:57:22.000,176.0,132.0,2106.0,2017-09-02 18:52:28.000,2017.1.4,69.0,76.0,,conda-forge/pudb,pudb,139.0,,3772.0,2346.0,https://pypi.org/project/pudb,2021-05-08 20:11:53.000,1426.0,674883.0,676608.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154,100061.0,2.0,,,,,,,,,,
+93,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,27,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2021-05-20 11:30:32.000,2021-04-29 20:36:37.000,77.0,132.0,1671.0,2021-01-16 17:51:40.000,2.3,42.0,28.0,,conda-forge/vulture,vulture,13.0,679.0,1286.0,926.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000,360.0,135516.0,136277.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062,43409.0,2.0,,,,,,,,,,
+94,Diamond,https://github.com/python-diamond/Diamond,,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,profiling,27,False,python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2021-04-29 21:15:40.000,2018-03-15 16:54:31.000,592.0,129.0,1614.0,2016-11-25 22:13:29.000,4.0.515,36.0,342.0,,,diamond,226.0,3219.0,91.0,60.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,31.0,34859.0,34859.0,,,,2.0,,,,,,,,,,
+95,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 21:22:27.000,2021-05-01 00:36:07.000,2021-04-02 14:17:07.000,70.0,160.0,1422.0,2021-03-01 15:37:10.000,3.1.0,39.0,42.0,,conda-forge/flit,flit,83.0,895.0,226.0,,https://pypi.org/project/flit,2021-03-01 15:37:10.000,226.0,98296.0,99900.0,https://anaconda.org/conda-forge/flit,2021-03-22 11:34:50.479,81817.0,3.0,,,,,,,,,,
+96,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 22:21:23.000,2021-05-17 18:10:20.000,2021-05-14 03:29:39.000,124.0,191.0,1021.0,2020-09-04 06:38:01.000,0.33.1,43.0,56.0,,conda-forge/doit,doit,65.0,1366.0,1168.0,702.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000,466.0,209479.0,210806.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103,54434.0,3.0,,,,,,,,,,
+97,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 10:55:33.000,2021-04-29 19:23:45.000,2021-04-17 19:47:14.000,78.0,77.0,762.0,2021-04-17 19:47:26.000,3.4.1,41.0,32.0,['pytest'],conda-forge/pytest-benchmark,pytest-benchmark,71.0,984.0,2528.0,1798.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000,730.0,320006.0,329136.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860,566109.0,3.0,,,,,,,,,,
+98,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 21:09:27.000,2020-10-24 19:01:48.000,2020-10-24 18:04:51.000,51.0,68.0,709.0,2020-07-06 18:40:33.000,0.9.4,25.0,36.0,['pytest'],conda-forge/pytest-sugar,pytest-sugar,35.0,344.0,11906.0,7326.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000,4580.0,493423.0,495605.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029,98224.0,3.0,,,,,,,,,,
+99,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,27,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2021-05-01 15:45:56.000,2021-05-01 15:45:56.000,49.0,64.0,299.0,2020-06-16 23:48:52.000,0.11.1,21.0,27.0,,conda-forge/pep8-naming,pep8-naming,13.0,224.0,9452.0,6424.0,https://pypi.org/project/pep8-naming,2020-06-16 23:48:52.000,3028.0,978103.0,981078.0,https://anaconda.org/conda-forge/pep8-naming,2020-07-01 03:49:33.929,187457.0,2.0,,,,,,,,,,
+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 06:57:52.000,2021-05-26 23:29:58.000,2021-05-26 23:29:58.000,2040.0,1226.0,23519.0,2021-05-23 17:03:23.000,2.0.0,42.0,323.0,,,pyenv,125.0,2582.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,6792.0,6792.0,,,,2.0,,,,,,,,,,
+101,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,26,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2021-05-27 10:29:59.000,2021-05-27 10:29:40.000,4300.0,4271.0,20196.0,2021-03-03 22:08:16.000,1.5.3,67.0,106.0,,,sqlmap,47.0,9774.0,8.0,,https://pypi.org/project/sqlmap,2021-05-01 09:40:03.000,8.0,8015.0,8015.0,,,,2.0,,,,,,,,,,
+102,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,26,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2021-05-26 12:36:29.000,2021-05-26 12:36:29.000,389.0,325.0,4557.0,2021-05-20 21:04:39.000,1.11.2,52.0,20.0,,,playwright,15.0,363.0,216.0,216.0,https://pypi.org/project/playwright,2021-05-20 21:04:39.000,0.0,58223.0,58223.0,,,,3.0,,,,,,,,,,
+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 17:06:12.000,2021-05-10 20:48:20.000,2021-05-08 18:59:22.000,194.0,553.0,1884.0,2021-04-29 23:00:08.000,2.1.42,131.0,99.0,,,pex,133.0,,230.0,,https://pypi.org/project/pex,2021-04-29 23:00:51.000,230.0,129271.0,134927.0,,,,2.0,305429.0,,,,,,,,,
+104,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 07:26:30.000,2021-05-24 17:20:46.000,2020-10-21 22:30:57.000,123.0,211.0,1426.0,2020-10-21 22:32:26.000,1.3.1,91.0,67.0,,conda-forge/prospector,prospector,51.0,1051.0,3382.0,2244.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000,1138.0,362784.0,363204.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628,23980.0,2.0,,,,,,,,,,
+105,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 11:38:06.000,2021-05-10 09:29:30.000,2020-10-18 16:56:10.000,234.0,389.0,1299.0,2020-10-06 16:13:40.000,0.12.10,617.0,35.0,,,pybuilder,87.0,1284.0,110.0,,https://pypi.org/project/pybuilder,2021-05-07 22:11:38.000,110.0,19617.0,19617.0,,,,3.0,,,,,,,,,,
+106,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 07:27:43.000,2021-05-27 11:43:32.000,2021-04-29 11:51:53.000,131.0,128.0,820.0,2020-12-07 12:41:15.000,4.0.2,89.0,40.0,['pytest'],conda-forge/pytest-bdd,pytest-bdd,102.0,658.0,268.0,,https://pypi.org/project/pytest-bdd,2020-12-07 12:41:15.000,268.0,184095.0,185229.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,27218.0,3.0,,,,,,,,,,
+107,pympler,https://github.com/pympler/pympler,,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",profiling,26,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2021-05-25 14:39:54.000,2020-10-15 19:16:49.000,67.0,46.0,770.0,2016-03-31 11:48:42.000,0.4.3,15.0,26.0,,conda-forge/pympler,pympler,32.0,443.0,478.0,,https://pypi.org/project/pympler,2020-10-14 20:27:50.000,478.0,439144.0,442462.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935,165948.0,3.0,,,,,,,,,,
+108,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,26,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2021-05-12 20:31:02.000,2021-04-30 20:58:34.000,41.0,108.0,740.0,2019-10-04 12:04:09.000,0.10.2,25.0,39.0,,conda-forge/pdbpp,pdbpp,56.0,685.0,3081.0,2053.0,https://pypi.org/project/pdbpp,2019-10-04 12:04:09.000,1028.0,345373.0,346638.0,https://anaconda.org/conda-forge/pdbpp,2019-05-07 20:32:36.208,56962.0,2.0,,,,,,,,,,
+109,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 20:08:18.000,2021-04-28 04:27:10.000,2021-04-28 04:25:32.000,74.0,160.0,698.0,2021-04-28 04:27:10.000,3.2.6,140.0,37.0,,conda-forge/green,green,4.0,1041.0,938.0,580.0,https://pypi.org/project/green,2021-04-28 04:27:10.000,358.0,17107.0,18873.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157,77730.0,3.0,,,,,,,,,,
+110,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,26,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2021-03-23 08:19:22.000,2021-03-23 08:19:22.000,44.0,32.0,641.0,2020-11-27 15:28:40.000,1.3.2,17.0,22.0,,conda-forge/yappi,yappi,12.0,639.0,1051.0,411.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000,640.0,147905.0,149550.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992,77359.0,3.0,,,,,,,,,,
