diff --git a/README.md b/README.md
index 9a39c9b..7ae5720 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
-This curated list contains 270 awesome open-source projects with a total of 870K stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
+This curated list contains 270 awesome open-source projects with a total of 880K stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
---
@@ -79,72 +79,136 @@ This curated list contains 270 awesome open-source projects with a total of 870K
ruff (π₯43 Β· β 18K) - An extremely fast Python linter, written in Rust. MIT
-- [GitHub](https://github.com/astral-sh/ruff) (π¨βπ» 260 Β· π 560 Β· π₯ 65K Β· π¦ 18K Β· π 2.9K - 17% open Β· β±οΈ 28.09.2023):
+- [GitHub](https://github.com/astral-sh/ruff) (π¨βπ» 270 Β· π 570 Β· π₯ 68K Β· π¦ 18K Β· π 2.9K - 16% open Β· β±οΈ 05.10.2023):
```
git clone https://github.com/charliermarsh/ruff
```
-- [PyPi](https://pypi.org/project/ruff) (π₯ 5.7M / month Β· π¦ 1.2K Β· β±οΈ 22.09.2023):
+- [PyPi](https://pypi.org/project/ruff) (π₯ 5.9M / month Β· π¦ 1.3K Β· β±οΈ 02.10.2023):
```
pip install ruff
```
-- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 350K Β· β±οΈ 24.09.2023):
+- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 360K Β· β±οΈ 03.10.2023):
```
conda install -c conda-forge ruff
```
pylint (π₯43 Β· β 4.8K) - Its not just a linter that annoys you!. βοΈGPL-2.0
+pylint (π₯43 Β· β 4.9K) - Its not just a linter that annoys you!. βοΈGPL-2.0
-- [GitHub](https://github.com/pylint-dev/pylint) (π¨βπ» 540 Β· π 1K Β· π¦ 380K Β· π 5.1K - 15% open Β· β±οΈ 27.09.2023):
+- [GitHub](https://github.com/pylint-dev/pylint) (π¨βπ» 540 Β· π 1K Β· π¦ 390K Β· π 5.1K - 15% open Β· β±οΈ 04.10.2023):
```
git clone https://github.com/PyCQA/pylint
```
-- [PyPi](https://pypi.org/project/pylint) (π₯ 18M / month Β· π¦ 23K Β· β±οΈ 25.09.2023):
+- [PyPi](https://pypi.org/project/pylint) (π₯ 19M / month Β· π¦ 23K Β· β±οΈ 02.10.2023):
```
pip install pylint
```
-- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 4.5M Β· β±οΈ 25.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 4.6M Β· β±οΈ 03.10.2023):
```
conda install -c conda-forge pylint
```
wemake-python-styleguide (π₯36 Β· β 2.3K) - The strictest and most opinionated python linter ever!. MIT
+flake8 (π₯42 Β· β 3K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 180 Β· π 370 Β· π¦ 15K Β· π 1.1K - 9% open Β· β±οΈ 25.09.2023):
+- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 170 Β· π 290 Β· π¦ 490K Β· π 1.5K - 1% open Β· β±οΈ 03.10.2023):
+
+ ```
+ git clone https://github.com/PyCQA/flake8
+ ```
+- [PyPi](https://pypi.org/project/flake8) (π₯ 24M / month Β· π¦ 45K Β· β±οΈ 29.07.2023):
+ ```
+ pip install flake8
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 6.8M Β· β±οΈ 31.07.2023):
+ ```
+ conda install -c conda-forge flake8
+ ```
+pycodestyle (π₯38 Β· β 4.9K Β· π) - Simple Python style checker in one Python file. MIT
+
+- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 130 Β· π 740 Β· π¦ 16 Β· π 720 - 15% open Β· β±οΈ 03.10.2023):
+
+ ```
+ git clone https://github.com/PyCQA/pycodestyle
+ ```
+- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 33M / month Β· π¦ 12K Β· β±οΈ 29.07.2023):
+ ```
+ pip install pycodestyle
+ ```
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 7M Β· β±οΈ 30.07.2023):
+ ```
+ conda install -c conda-forge pycodestyle
+ ```
+wemake-python-styleguide (π₯36 Β· β 2.3K) - The strictest and most opinionated python linter ever!. MIT
+
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 180 Β· π 370 Β· π¦ 15K Β· π 1.1K - 10% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 160K / month):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 160K / month Β· π¦ 47 Β· β±οΈ 19.01.2020):
```
pip install wemake-python-styleguide
```
pyflakes (π₯34 Β· β 1.3K) - A simple program which checks Python source files for errors. MIT