+111,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,26,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2021-05-24 17:35:10.000,2021-05-24 17:35:10.000,135.0,260.0,461.0,2020-12-13 22:17:40.000,5.0.1,47.0,84.0,,conda-forge/setuptools_scm,setuptools_scm,70.0,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000,694.0,12904581.0,12915081.0,https://anaconda.org/conda-forge/setuptools_scm,2021-03-17 16:05:30.451,651043.0,3.0,,,,,,,,,,
+112,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,26,True,xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2020-12-10 13:10:51.000,2020-12-10 13:09:55.000,36.0,49.0,415.0,2018-04-29 22:06:15.000,9.3.1,62.0,16.0,,,coloredlogs,23.0,271.0,9862.0,7766.0,https://pypi.org/project/coloredlogs,2020-12-10 13:10:51.000,2096.0,1632535.0,1632535.0,,,,3.0,,,,,,,,,,
+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 03:40:17.000,2021-05-26 15:10:21.374,2020-12-27 17:36:40.000,44.0,33.0,387.0,2019-08-04 15:14:24.000,1.3.1,36.0,17.0,,conda-forge/autoflake,autoflake,33.0,439.0,2786.0,2206.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000,580.0,947320.0,951843.0,https://anaconda.org/conda-forge/autoflake,2021-05-26 15:10:21.374,113076.0,2.0,,,,,,,,,,
+114,sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,26,True,agronholm/sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2021-05-20 18:56:40.000,2021-04-15 00:19:06.000,65.0,70.0,341.0,2020-10-12 20:37:53.000,1.11.1,28.0,29.0,['sphinx'],conda-forge/sphinx-autodoc-typehints,sphinx-autodoc-typehints,44.0,174.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000,1380.0,335044.0,339202.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666,174652.0,2.0,,,,,,,,,,
+115,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,26,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2021-04-20 18:35:00.000,2021-04-04 23:02:21.000,24.0,91.0,310.0,2021-02-22 05:24:56.000,1.7.0,47.0,21.0,,conda-forge/darglint,darglint,37.0,495.0,437.0,417.0,https://pypi.org/project/darglint,2021-02-22 05:24:56.000,20.0,174494.0,175105.0,https://anaconda.org/conda-forge/darglint,2021-04-05 00:44:14.308,12234.0,2.0,,,,,,,,,,
+116,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 14:39:23.000,2021-03-21 15:51:09.000,2021-03-21 15:48:31.000,31.0,34.0,188.0,2021-03-21 15:51:09.000,0.8.1,17.0,15.0,['pytest'],conda-forge/pytest-mypy,pytest-mypy,9.0,216.0,1326.0,1060.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000,266.0,301660.0,302282.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,9341.0,3.0,,,,,,,,,,
+117,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,26,True,serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2021-01-20 06:24:52.000,2020-11-26 20:24:53.000,22.0,21.0,108.0,2020-08-07 21:45:21.000,0.4.0,16.0,10.0,,conda-forge/gast,gast,4.0,80.0,59796.0,56408.0,https://pypi.org/project/gast,2020-08-07 21:45:21.000,3388.0,8328218.0,8358723.0,https://anaconda.org/conda-forge/gast,2020-08-07 22:36:47.303,1098210.0,3.0,,,,,,,,,,
+118,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,25,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2021-05-24 23:57:37.000,2020-12-21 02:51:39.000,473.0,159.0,7969.0,2021-05-20 07:34:40.000,0.13.2.2,91.0,35.0,,,gdbgui,114.0,420.0,91.0,89.0,https://pypi.org/project/gdbgui,2021-05-20 07:33:03.000,2.0,82850.0,83215.0,,,,3.0,3652.0,,,,,,,,,
+119,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 03:38:46.000,2021-05-26 22:09:17.000,2021-05-26 22:03:25.000,331.0,1565.0,6759.0,2021-05-26 22:09:18.000,1.1.144,228.0,55.0,,,,10.0,,81.0,77.0,,,,,83712.0,,,,2.0,,-3.0,,,pyright,https://www.npmjs.com/package/pyright,2021-05-26 22:05:30.912,4.0,83712.0,
+120,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 13:05:10.000,2021-05-26 19:34:32.000,2021-05-26 19:34:31.000,89.0,311.0,1617.0,,,71.0,50.0,,conda-forge/mamba,,138.0,1282.0,318.0,318.0,,,,,32021.0,https://anaconda.org/conda-forge/mamba,2021-05-12 22:31:43.620,832557.0,3.0,,,,,,,,,,
+121,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 04:11:53.000,2021-05-25 13:46:49.000,2021-05-25 13:46:38.000,133.0,491.0,954.0,2021-05-20 01:00:52.000,6.7.1,221.0,14.0,,,pyarmor,9.0,3098.0,213.0,203.0,https://pypi.org/project/pyarmor,2021-05-20 00:58:12.000,10.0,88652.0,88652.0,,,,3.0,18.0,,,,,,,,,
+122,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,25,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000,2021-04-25 06:43:44.000,2019-04-10 18:20:19.000,77.0,53.0,779.0,2019-04-10 18:20:47.000,7.7.1,99.0,41.0,,,pylama,72.0,689.0,3393.0,2389.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000,1004.0,91119.0,91119.0,,,,2.0,,,,,,,,,,
+123,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,25,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2021-05-26 09:48:39.000,2021-04-01 17:47:35.000,57.0,113.0,642.0,2021-04-01 18:09:22.000,2.12.0,40.0,17.0,,conda-forge/typeguard,typeguard,35.0,235.0,158.0,,https://pypi.org/project/typeguard,2021-04-01 18:09:22.000,158.0,3029909.0,3031330.0,https://anaconda.org/conda-forge/typeguard,2021-04-01 19:27:48.947,39802.0,3.0,,,,,,,,,,
+124,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 20:43:31.000,2021-03-25 19:51:14.000,2021-03-25 19:51:14.000,129.0,300.0,588.0,2020-05-16 12:35:26.000,0.4.2,16.0,53.0,,conda-forge/asv,asv,111.0,1889.0,243.0,155.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000,88.0,14545.0,23098.0,https://anaconda.org/conda-forge/asv,2021-02-16 18:17:19.627,444769.0,3.0,,,,,,,,,,
+125,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 14:53:00.000,2021-01-13 12:56:13.000,2019-09-25 19:17:09.000,203.0,78.0,576.0,2019-03-29 17:57:28.000,0.7.1,56.0,37.0,['sphinx'],,sphinx-bootstrap-theme,57.0,393.0,2986.0,2010.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:57:28.000,976.0,41194.0,41194.0,,,,2.0,,,,,,,,,,
+126,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 02:55:56.000,2021-03-12 17:18:45.000,2021-03-08 10:35:21.000,81.0,48.0,546.0,2020-03-02 14:42:32.000,2.0.2,22.0,34.0,,conda-forge/pyhamcrest,pyhamcrest,10.0,,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000,3392.0,1013707.0,1019646.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195,356366.0,3.0,,,,,,,,,,
+127,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 09:43:52.000,2021-04-30 11:53:47.000,2021-04-30 11:53:35.000,76.0,92.0,441.0,2017-12-31 01:13:41.000,1.3.4,28.0,44.0,,conda-forge/paver,paver,37.0,533.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,1908.0,37622.0,38023.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,21672.0,3.0,,,,,,,,,,
+128,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 17:09:56.000,2021-05-12 13:27:08.000,2021-03-14 13:43:08.000,48.0,44.0,329.0,2021-03-14 13:46:47.000,2021.3.14,15.0,17.0,['sphinx'],conda-forge/sphinx-autobuild,sphinx-autobuild,12.0,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000,4682.0,160593.0,161723.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297,55374.0,2.0,,,,,,,,,,
+129,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,25,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2021-03-12 04:22:24.000,2020-08-04 12:21:12.000,61.0,85.0,238.0,2019-03-04 08:39:11.000,0.18.1,34.0,40.0,['flake8'],conda-forge/flake8-import-order,flake8-import-order,11.0,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000,1892.0,393014.0,396517.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199,189187.0,2.0,,,,,,,,,,
+130,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 15:27:20.000,2021-04-22 19:51:35.000,2021-04-22 19:51:21.000,30.0,70.0,229.0,,,40.0,19.0,,conda-forge/check-manifest,check-manifest,15.0,520.0,6968.0,5164.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000,1804.0,194756.0,195699.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618,27373.0,2.0,,,,,,,,,,
+131,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,25,True,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2020-06-06 07:55:44.000,2020-05-12 23:46:18.000,33.0,39.0,127.0,2020-05-12 23:46:28.000,3.2.0,37.0,28.0,['flake8'],conda-forge/flake8-quotes,flake8-quotes,3.0,99.0,4523.0,3119.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000,1404.0,639594.0,649628.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431,561911.0,2.0,,,,,,,,,,
+132,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,24,True,emeryberger/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2021-05-27 14:12:32.000,2021-05-27 01:56:39.000,141.0,83.0,3991.0,2021-05-14 13:56:43.000,1.3.4,105.0,19.0,,,scalene,21.0,1471.0,43.0,43.0,https://pypi.org/project/scalene,2021-05-15 18:35:59.000,0.0,4424.0,4424.0,,,,3.0,,,plasma-umass/scalene,,,,,,,
+133,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real time throughput, eta and very cool animations!.",logging,24,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2021-05-18 05:55:23.000,2021-01-08 01:36:09.000,94.0,46.0,2409.0,2021-01-08 01:37:28.000,1.6.2,19.0,1.0,,conda-forge/alive-progress,alive-progress,22.0,246.0,305.0,305.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000,0.0,12278.0,12767.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990,7349.0,3.0,,,,,,,,,,
+134,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 20:49:52.000,2021-05-11 09:19:47.000,2021-05-11 09:19:47.000,272.0,196.0,1900.0,2021-04-18 09:46:10.000,6.3.0,4.0,103.0,['pytest'],,pytest-testinfra,111.0,661.0,0.0,,https://pypi.org/project/pytest-testinfra,2021-03-18 20:54:27.000,0.0,97400.0,97400.0,,,,3.0,,,,,,,,,,
+135,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 10:20:18.000,2021-05-10 19:26:12.000,2020-12-30 22:21:45.000,72.0,53.0,1870.0,2019-10-05 13:00:41.000,1.2.1,26.0,14.0,,,notifiers,38.0,377.0,140.0,134.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000,6.0,284613.0,284613.0,,,,3.0,,,,,,,,,,
+136,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 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39.000,98.0,161.0,1713.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,,,dephell,100.0,2145.0,198.0,190.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000,8.0,19338.0,19343.0,,,,3.0,126.0,,,,,,,,,
+137,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,24,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2020-12-29 05:34:09.000,2020-11-16 01:36:32.000,589.0,115.0,1675.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,,,uiautomator,171.0,316.0,308.0,186.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,122.0,9976.0,9976.0,,,,3.0,,,,,,,,,,
+138,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 02:08:20.000,2021-01-29 17:57:16.000,2019-06-15 20:36:43.000,48.0,41.0,566.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,['pytest'],conda-forge/pytest-watch,pytest-watch,39.0,183.0,2936.0,2154.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,782.0,226754.0,227795.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906,41641.0,3.0,,,,,,,,,,
+139,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,24,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000,2021-05-27 14:55:19.000,2021-05-27 14:55:19.000,90.0,175.0,549.0,2021-01-01 01:16:23.000,2020.12.31,18.0,57.0,['pytest'],conda-forge/nox,nox,50.0,,603.0,547.0,https://pypi.org/project/nox,2021-01-01 01:16:23.000,56.0,311253.0,312152.0,https://anaconda.org/conda-forge/nox,2021-01-06 20:13:32.270,27877.0,3.0,,,,,,,,,,
+140,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,24,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2021-04-30 14:52:41.000,2021-04-30 14:52:24.000,28.0,82.0,477.0,2021-04-28 12:52:09.000,1.1.1,35.0,16.0,['pytest'],conda-forge/pytest-testmon,pytest-testmon,28.0,280.0,399.0,301.0,https://pypi.org/project/pytest-testmon,2021-04-28 12:47:25.000,98.0,87104.0,87868.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,29822.0,3.0,,,,,,,,,,
+141,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 18:53:42.000,2021-03-29 16:44:43.000,2020-11-16 12:31:58.000,63.0,52.0,465.0,2020-11-16 12:36:24.000,0.11.2,21.0,22.0,,,mamba,45.0,468.0,220.0,,https://pypi.org/project/mamba,2020-11-16 12:35:41.000,220.0,18499.0,18499.0,,,,3.0,,,,,,,,,,
+142,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,24,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2021-03-31 05:13:31.000,2021-02-25 22:40:31.000,54.0,59.0,353.0,,,29.0,27.0,,,mypy-protobuf,12.0,252.0,246.0,222.0,https://pypi.org/project/mypy-protobuf,2021-02-04 23:42:23.000,24.0,408966.0,408966.0,,,,3.0,,-1.0,,,,,,,,
+143,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,24,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2021-05-22 11:30:48.000,2021-05-22 11:30:47.000,22.0,34.0,316.0,2021-05-10 11:00:33.000,3.8.0,23.0,15.0,,,pytest-randomly,7.0,,214.0,,https://pypi.org/project/pytest-randomly,2021-05-10 11:00:33.000,214.0,590986.0,590986.0,,,,3.0,,,,,,,,,,
+144,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 13:16:35.000,2021-05-20 20:15:33.000,2021-04-24 12:57:17.000,34.0,68.0,230.0,2021-04-24 13:10:04.000,0.10.4.0,10.0,14.0,,,py2exe,5.0,965.0,1481.0,1135.0,https://pypi.org/project/py2exe,2021-04-24 13:15:25.000,346.0,30787.0,31143.0,,,,2.0,9280.0,,,,,,,,,
+145,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 21:40:48.000,2021-04-15 20:42:40.000,2020-12-27 18:10:35.000,31.0,22.0,213.0,2019-11-10 16:23:03.000,1.3.1,48.0,15.0,,,docformatter,27.0,441.0,711.0,601.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000,110.0,64254.0,64254.0,,,,3.0,,,,,,,,,,
+146,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,24,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2021-05-14 20:21:54.000,2021-04-06 08:23:10.000,8.0,196.0,128.0,2021-04-06 08:27:25.000,0.24,39.0,24.0,,,py2app,149.0,598.0,5317.0,3675.0,https://pypi.org/project/py2app,2021-04-06 08:25:30.000,1642.0,14719.0,14719.0,,,,2.0,,,,,,,,,,
+147,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 22:10:33.000,2021-05-19 04:10:46.000,2021-05-19 04:10:36.000,28.0,42.0,121.0,2021-02-26 19:45:01.000,0.9.23,23.0,17.0,,conda-forge/asteval,asteval,5.0,393.0,791.0,553.0,https://pypi.org/project/asteval,2021-02-26 19:45:01.000,238.0,122444.0,124726.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922,125545.0,3.0,,,,,,,,,,