+pyflakes (π₯36 Β· β 1.3K) - A simple program which checks Python source files for errors. MIT
-- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 84 Β· π 160 Β· π¦ 250K Β· π 490 - 7% open Β· β±οΈ 31.07.2023):
+- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 84 Β· π 170 Β· π¦ 250K Β· π 510 - 10% open Β· β±οΈ 31.07.2023):
```
git clone https://github.com/PyCQA/pyflakes
```
-- [PyPi](https://pypi.org/project/pyflakes) (π₯ 25M / month):
+- [PyPi](https://pypi.org/project/pyflakes) (π₯ 26M / month Β· π¦ 14K Β· β±οΈ 29.07.2023):
```
pip install pyflakes
```
-- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 6.7M Β· β±οΈ 29.07.2023):
+- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 6.8M Β· β±οΈ 29.07.2023):
```
conda install -c conda-forge pyflakes
```
flake8-bugbear (π₯32 Β· β 970) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
+parso (π₯33 Β· β 560) - A Python Parser. MIT
+
+- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 46 Β· π 94 Β· π¦ 350K Β· π 110 - 8% open Β· β±οΈ 18.06.2023):
+
+ ```
+ git clone https://github.com/davidhalter/parso
+ ```
+- [PyPi](https://pypi.org/project/parso) (π₯ 24M / month Β· π¦ 6K Β· β±οΈ 30.11.2021):
+ ```
+ pip install parso
+ ```
+- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 16M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge parso
+ ```
+pydocstyle (π₯32 Β· β 1.1K) - docstring style checker. MIT
+
+- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 91 Β· π 190 Β· π₯ 69 Β· π¦ 59K Β· π 350 - 34% open Β· β±οΈ 22.09.2023):
+
+ ```
+ git clone https://github.com/PyCQA/pydocstyle
+ ```
+- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 4M / month Β· π¦ 2.8K Β· β±οΈ 17.01.2023):
+ ```
+ pip install pydocstyle
+ ```
+- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 1.6M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge pydocstyle
+ ```
+flake8-bugbear (π₯32 Β· β 980) - A plugin for Flake8 finding likely bugs and design problems.. MIT
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 77 Β· π 96 Β· π¦ 34K Β· π 200 - 25% open Β· β±οΈ 16.09.2023):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 77 Β· π 97 Β· π¦ 34K Β· π 200 - 25% open Β· β±οΈ 16.09.2023):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 2.1M / month):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 2.2M / month Β· π¦ 440 Β· β±οΈ 16.09.2023):
```
pip install flake8-bugbear
```
@@ -153,46 +217,46 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge flake8-bugbear
```
pycodestyle (π₯31 Β· β 4.9K) - Simple Python style checker in one Python file. βUnlicensed
+flake8-isort (π₯30 Β· β 150) - flake8 plugin that integrates isort. βοΈGPL-2.0
-- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 130 Β· π 670 Β· π¦ 15 Β· π 700 - 12% open Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 37 Β· π 95 Β· π¦ 24K Β· π 58 - 15% open Β· β±οΈ 15.09.2023):
```
- git clone https://github.com/PyCQA/pycodestyle
+ git clone https://github.com/gforcada/flake8-isort
```
-- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 33M / month):
+- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1.1M / month Β· π¦ 740 Β· β±οΈ 15.09.2023):
```
- pip install pycodestyle
+ pip install flake8-isort
```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 7M Β· β±οΈ 30.07.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 50K Β· β±οΈ 16.09.2023):
```
- conda install -c conda-forge pycodestyle
+ conda install -c conda-forge flake8-isort
```
pydocstyle (π₯31 Β· β 1.1K) - docstring style checker. MIT
+beartype (π₯29 Β· β 2.1K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
-- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 91 Β· π 180 Β· π₯ 69 Β· π¦ 59K Β· π 340 - 33% open Β· β±οΈ 22.09.2023):
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 17 Β· π 39 Β· π 220 - 20% open Β· β±οΈ 05.10.2023):
```
- git clone https://github.com/PyCQA/pydocstyle