+148,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,24,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2021-04-21 08:08:03.000,2020-08-11 08:04:26.000,35.0,37.0,108.0,2020-08-11 08:04:21.000,4.0.0,31.0,28.0,['flake8'],conda-forge/flake8-isort,flake8-isort,9.0,257.0,3743.0,2815.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000,928.0,430672.0,431277.0,https://anaconda.org/conda-forge/flake8-isort,2020-08-11 09:43:27.627,11500.0,3.0,,,,,,,,,,
+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 01:59:02.000,2021-05-27 01:54:16.000,2021-02-19 04:28:57.000,5.0,16.0,95.0,2021-01-29 16:18:48.000,0.15.4,56.0,5.0,,,xdoctest,16.0,585.0,1047.0,995.0,https://pypi.org/project/xdoctest,2021-01-29 16:18:48.000,52.0,79538.0,79538.0,,,,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 17:41:25.000,2021-05-24 22:37:37.000,2021-05-02 10:13:40.000,254.0,198.0,6560.0,2021-05-02 08:59:00.000,1.0.65,50.0,28.0,,,bpytop,38.0,382.0,,,https://pypi.org/project/bpytop,2021-05-02 08:59:00.000,,10868.0,10868.0,,,,3.0,,,,,,,,,,
+151,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,23,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2021-01-29 16:48:55.000,2021-01-29 16:48:11.000,195.0,41.0,3931.0,2021-01-29 16:48:55.000,0.3.3,16.0,14.0,,,better-exceptions,29.0,97.0,74.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,74.0,34665.0,34665.0,,,,3.0,,,,,,,,,,
+152,pipx,https://github.com/pypa/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,23,True,pipxproject/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2021-05-27 09:36:27.000,2021-05-27 09:36:27.000,158.0,319.0,3604.0,2021-04-29 08:09:23.000,0.16.2.1,44.0,56.0,,,pipx,67.0,457.0,4.0,,https://pypi.org/project/pipx,2021-04-29 08:21:41.000,4.0,54527.0,54527.0,,,,3.0,,,pypa/pipx,,,,,,,
+153,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 17:11:25.872,2021-04-22 04:53:12.032,2021-01-04 03:14:37.000,331.0,38.0,3556.0,2021-04-21 01:48:52.000,3.17.0,165.0,16.0,,conda-forge/rebound,rebound,20.0,166.0,33.0,19.0,https://pypi.org/project/rebound,2021-04-21 01:48:52.000,14.0,1500.0,4082.0,https://anaconda.org/conda-forge/rebound,2021-04-22 04:53:12.032,123791.0,3.0,165.0,,,,,,,,,
+154,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 00:19:00.000,2021-05-24 15:55:07.000,2021-05-24 15:55:07.000,126.0,105.0,3371.0,2021-05-21 22:24:36.000,21.5.0,21.0,36.0,,conda-forge/monkeytype,monkeytype,37.0,,153.0,119.0,https://pypi.org/project/monkeytype,2021-05-21 22:24:36.000,34.0,46633.0,47430.0,https://anaconda.org/conda-forge/monkeytype,2021-05-22 12:13:35.937,31903.0,2.0,,-1.0,,,,,,,,
+155,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,23,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2021-03-01 11:41:45.000,2021-02-21 23:09:11.000,85.0,34.0,1292.0,2020-09-17 01:55:39.000,0.9.0,8.0,26.0,,conda-forge/bowler,bowler,46.0,182.0,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,10.0,50262.0,50581.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,9577.0,2.0,,,,,,,,,,
+156,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,23,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2021-03-18 20:44:50.000,2021-01-01 18:48:26.000,31.0,13.0,1134.0,2020-10-31 13:10:42.000,0.2.5,14.0,6.0,,,stackprinter,9.0,159.0,58.0,54.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000,4.0,50222.0,50222.0,,,,3.0,,-1.0,,,,,,,,
+157,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,23,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2021-05-26 16:28:49.000,2021-05-25 02:35:17.000,65.0,167.0,975.0,2021-05-25 02:35:37.000,2.18.3,97.0,18.0,,conda-forge/pyupgrade,pyupgrade,16.0,675.0,10.0,,https://pypi.org/project/pyupgrade,2021-05-25 02:35:37.000,10.0,141309.0,148829.0,https://anaconda.org/conda-forge/pyupgrade,2021-05-25 04:47:54.624,210576.0,2.0,,,,,,,,,,
+158,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,23,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2021-05-22 12:05:34.000,2021-05-21 15:57:57.000,105.0,157.0,911.0,2021-05-21 16:03:12.000,7.0.1,62.0,29.0,,,pdoc,3.0,,603.0,315.0,https://pypi.org/project/pdoc,2021-05-21 16:03:12.000,288.0,51440.0,51440.0,,,,3.0,,,,,,,,,,
+159,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,23,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2021-03-29 17:53:40.000,2019-12-20 19:59:49.000,132.0,28.0,745.0,2018-07-25 01:42:48.000,0.6.0,11.0,36.0,,,pycco,27.0,222.0,444.0,220.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000,224.0,2999.0,2999.0,,,,3.0,,,,,,,,,,
+160,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 05:34:39.000,2020-12-13 18:51:56.000,2019-08-11 17:42:44.000,66.0,46.0,578.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,,,redbaron,59.0,1669.0,459.0,287.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,172.0,37121.0,37121.0,,,,2.0,,,,,,,,,,
+161,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 12:15:56.000,2021-05-22 11:30:44.000,2021-05-22 11:30:43.000,13.0,30.0,273.0,2021-05-10 12:24:46.000,3.5.0,27.0,10.0,['flake8'],conda-forge/flake8-comprehensions,flake8-comprehensions,7.0,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-05-10 12:24:46.000,714.0,544171.0,550425.0,https://anaconda.org/conda-forge/flake8-comprehensions,2021-05-10 17:44:18.389,337727.0,3.0,,,,,,,,,,
+162,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,23,True,predictive-analytics-lab/data-science-types,https://github.com/predictive-analytics-lab/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2021-02-16 17:29:01.000,2021-02-16 17:29:00.000,58.0,23.0,184.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,,,data-science-types,39.0,446.0,81.0,81.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,0.0,15532.0,15532.0,,,,3.0,,3.0,,,,,,,,
+163,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,22,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2021-05-17 12:17:42.000,2021-05-13 11:10:52.000,91.0,48.0,4778.0,2021-04-16 18:37:56.000,2.1.0,14.0,13.0,,,icecream,18.0,206.0,6.0,,https://pypi.org/project/icecream,2021-01-27 01:30:01.000,6.0,56730.0,56730.0,,,,3.0,,,,,,,,,,
+164,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 03:59:39.000,2021-02-20 07:50:28.000,2021-02-20 07:47:40.000,165.0,56.0,3742.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,,,vprof,23.0,619.0,91.0,73.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,18.0,2307.0,2307.0,,,,3.0,,,,,,,,,,
+165,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 15:34:48.000,2020-12-25 03:47:37.000,2020-03-08 21:43:06.000,224.0,75.0,2043.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,,,python-taint,20.0,1576.0,67.0,45.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,22.0,2225.0,2227.0,,,,3.0,60.0,,,,,,,,,
+166,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 00:01:06.000,2021-05-17 05:55:37.000,2020-08-26 00:32:16.000,185.0,125.0,1691.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,,,sixpack,88.0,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,294.0,294.0,,,,3.0,,,,,,,,,,
+167,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 04:25:52.000,2021-05-27 06:26:33.000,2021-05-27 06:26:18.000,156.0,592.0,714.0,2021-04-14 09:46:22.000,6.6,18.0,90.0,,conda-forge/cx_freeze,cx_freeze,59.0,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000,153.0,34659.0,37198.0,https://anaconda.org/conda-forge/cx_freeze,2021-04-17 10:45:33.022,71109.0,3.0,,,,,,,,,,
+168,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 19:11:21.000,2021-05-05 02:30:09.000,2021-03-28 16:12:50.000,101.0,128.0,704.0,2020-07-03 08:11:24.000,2.5.1,21.0,27.0,,,pynsist,25.0,541.0,88.0,,https://pypi.org/project/pynsist,2021-03-28 16:28:58.000,88.0,1746.0,1746.0,,,,3.0,,,,,,,,,,
+169,python-hunter,https://github.com/ionelmc/python-hunter,,Hunter is a flexible code tracing toolkit.,debugging,22,True,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2021-05-16 05:51:45.000,2021-05-16 05:47:30.000,31.0,46.0,618.0,2021-05-08 17:00:59.000,3.3.3,43.0,8.0,,,hunter,37.0,940.0,93.0,59.0,https://pypi.org/project/hunter,2021-05-04 15:03:38.000,34.0,6245.0,6245.0,,,,3.0,,,,,,,,,,
+170,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,22,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2021-05-11 18:59:06.000,2021-03-26 18:40:56.000,19.0,16.0,549.0,2021-03-26 18:41:23.000,0.3.0,10.0,20.0,,,snoop,13.0,390.0,51.0,43.0,https://pypi.org/project/snoop,2021-03-26 18:41:23.000,8.0,55496.0,55496.0,,,,3.0,,,,,,,,,,
+171,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,22,True,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2021-04-08 20:15:04.000,2021-04-08 17:55:02.000,15.0,15.0,310.0,2021-04-08 20:14:54.000,1.8.0,22.0,10.0,,,manhole,5.0,484.0,135.0,69.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000,66.0,11190.0,11190.0,,,,3.0,,,,,,,,,,
+172,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,22,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2021-05-17 07:15:48.000,2021-05-15 00:27:01.000,20.0,19.0,259.0,2020-11-03 22:11:18.000,1.3.2,13.0,9.0,,,interrogate,11.0,140.0,576.0,576.0,https://pypi.org/project/interrogate,2021-05-15 00:17:44.000,0.0,65189.0,65189.0,,,,3.0,,,,,,,,,,
+173,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 12:19:00.000,2021-01-31 10:24:10.000,2020-02-10 02:47:14.000,50.0,29.0,257.0,2019-02-25 23:55:38.000,0.8,19.0,31.0,,,baron,46.0,1489.0,266.0,154.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000,112.0,37512.0,37512.0,,,,3.0,,,,,,,,,,
+174,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,22,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2021-05-25 20:05:30.000,2021-05-17 02:14:37.000,7.0,24.0,189.0,2020-10-12 08:27:22.000,1.0.0,10.0,9.0,['flake8'],,flake8-eradicate,2.0,308.0,72.0,,https://pypi.org/project/flake8-eradicate,2020-10-12 08:26:40.000,72.0,207994.0,207994.0,,,,3.0,,,,,,,,,,
+175,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,22,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2021-05-26 07:12:42.000,2021-05-26 07:12:14.000,14.0,24.0,186.0,2021-05-26 07:12:42.000,0.7.3,19.0,7.0,,conda-forge/xenon,xenon,6.0,104.0,331.0,207.0,https://pypi.org/project/xenon,2021-05-26 07:12:42.000,124.0,58487.0,58750.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,11343.0,3.0,,2.0,,,,,,,,
+176,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 03:56:37.000,2020-01-30 01:07:19.000,2020-01-26 03:27:03.000,38.0,42.0,157.0,2020-01-11 00:29:49.000,1.6.3,32.0,10.0,['sphinx'],,releases,30.0,520.0,1053.0,347.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000,706.0,6176.0,6176.0,,,,3.0,,,,,,,,,,
+177,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,22,False,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2021-02-14 21:22:27.000,2019-06-17 12:14:38.000,19.0,25.0,123.0,2018-03-19 16:49:31.000,2.0.0,19.0,9.0,['flake8'],,flake8-commas,5.0,165.0,2062.0,1512.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000,550.0,272499.0,272499.0,,,,3.0,,,,,,,,,,
+178,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,22,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2021-03-21 11:36:52.000,2021-03-21 11:36:52.000,18.0,3.0,89.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,,conda-forge/dodgy,dodgy,8.0,70.0,1847.0,1323.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,524.0,148713.0,149124.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,23447.0,3.0,,,,,,,,,,
+179,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,22,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2021-04-21 08:08:02.000,2021-04-14 06:13:26.000,16.0,31.0,65.0,2020-05-14 10:45:01.000,1.5.3,23.0,14.0,['flake8'],conda-forge/flake8-builtins,flake8-builtins,2.0,211.0,2493.0,1981.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000,512.0,344008.0,346129.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836,114559.0,3.0,,,,,,,,,,
+180,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 17:45:08.632,2020-10-20 18:00:58.207,2018-06-28 13:35:12.000,12.0,,62.0,2018-08-16 03:16:49.000,0.54.0,52.0,61.0,,conda-forge/memory_profiler,memory_profiler,,500.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,315419.0,317409.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207,119411.0,3.0,,,,,,,,,,
+181,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,21,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2021-03-16 06:01:26.000,2021-03-16 06:01:22.000,45.0,21.0,1451.0,2020-12-02 20:41:20.000,20.12.2,3.0,21.0,,,xar,8.0,59.0,14.0,14.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,200.0,200.0,,,,3.0,,,,,,,,,,
+182,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 20:18:08.000,2021-04-10 20:11:31.000,2021-03-19 18:13:03.000,46.0,33.0,1205.0,2019-09-16 15:37:03.000,1.2.0,9.0,16.0,,,pyannotate,25.0,94.0,85.0,59.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,26.0,4471.0,4471.0,,,,3.0,,,,,,,,,,
+183,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 18:46:23.000,2021-04-30 16:36:46.000,2021-04-30 16:36:23.000,69.0,57.0,1196.0,2021-04-27 16:06:42.000,0.5.1,56.0,32.0,,,shiv,27.0,,10.0,,https://pypi.org/project/shiv,2021-04-30 16:25:28.000,10.0,7612.0,7618.0,,,,3.0,134.0,,,,,,,,,
+184,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 01:38:07.332,2020-07-19 15:23:26.710,2019-10-30 17:50:10.000,47.0,,248.0,,,13.0,10.0,,conda-forge/assertpy,assertpy,,279.0,124.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,124.0,138673.0,138936.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,11083.0,3.0,,,,,,,,,,
+185,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 19:09:01.000,2021-05-26 22:43:42.000,2021-05-26 22:43:41.000,37.0,24.0,240.0,2020-12-11 01:56:10.000,0.1.3,5.0,25.0,,,fixit,34.0,153.0,6.0,6.0,https://pypi.org/project/fixit,2020-12-11 01:53:21.000,0.0,1540.0,1540.0,,,,3.0,,,,,,,,,,
+186,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,21,False,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2020-02-01 18:49:47.818,2020-02-01 17:56:35.000,11.0,19.0,189.0,2020-02-01 18:04:00.000,0.6.3,12.0,7.0,['pytest'],conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,13.0,92.0,368.0,306.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,62.0,150229.0,155330.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,249993.0,3.0,,,,,,,,,,
+187,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,21,True,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2021-03-20 00:00:48.000,2020-07-23 01:35:13.000,29.0,43.0,185.0,2020-07-23 01:35:39.000,0.5.8,22.0,9.0,['mkdocs'],,mkdocs-pdf-export-plugin,36.0,68.0,129.0,125.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000,4.0,13108.0,13108.0,,,,3.0,,,,,,,,,,