+ git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 3.8M / month):
+- [PyPi](https://pypi.org/project/beartype) (π₯ 1M / month Β· π¦ 160 Β· β±οΈ 23.09.2023):
```
- pip install pydocstyle
+ pip install beartype
```
-- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 1.6M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 66K Β· β±οΈ 23.09.2023):
```
- conda install -c conda-forge pydocstyle
+ conda install -c conda-forge beartype
```
pylint-django (π₯28 Β· β 560) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0 
-- [GitHub](https://github.com/pylint-dev/pylint-django) (π¨βπ» 68 Β· π 120 Β· π₯ 280 Β· π¦ 27K Β· π 220 - 24% open Β· β±οΈ 12.09.2023):
+- [GitHub](https://github.com/pylint-dev/pylint-django) (π¨βπ» 68 Β· π 120 Β· π₯ 280 Β· π¦ 27K Β· π 220 - 24% open Β· β±οΈ 05.10.2023):
```
git clone https://github.com/PyCQA/pylint-django
```
-- [PyPi](https://pypi.org/project/pylint-django) (π₯ 2.5M / month):
+- [PyPi](https://pypi.org/project/pylint-django) (π₯ 2.4M / month Β· π¦ 1.2K Β· β±οΈ 31.01.2023):
```
pip install pylint-django
```
@@ -201,30 +265,26 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pylint-django
```
flake8-isort (π₯28 Β· β 150) - flake8 plugin that integrates isort. βοΈGPL-2.0
+hacking (π₯28 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
-- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 37 Β· π 93 Β· π¦ 24K Β· π 57 - 14% open Β· β±οΈ 15.09.2023):
+- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 66 Β· β±οΈ 25.09.2023):
```
- git clone https://github.com/gforcada/flake8-isort
- ```
-- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1.1M / month):
- ```
- pip install flake8-isort
+ git clone https://github.com/openstack/hacking
```
-- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 50K Β· β±οΈ 16.09.2023):
+- [PyPi](https://pypi.org/project/hacking) (π₯ 76K / month Β· π¦ 4.4K Β· β±οΈ 27.04.2023):
```
- conda install -c conda-forge flake8-isort
+ pip install hacking
```
flake8-comprehensions (π₯27 Β· β 450 Β· π) - A flake8 plugin to help you write better.. MIT
+flake8-comprehensions (π₯27 Β· β 450) - A flake8 plugin to help you write better.. MIT
- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 15 Β· π 21 Β· π 55 - 7% open Β· β±οΈ 26.09.2023):
```
git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 1M / month Β· π¦ 680 Β· β±οΈ 10.07.2023):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 1M / month Β· π¦ 690 Β· β±οΈ 10.07.2023):
```
pip install flake8-comprehensions
```
@@ -240,7 +300,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 570K / month Β· π¦ 110 Β· β±οΈ 11.08.2022):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 560K / month Β· π¦ 110 Β· β±οΈ 11.08.2022):
```
pip install flake8-eradicate
```
@@ -249,23 +309,23 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge flake8-eradicate
```
beartype (π₯26 Β· β 2K) - Unbearably fast near-real-time hybrid runtime-static type-checking in pure.. MIT
+flake8-quotes (π₯27 Β· β 170 Β· π€) - Flake8 extension for checking quotes in python. MIT
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 17 Β· π 39 Β· π 220 - 20% open Β· β±οΈ 28.09.2023):
+- [GitHub](https://github.com/zheller/flake8-quotes) (π¨βπ» 32 Β· π 37 Β· π¦ 20K Β· π 50 - 12% open Β· β±οΈ 19.12.2022):
```
- git clone https://github.com/beartype/beartype
+ git clone https://github.com/zheller/flake8-quotes
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 1M / month):
+- [PyPi](https://pypi.org/project/flake8-quotes) (π₯ 690K / month Β· π¦ 920 Β· β±οΈ 19.12.2022):
```
- pip install beartype
+ pip install flake8-quotes
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 65K Β· β±οΈ 23.09.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (π₯ 680K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge beartype
+ conda install -c conda-forge flake8-quotes
```