+188,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,21,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2021-05-24 18:23:26.000,2021-05-24 18:23:25.000,13.0,33.0,180.0,2021-01-24 18:14:07.000,2.1.0,30.0,9.0,,,add-trailing-comma,2.0,240.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-24 18:14:07.000,14.0,8768.0,8768.0,,,,3.0,,,,,,,,,,
+189,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,21,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2021-04-20 17:08:31.000,2020-12-22 01:43:41.000,17.0,32.0,152.0,2020-12-22 02:04:30.000,2.5.0,16.0,2.0,['mkdocs'],,mkdocs-awesome-pages-plugin,6.0,53.0,445.0,355.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000,90.0,33235.0,33235.0,,,,3.0,,,,,,,,,,
+190,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,21,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2021-04-15 22:34:04.000,2021-04-15 22:33:29.000,7.0,14.0,87.0,2020-07-25 16:07:56.000,0.2.1,9.0,4.0,['flake8'],conda-forge/flake8-black,flake8-black,4.0,86.0,764.0,728.0,https://pypi.org/project/flake8-black,2020-07-25 16:07:56.000,36.0,201534.0,205908.0,https://anaconda.org/conda-forge/flake8-black,2020-07-25 16:32:38.063,100608.0,3.0,,,,,,,,,,
+191,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,21,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2021-03-10 19:35:23.000,2021-03-10 19:35:23.000,9.0,5.0,57.0,,,5.0,7.0,['pylint'],conda-forge/pylint-flask,pylint-flask,4.0,40.0,5686.0,4980.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,706.0,177152.0,178001.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,48432.0,3.0,,,,,,,,,,
+192,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 10:35:57.000,2020-08-24 01:31:58.000,2020-08-24 01:31:58.000,114.0,20.0,2995.0,2017-06-28 06:10:16.000,0.1.3,3.0,18.0,,,profiling,15.0,433.0,37.0,32.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000,5.0,3642.0,3642.0,,,,3.0,,,,,,,,,,
+193,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,20,False,lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2020-12-24 21:02:34.000,2017-03-13 17:42:17.000,188.0,14.0,2540.0,,,13.0,20.0,,,pyrasite,39.0,274.0,37.0,31.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,6.0,9141.0,9141.0,,,,3.0,,,,,,,,,,
+194,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 16:02:27.000,2021-05-23 15:14:59.000,2021-05-23 15:14:39.000,65.0,29.0,2084.0,2021-05-23 15:14:59.000,1.2.21,44.0,4.0,,,pretty_errors,,123.0,0.0,,https://pypi.org/project/pretty_errors,2021-05-23 15:14:59.000,0.0,20415.0,20415.0,,,,3.0,,,,,,,,,,
+195,mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,20,True,pawamoy/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2021-05-23 13:31:47.000,2021-05-16 15:58:24.000,42.0,130.0,375.0,2021-05-16 15:56:37.000,0.15.1,36.0,19.0,['mkdocs'],,mkdocstrings,44.0,426.0,0.0,,https://pypi.org/project/mkdocstrings,2021-05-16 15:56:37.000,0.0,48319.0,48319.0,,,,3.0,,,mkdocstrings/mkdocstrings,,,,,,,
+196,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 02:48:01.000,2021-05-24 18:23:21.000,2021-05-24 18:23:20.000,17.0,26.0,212.0,2021-03-02 02:05:09.000,1.10.0,19.0,12.0,,conda-forge/blacken-docs,blacken-docs,2.0,160.0,22.0,,https://pypi.org/project/blacken-docs,2021-03-02 02:05:09.000,22.0,4494.0,6123.0,https://anaconda.org/conda-forge/blacken-docs,2021-03-02 04:02:19.005,16298.0,3.0,,,,,,,,,,
+197,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,20,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2021-05-20 10:31:47.000,2020-09-22 09:13:51.000,37.0,13.0,205.0,2020-09-22 09:28:03.000,0.10.1,13.0,9.0,['pytest'],,pytest-docker,16.0,56.0,28.0,,https://pypi.org/project/pytest-docker,2020-09-22 09:28:03.000,28.0,22537.0,22541.0,,,,3.0,66.0,,,,,,,,,
+198,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 21:41:44.000,2020-11-22 23:34:25.000,2019-10-22 13:19:39.000,17.0,11.0,140.0,2019-10-22 13:04:22.000,1.3.1,9.0,7.0,['pytest'],conda-forge/pytest-datadir,pytest-datadir,3.0,71.0,416.0,338.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000,78.0,97906.0,99285.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374,75855.0,3.0,,,,,,,,,,
+199,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,20,True,ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00.000,15.0,3.0,103.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,['flake8'],,flake8-mypy,19.0,50.0,887.0,689.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,198.0,35803.0,35803.0,,,,3.0,,,,,,,,,,
+200,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,20,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2021-04-21 16:21:07.000,2019-08-07 13:44:00.000,12.0,3.0,55.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,,,unify,7.0,69.0,289.0,235.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,54.0,44920.0,44920.0,,,,3.0,,,,,,,,,,
+201,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 18:49:20.000,2021-05-03 18:43:10.000,2021-03-26 14:30:21.000,70.0,31.0,1397.0,2020-08-25 21:49:38.000,0.8.4,35.0,9.0,,,birdseye,17.0,397.0,0.0,,https://pypi.org/project/birdseye,2020-08-25 21:49:38.000,0.0,1418.0,1418.0,,,,3.0,,,,,,,,,,
+202,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,19,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2021-03-02 01:26:07.000,2021-03-02 01:26:07.000,43.0,48.0,743.0,2020-09-02 06:33:11.000,1.19.0,45.0,15.0,,,wily,28.0,688.0,8.0,,https://pypi.org/project/wily,2020-09-02 06:33:11.000,8.0,6860.0,6860.0,,,,3.0,,,,,,,,,,
+203,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 15:53:36.000,2020-12-08 17:21:33.000,2020-12-08 17:21:32.000,13.0,12.0,315.0,2020-10-30 20:40:39.000,0.11.0,13.0,7.0,,,dlint,20.0,201.0,18.0,,https://pypi.org/project/dlint,2020-10-30 20:40:39.000,18.0,27564.0,27564.0,,,,3.0,,,,,,,,,,
+204,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 06:52:50.000,2021-05-24 15:52:40.000,2021-05-24 15:52:40.000,125.0,193.0,309.0,2021-04-03 16:53:20.000,3.2.1,37.0,46.0,,constructor,,41.0,948.0,9.0,9.0,,,,,73.0,https://anaconda.org/anaconda/constructor,2021-04-01 17:48:58.348,3971.0,3.0,219.0,,,,,,,,,
+205,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 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40.000,33.0,,221.0,2021-01-11 18:40:32.000,0.9.0,28.0,15.0,['flake8'],,flakehell,4.0,368.0,0.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000,0.0,36092.0,36094.0,,,,3.0,50.0,,,,,,,,,
+206,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings on multiple projects.,linters,19,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2021-05-25 04:20:39.000,2021-05-18 00:52:44.000,9.0,53.0,153.0,2021-03-16 21:47:14.000,0.26.0,42.0,10.0,['flake8'],,nitpick,31.0,486.0,0.0,,https://pypi.org/project/nitpick,2021-03-16 21:47:11.000,0.0,10650.0,10650.0,,,,3.0,3.0,,,,,,,,,
+207,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,19,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2020-04-13 11:49:33.000,2019-10-04 19:05:46.000,18.0,13.0,151.0,2018-06-24 06:23:48.000,0.8.2,7.0,9.0,,,pynt,5.0,128.0,124.0,70.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,54.0,11771.0,11771.0,,,,3.0,,,,,,,,,,