mypy-protobuf (π₯26 Β· β 590 Β· π) - open source tools to generate mypy stubs from protobufs. Apache-2
+mypy-protobuf (π₯26 Β· β 590) - open source tools to generate mypy stubs from protobufs. Apache-2
- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (π¨βπ» 37 Β· π 78 Β· π 120 - 10% open Β· β±οΈ 03.08.2023):
@@ -276,63 +336,31 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install mypy-protobuf
```
-- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 110K Β· β±οΈ 20.08.2023):
+- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 120K Β· β±οΈ 20.08.2023):
```
conda install -c conda-forge mypy-protobuf
```
nitpick (π₯26 Β· β 360) - Enforce the same settings on multiple projects. MIT
+nitpick (π₯26 Β· β 360) - Enforce the same settings on multiple projects. MIT
-- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 16 Β· π 21 Β· π₯ 5 Β· π¦ 1.3K Β· π 120 - 35% open Β· β±οΈ 23.09.2023):
+- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 16 Β· π 21 Β· π₯ 5 Β· π¦ 1.3K Β· π 120 - 36% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 20K / month):
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 17K / month Β· π¦ 12 Β· β±οΈ 19.08.2023):
```
pip install nitpick
```
flake8-quotes (π₯26 Β· β 170 Β· π€) - Flake8 extension for checking quotes in python. MIT
-
-- [GitHub](https://github.com/zheller/flake8-quotes) (π¨βπ» 32 Β· π 33 Β· π¦ 20K Β· π 50 - 12% open Β· β±οΈ 19.12.2022):
-
- ```
- git clone https://github.com/zheller/flake8-quotes
- ```
-- [PyPi](https://pypi.org/project/flake8-quotes) (π₯ 700K / month):
- ```
- pip install flake8-quotes
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (π₯ 680K Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge flake8-quotes
- ```
-pandas-vet (π₯26 Β· β 160) - A plugin for Flake8 that checks pandas code. MIT
-
-- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 14 Β· π 17 Β· π₯ 71 Β· π¦ 400 Β· π 51 - 19% open Β· β±οΈ 11.08.2023):
-
- ```
- git clone https://github.com/deppen8/pandas-vet
- ```
-- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 75K / month):
- ```
- pip install pandas-vet
- ```
-- [Conda](https://anaconda.org/conda-forge/pandas-vet) (π₯ 16K Β· β±οΈ 11.08.2023):
- ```
- conda install -c conda-forge pandas-vet
- ```
-check-manifest (π₯25 Β· β 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
+check-manifest (π₯26 Β· β 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
-- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 22 Β· π 39 Β· π¦ 9.5K Β· π 96 - 20% open Β· β±οΈ 07.09.2023):
+- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 22 Β· π 39 Β· π¦ 9.6K Β· π 96 - 20% open Β· β±οΈ 04.10.2023):
```
git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/check-manifest) (π₯ 190K / month Β· π¦ 3.1K Β· β±οΈ 05.12.2022):
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 200K / month Β· π¦ 3.1K Β· β±οΈ 05.12.2022):
```
pip install check-manifest
```
@@ -341,30 +369,30 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge check-manifest
```
flake8-import-order (π₯24 Β· β 280) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
+pandas-vet (π₯26 Β· β 160) - A plugin for Flake8 that checks pandas code. MIT
-- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 46 Β· π 71 Β· π 100 - 11% open Β· β±οΈ 13.09.2023):
+- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 14 Β· π 18 Β· π₯ 71 Β· π¦ 400 Β· π 52 - 21% open Β· β±οΈ 11.08.2023):
```
- git clone https://github.com/PyCQA/flake8-import-order
+ git clone https://github.com/deppen8/pandas-vet
```
-- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 410K / month Β· π¦ 1.2K Β· β±οΈ 26.11.2022):
+- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 68K / month Β· π¦ 18 Β· β±οΈ 11.08.2023):
```
- pip install flake8-import-order
+ pip install pandas-vet
```
-- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 240K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pandas-vet) (π₯ 17K Β· β±οΈ 11.08.2023):
```
- conda install -c conda-forge flake8-import-order
+ conda install -c conda-forge pandas-vet
```
flake8-black (π₯24 Β· β 160) - flake8 plugin to run black for checking Python coding style. MIT
+flake8-black (π₯25 Β· β 160) - flake8 plugin to run black for checking Python coding style. MIT
-- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 10 Β· π 10 Β· π¦ 7.2K Β· π 29 - 20% open Β· β±οΈ 04.09.2023):
+- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 10 Β· π 11 Β· π¦ 7.2K Β· π 29 - 20% open Β· β±οΈ 02.10.2023):
```
git clone https://github.com/peterjc/flake8-black
```
-- [PyPi](https://pypi.org/project/flake8-black) (π₯ 1M / month):
+- [PyPi](https://pypi.org/project/flake8-black) (π₯ 1M / month Β· π¦ 260 Β· β±οΈ 20.12.2022):
```
pip install flake8-black
```
@@ -373,14 +401,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge flake8-black
```
flake8-builtins (π₯24 Β· β 100) - Check for python builtins being used as variables or.. βοΈGPL-2.0
+flake8-builtins (π₯25 Β· β 100) - Check for python builtins being used as variables or.. βοΈGPL-2.0
-- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 17 Β· π 21 Β· π¦ 9.6K Β· π 45 - 6% open Β· β±οΈ 16.09.2023):
+- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 17 Β· π 21 Β· π¦ 9.7K Β· π 45 - 4% open Β· β±οΈ 16.09.2023):
```
git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 640K / month):
+- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 630K / month Β· π¦ 510 Β· β±οΈ 22.12.2022):
```
pip install flake8-builtins
```
@@ -389,21 +417,25 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge flake8-builtins
```
hacking (π₯20 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
+flake8-import-order (π₯24 Β· β 280) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
-- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 47 Β· β±οΈ 25.09.2023):
+- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 46 Β· π 71 Β· π 100 - 11% open Β· β±οΈ 13.09.2023):
```
- git clone https://github.com/openstack/hacking
+ git clone https://github.com/PyCQA/flake8-import-order
```
-- [PyPi](https://pypi.org/project/hacking) (π₯ 73K / month):
+- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 420K / month Β· π¦ 1.3K Β· β±οΈ 26.11.2022):
```
- pip install hacking
+ pip install flake8-import-order
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 240K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge flake8-import-order
```
flake8-simplify (π₯19 Β· β 160) - A flake8 plugin that helps you to simplify code. MIT
-- [GitHub](https://github.com/MartinThoma/flake8-simplify) (π¨βπ» 14 Β· π 19 Β· π 120 - 38% open Β· β±οΈ 24.09.2023):
+- [GitHub](https://github.com/MartinThoma/flake8-simplify) (π¨βπ» 14 Β· π 18 Β· π 120 - 38% open Β· β±οΈ 24.09.2023):
```
git clone https://github.com/MartinThoma/flake8-simplify
@@ -417,7 +449,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge flake8-simplify
```
bellybutton (π₯18 Β· β 260) - Custom Python linting through AST expressions. MIT
+bellybutton (π₯17 Β· β 260) - Custom Python linting through AST expressions. MIT
- [GitHub](https://github.com/hchasestevens/bellybutton) (π¨βπ» 6 Β· π 15 Β· π¦ 41 Β· π 17 - 64% open Β· β±οΈ 27.07.2023):
@@ -436,7 +468,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/justinabrahms/imhotep
```
-- [PyPi](https://pypi.org/project/imhotep) (π₯ 30 / month Β· π¦ 6 Β· β±οΈ 20.02.2022):
+- [PyPi](https://pypi.org/project/imhotep) (π₯ 26 / month Β· π¦ 6 Β· β±οΈ 20.02.2022):
```
pip install imhotep
```
@@ -448,26 +480,24 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/lyft/linty_fresh
```
-- [PyPi](https://pypi.org/project/linty-fresh) (π₯ 11 / month Β· β±οΈ 12.12.2018):
+- [PyPi](https://pypi.org/project/linty-fresh) (π₯ 14 / month Β· β±οΈ 12.12.2018):
```
pip install linty-fresh
```
Show 15 hidden projects...
+Show 13 hidden projects...