+208,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,19,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000,2020-10-06 12:45:07.000,2020-10-01 09:23:01.000,19.0,13.0,114.0,2020-10-01 09:33:03.000,2.0.0,16.0,7.0,,,eradicate,6.0,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000,156.0,225745.0,225745.0,,,,3.0,,,,,,,,,,
+209,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,19,True,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2020-10-07 04:18:38.000,2020-10-07 04:18:32.000,28.0,16.0,101.0,2019-12-23 17:05:52.000,0.5.4,22.0,16.0,['sphinx'],,sphinx-markdown-builder,18.0,99.0,180.0,138.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000,42.0,14600.0,14600.0,,,,3.0,,,clayrisser/sphinx-markdown-builder,,,,,,,
+210,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 23:19:09.000,2020-12-29 20:50:06.000,2020-08-29 05:51:08.000,15.0,8.0,61.0,2019-10-08 03:58:31.000,2.1.2,11.0,5.0,['flake8'],,flake8-bandit,3.0,44.0,156.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000,156.0,206469.0,206469.0,,,,3.0,,,,,,,,,,
+211,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,19,True,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2021-05-26 10:20:42.000,2021-04-08 23:20:45.000,9.0,29.0,58.0,2021-01-11 02:43:17.000,0.8.3,24.0,5.0,['mkdocs'],,mkdocs-with-pdf,12.0,167.0,21.0,21.0,https://pypi.org/project/mkdocs-with-pdf,2021-01-11 02:26:16.000,,3251.0,3251.0,,,,3.0,,,,,,,,,,
+212,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 04:29:33.000,2020-10-16 02:02:54.000,2020-10-16 01:58:36.000,5.0,9.0,34.0,2020-10-16 02:02:42.000,0.3.1,8.0,6.0,['mkdocs'],,mkdocs-git-revision-date-plugin,2.0,24.0,219.0,201.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000,18.0,8112.0,8112.0,,,,3.0,,,,,,,,,,
+213,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 12:59:17.000,2021-05-25 21:49:59.000,2021-05-09 17:56:31.000,288.0,171.0,4296.0,2019-02-14 00:27:42.000,1.1.5,7.0,43.0,,,,125.0,466.0,,,,,,,,,,,3.0,,,,,,,,,,
+214,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,18,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2021-05-27 05:14:35.000,2021-05-24 20:57:37.000,27.0,45.0,761.0,2020-11-21 15:18:30.000,0.2.9,23.0,22.0,,,pyflow,41.0,287.0,,,https://pypi.org/project/pyflow,2020-11-21 15:18:30.000,,137.0,282.0,,,,3.0,3045.0,,,,,,,,,
+215,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 05:14:04.000,2021-05-21 06:18:28.000,2021-05-21 06:18:26.000,56.0,28.0,739.0,2021-04-02 03:59:23.000,1.6.0,27.0,15.0,,,portray,19.0,,8.0,,https://pypi.org/project/portray,2021-04-02 03:59:23.000,8.0,7002.0,7002.0,,,,3.0,,,,,,,,,,
+216,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,18,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-01-19 19:03:16.000,2019-05-10 19:18:48.000,23.0,38.0,369.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,,,vex,2.0,200.0,37.0,21.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,16.0,807.0,807.0,,,,3.0,,,,,,,,,,
+217,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,18,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000,2021-05-24 16:59:08.000,2021-05-08 15:59:40.000,15.0,62.0,105.0,2021-05-08 16:03:41.000,0.8.3,29.0,11.0,,,unimport,9.0,384.0,5.0,5.0,https://pypi.org/project/unimport,2021-03-10 16:31:53.000,,3945.0,3945.0,,,,3.0,,,,,,,,,,
+218,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 05:19:51.000,2021-03-03 04:44:57.000,2021-03-03 04:44:57.000,14.0,28.0,93.0,2020-02-01 05:12:09.000,0.2.2,6.0,10.0,['flake8'],conda-forge/pandas-vet,pandas-vet,21.0,179.0,37.0,37.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000,0.0,6579.0,6837.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445,6448.0,3.0,33.0,,,,,,,,,
+219,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,18,True,elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2020-12-23 02:17:37.000,2020-12-23 02:11:17.000,13.0,5.0,90.0,2020-12-23 02:19:02.000,0.69.1,15.0,6.0,,,massedit,3.0,178.0,10.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000,10.0,1283.0,1283.0,,,,3.0,15.0,,,,,,,,,
+220,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 21:45:30.000,2019-12-07 19:55:59.000,2019-05-24 17:17:56.000,5.0,3.0,82.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,,,pyformat,3.0,199.0,100.0,78.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,22.0,10377.0,10377.0,,,,3.0,,,,,,,,,,
+221,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,18,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-03-29 20:06:41.000,2021-02-11 10:22:58.000,8.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,['mkdocs'],,mkdocs-versioning,3.0,132.0,18.0,18.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,2332.0,2332.0,,,,3.0,,,,,,,,,,
+222,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,17,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2019-11-25 09:19:01.000,2019-11-25 09:19:00.000,111.0,15.0,2066.0,2019-03-09 13:53:12.000,1.0.0,20.0,18.0,,,fake2db,6.0,242.0,14.0,13.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000,1.0,98.0,98.0,,,,3.0,,,,,,,,,,
+223,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,17,False,csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2021-01-08 21:28:29.000,2018-12-06 03:53:03.000,27.0,8.0,493.0,2018-12-06 03:59:34.000,0.0.6,6.0,4.0,,,py-heat,3.0,51.0,33.0,28.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,5.0,1096.0,1096.0,,,,3.0,,,,,,,,,,
+224,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,17,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2020-06-24 12:43:11.000,2017-02-13 18:07:04.000,11.0,1.0,284.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,,,pycycle,13.0,26.0,49.0,42.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,7.0,2515.0,2515.0,,,,3.0,,,,,,,,,,
+225,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 06:06:22.000,2021-05-27 07:07:08.000,2021-05-27 06:43:09.000,6.0,21.0,258.0,2021-05-25 05:39:45.000,0.7.0,11.0,4.0,,conda-forge/beartype,beartype,3.0,,0.0,,https://pypi.org/project/beartype,2021-05-25 05:39:45.000,0.0,10601.0,10969.0,https://anaconda.org/conda-forge/beartype,2021-05-25 07:24:11.467,4054.0,3.0,,,,,,,,,,
+226,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,17,False,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2021-04-26 16:18:40.000,2017-12-09 20:00:47.000,37.0,23.0,214.0,2016-09-18 21:57:32.000,1.1.0,9.0,15.0,,,imhotep,23.0,356.0,11.0,7.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000,4.0,18.0,18.0,,,,3.0,,,,,,,,,,
+227,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,17,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2021-05-16 22:51:30.742,2021-05-15 17:24:28.000,16.0,5.0,100.0,2021-05-15 15:22:34.000,21.5.0,9.0,8.0,,conda-forge/retype,retype,9.0,,34.0,,https://pypi.org/project/retype,2021-05-15 15:22:34.000,34.0,1065.0,1393.0,https://anaconda.org/conda-forge/retype,2021-05-16 22:51:30.742,13159.0,3.0,,,,,,,,,,
+228,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,17,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2021-05-19 18:24:00.000,2021-05-19 18:20:17.000,3.0,45.0,17.0,2021-05-19 18:24:00.000,1.2.3,21.0,,['mkdocs'],,mkdocs-print-site-plugin,4.0,141.0,22.0,22.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-05-19 18:24:00.000,0.0,1666.0,1666.0,,,,3.0,,,,,,,,,,