-- flake8 (π₯38 Β· β 3K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. βUnlicensed
-- parso (π₯30 Β· β 560) - A Python Parser. βUnlicensed
- coala (π₯28 Β· β 3.5K Β· π) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
- darglint (π₯27 Β· β 480 Β· π) - A python documentation linter which checks that the docstring.. MIT
-- pylama (π₯26 Β· β 1K Β· π) - Code audit tool for python. MIT
-- pep8-naming (π₯26 Β· β 470) - Naming Convention checker for Python. βUnlicensed
+- pep8-naming (π₯27 Β· β 470) - Naming Convention checker for Python. βοΈSaxpath
+- pylama (π₯26 Β· β 1K Β· π) - Code audit tool for python. MIT
- data-science-types (π₯25 Β· β 200 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
- Fixit (π₯24 Β· β 540) - Advanced Python linting framework with auto-fixes and hierarchical.. βUnlicensed
-- flake8-commas (π₯20 Β· β 130 Β· π) - Flake8 extension for enforcing trailing commas in.. βUnlicensed MIT MIT βοΈGPL-2.0 MIT MIT MIT MIT
- yala (π₯15 Β· β 14 Β· π€) - Yet Another Linter Aggregator. MIT 
-mypy (π₯46 Β· β 17K) - Optional static typing for Python. MIT
+mypy (π₯45 Β· β 17K) - Optional static typing for Python. MIT
-- [GitHub](https://github.com/python/mypy) (π¨βπ» 670 Β· π 2.7K Β· π¦ 210K Β· π 9.7K - 25% open Β· β±οΈ 27.09.2023):
+- [GitHub](https://github.com/python/mypy) (π¨βπ» 670 Β· π 2.7K Β· π¦ 210K Β· π 9.7K - 25% open Β· β±οΈ 04.10.2023):
```
git clone https://github.com/python/mypy
@@ -488,55 +518,67 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install mypy
```
-- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 3.4M Β· β±οΈ 23.09.2023):
+- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 3.5M Β· β±οΈ 23.09.2023):
```
conda install -c conda-forge mypy
```
pyright (π₯38 Β· β 11K) - Static Type Checker for Python. MIT
-- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 97 Β· π 1.1K Β· π₯ 930 Β· π¦ 620 Β· π 4.5K - 0% open Β· β±οΈ 27.09.2023):
+- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 98 Β· π 1.1K Β· π₯ 940 Β· π¦ 630 Β· π 4.6K - 0% open Β· β±οΈ 05.10.2023):
```
git clone https://github.com/Microsoft/pyright
```
-- [npm](https://www.npmjs.com/package/pyright) (π₯ 680K / month Β· π¦ 12 Β· β±οΈ 27.09.2023):
+- [npm](https://www.npmjs.com/package/pyright) (π₯ 700K / month Β· π¦ 12 Β· β±οΈ 04.10.2023):
```
npm install pyright
```
pyre-check (π₯33 Β· β 6.5K) - Performant type-checking for python. MIT
+typeguard (π₯36 Β· β 1.3K) - Run-time type checker for Python. MIT
+
+- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 32 Β· π 97 Β· π¦ 18K Β· π 290 - 4% open Β· β±οΈ 25.09.2023):
+
+ ```
+ git clone https://github.com/agronholm/typeguard
+ ```
+- [PyPi](https://pypi.org/project/typeguard) (π₯ 13M / month Β· π¦ 1.6K Β· β±οΈ 11.09.2023):
+ ```
+ pip install typeguard
+ ```
+- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 410K Β· β±οΈ 11.09.2023):
+ ```
+ conda install -c conda-forge typeguard
+ ```
+pyre-check (π₯34 Β· β 6.5K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 250 Β· π 400 Β· π¦ 15 Β· π 370 - 31% open Β· β±οΈ 28.09.2023):
+- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 250 Β· π 410 Β· π¦ 16 Β· π 390 - 34% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pyre-check) (π₯ 66K / month):
+- [PyPi](https://pypi.org/project/pyre-check) (π₯ 67K / month Β· π¦ 53 Β· β±οΈ 14.02.2023):
```
pip install pyre-check
```
pytype (π₯33 Β· β 4.3K) - A static type analyzer for Python code. Apache-2
+pytype (π₯33 Β· β 4.4K) - A static type analyzer for Python code. Apache-2
- [GitHub](https://github.com/google/pytype) (π¨βπ» 99 Β· π 280 Β· π 650 - 21% open Β· β±οΈ 27.09.2023):
```
git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/pytype) (π₯ 400K / month Β· π¦ 150 Β· β±οΈ 27.09.2023):
+- [PyPi](https://pypi.org/project/pytype) (π₯ 340K / month Β· π¦ 150 Β· β±οΈ 27.09.2023):
```
pip install pytype
```
-- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 170K Β· β±οΈ 12.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 180K Β· β±οΈ 12.09.2023):
```
conda install -c conda-forge pytype
```
Show 1 hidden projects...