+229,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,17,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2021-04-10 04:04:26.000,2021-04-10 04:03:47.000,4.0,11.0,11.0,2020-10-24 16:03:12.000,3.0.1,27.0,3.0,"['flake8', 'pylint']",,yala,1.0,165.0,54.0,36.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000,18.0,1034.0,1034.0,,,,3.0,,,,,,,,,,
+230,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,16,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2020-11-27 21:20:22.000,2020-11-27 21:18:44.000,7.0,6.0,211.0,2020-11-27 21:20:22.000,0.3.1,11.0,4.0,,,bellybutton,7.0,32.0,4.0,4.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000,0.0,7512.0,7512.0,,,,3.0,,,,,,,,,,
+231,pep8ify,https://github.com/spulec/pep8ify,,A library that modifies python source code to conform to pep8.,refactoring,16,False,spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38.000,13.0,12.0,113.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,,,pep8ify,6.0,154.0,53.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,19.0,108.0,108.0,,,,3.0,,,,,,,,,,
+232,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 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28.000,3.0,24.0,63.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,['pytest'],,pytest-play,4.0,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,4.0,422.0,422.0,,,,3.0,,,,,,,,,,
+233,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,15,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2021-05-16 17:34:09.000,2021-05-16 17:27:05.000,111.0,143.0,3037.0,2021-05-09 16:48:41.000,pyoxidizer/0.16.0,8.0,34.0,,,,199.0,,,,,,,,14.0,,,,3.0,238.0,,,,,,,,,
+234,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 03:48:07.000,2021-05-17 23:00:48.000,2021-05-09 21:55:39.000,294.0,56.0,2687.0,,,,31.0,,,,6.0,134.0,,,,,,,,,,,3.0,,,,,,,,,,
+235,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 19:03:43.000,2021-04-12 18:40:39.000,2021-04-12 18:40:39.000,158.0,156.0,1460.0,,,,56.0,,,,25.0,406.0,,,,,,,,,,,3.0,,,,,,,,,,
+236,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 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44.000,12.0,13.0,357.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,,,tbvaccine,7.0,80.0,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,774.0,774.0,,,,3.0,,,,,,,,,,
+237,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,15,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2021-03-24 23:41:55.000,2021-03-24 23:27:11.000,10.0,37.0,60.0,2021-02-21 18:35:39.000,8.4.2,20.0,9.0,,,pip-run,4.0,,,,https://pypi.org/project/pip-run,2021-02-21 18:35:23.000,,2770.0,2770.0,,,,3.0,,,,,,,,,,
+238,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,15,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2021-03-15 19:30:18.000,2021-03-15 19:30:16.000,5.0,,22.0,2021-03-15 19:30:05.000,0.4.6,16.0,4.0,,,lazydocs,1.0,,22.0,22.0,https://pypi.org/project/lazydocs,2021-03-15 19:24:25.000,0.0,135.0,135.0,,,,3.0,,,,,,,,,,
+239,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 07:52:32.000,2021-03-22 04:23:41.000,2020-04-11 14:20:38.000,58.0,51.0,375.0,,,,46.0,,,,38.0,747.0,,,,,,,,,,,3.0,,,,,,,,,,
+240,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,14,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2021-03-25 22:02:53.000,2019-06-27 03:42:48.000,11.0,10.0,127.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,,,pipenv-pipes,7.0,285.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,97.0,97.0,,,,3.0,,,,,,,,,,
+241,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 07:17:02.000,2021-03-07 09:20:28.000,2021-03-07 09:20:25.000,5.0,14.0,89.0,2019-06-17 19:19:47.000,0.1.1,2.0,3.0,,,com2ann,4.0,28.0,2.0,2.0,https://pypi.org/project/com2ann,2019-06-17 19:19:47.000,0.0,667.0,667.0,,,,3.0,,,,,,,,,,
+242,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 20:11:35.000,2020-09-16 16:25:54.000,2019-08-15 01:37:08.000,60.0,30.0,480.0,2019-05-14 20:14:05.000,2.0.0,5.0,14.0,,,,31.0,93.0,,,,,,,,,,,3.0,,,,,,,,,,
+243,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,13,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2020-11-30 22:20:25.000,2020-11-30 22:18:53.000,21.0,1.0,183.0,2018-12-12 19:47:05.000,0.7.0,10.0,17.0,"['flake8', 'mypy']",,linty-fresh,8.0,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,18.0,18.0,,,,3.0,,,,,,,,,,
+244,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 14:57:21.000,2021-04-19 19:45:59.000,2021-04-19 19:45:59.000,3.0,1.0,12.0,2021-03-22 18:29:06.000,0.6.13,38.0,4.0,,,universal-build,,,0.0,,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000,0.0,177.0,179.0,,,,3.0,15.0,,,,,,,,,
+245,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 21:09:32.000,2019-08-05 17:14:04.000,2019-08-05 17:14:01.000,2.0,11.0,135.0,2019-07-10 16:08:05.000,1.0.0,9.0,2.0,,,cohesion,1.0,78.0,3.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,3.0,1799.0,1799.0,,,,3.0,,,,,,,,,,
+246,pyship,https://github.com/jamesabel/pyship,,"freezer, installer and updater for Python applications.",packaging,10,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2020-12-07 01:00:59.000,2020-12-07 01:00:54.000,,,11.0,2020-12-07 00:53:45.000,0.1.0,14.0,,,,pyship,4.0,,,,https://pypi.org/project/pyship,2020-12-07 00:53:45.000,,47.0,47.0,,,,3.0,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index e0db167..16c9f90 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,19 +2,19 @@
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
-- rich (π₯33 Β· β 26K Β· π) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
-- logbook (π₯31 Β· β 1.4K Β· π) - A cool logging replacement for Python. BSD-3
-- packaging (π₯31 Β· β 300 Β· π) - Core utilities for Python packages. BSD-2
-- line_profiler (π₯29 Β· β 3.5K Β· π) - Line-by-line profiling for Python. BSD-3
-- lazydocs (π₯16 Β· β 22 Β· π£) - Generate markdown API documentation from Google-style Python.. MIT
+- pyinstaller (π₯34 Β· β 8.1K Β· π) - Freeze (package) Python programs into stand-alone.. βοΈGPL-2.0
+- buildbot (π₯32 Β· β 4.6K Β· π) - Python-based continuous integration testing framework; your.. βοΈGPL-2.0
+- py-spy (π₯30 Β· β 6.9K Β· π) - Sampling profiler for Python programs. MIT
+- data-science-types (π₯23 Β· β 180 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
+- xenon (π₯22 Β· β 190 Β· π) - Monitoring tool based on radon. MIT
## 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._
-- pipenv (π₯36 Β· β 22K Β· π) - Python Development Workflow for Humans. MIT
-- black (π₯33 Β· β 21K Β· π) - The uncompromising Python code formatter. MIT
-- hacking (π₯29 Β· β 220 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 βοΈAGPL-3.0
-- pyflow (π₯17 Β· β 750 Β· π) - An installation and dependency system for Python. MIT
+- pipenv (π₯35 Β· β 22K Β· π) - Python Development Workflow for Humans. MIT
+- pyright (π₯25 Β· β 6.8K Β· π) - Static type checker for Python. MIT
+- mypy-protobuf (π₯24 Β· β 350 Β· π) - open source tools to generate mypy stubs from protobufs. Apache-2
+- MonkeyType (π₯23 Β· β 3.4K Β· π) - A system for Python that generates static type annotations by.. BSD-3
+- stackprinter (π₯23 Β· β 1.1K Β· π) - Debugging-friendly exceptions for Python. MIT