-
-- typeguard (π₯34 Β· β 1.3K) - Run-time type checker for Python. βUnlicensed
-
## Code Formatters
@@ -545,23 +587,23 @@ This curated list contains 270 awesome open-source projects with a total of 870K
black (π₯46 Β· β 34K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (π¨βπ» 400 Β· π 2.1K Β· π₯ 49K Β· π¦ 420K Β· π 2.4K - 15% open Β· β±οΈ 28.09.2023):
+- [GitHub](https://github.com/psf/black) (π¨βπ» 400 Β· π 2.1K Β· π₯ 49K Β· π¦ 420K Β· π 2.4K - 15% open Β· β±οΈ 04.10.2023):
```
git clone https://github.com/psf/black
```
-- [PyPi](https://pypi.org/project/black) (π₯ 28M / month Β· π¦ 12K Β· β±οΈ 11.09.2023):
+- [PyPi](https://pypi.org/project/black) (π₯ 29M / month Β· π¦ 12K Β· β±οΈ 11.09.2023):
```
pip install black
```
-- [Conda](https://anaconda.org/conda-forge/black) (π₯ 8.3M Β· β±οΈ 11.09.2023):
+- [Conda](https://anaconda.org/conda-forge/black) (π₯ 8.4M Β· β±οΈ 11.09.2023):
```
conda install -c conda-forge black
```
yapf (π₯41 Β· β 13K) - A formatter for Python files. Apache-2
-- [GitHub](https://github.com/google/yapf) (π¨βπ» 150 Β· π 930 Β· π¦ 83K Β· π 820 - 44% open Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/google/yapf) (π¨βπ» 150 Β· π 930 Β· π¦ 84K Β· π 820 - 44% open Β· β±οΈ 29.09.2023):
```
git clone https://github.com/google/yapf
@@ -577,7 +619,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
isort (π₯40 Β· β 6K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 290 Β· π 540 Β· π¦ 420K Β· π 1.2K - 14% open Β· β±οΈ 20.08.2023):
+- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 290 Β· π 540 Β· π¦ 420K Β· π 1.2K - 14% open Β· β±οΈ 29.09.2023):
```
git clone https://github.com/PyCQA/isort
@@ -618,19 +660,19 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install docformatter
```
-- [Conda](https://anaconda.org/conda-forge/docformatter) (π₯ 94K Β· β±οΈ 18.07.2023):
+- [Conda](https://anaconda.org/conda-forge/docformatter) (π₯ 96K Β· β±οΈ 18.07.2023):
```
conda install -c conda-forge docformatter
```
autoimport (π₯18 Β· β 79) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
-- [GitHub](https://github.com/lyz-code/autoimport) (π¨βπ» 14 Β· π 21 Β· π¦ 120 Β· π 42 - 23% open Β· β±οΈ 28.08.2023):
+- [GitHub](https://github.com/lyz-code/autoimport) (π¨βπ» 15 Β· π 21 Β· π¦ 120 Β· π 44 - 27% open Β· β±οΈ 04.10.2023):
```
git clone https://github.com/lyz-code/autoimport
```
-- [PyPi](https://pypi.org/project/autoimport) (π₯ 3.4K / month Β· π¦ 6 Β· β±οΈ 08.02.2023):
+- [PyPi](https://pypi.org/project/autoimport) (π₯ 3.2K / month Β· π¦ 6 Β· β±οΈ 08.02.2023):
```
pip install autoimport
```
@@ -647,28 +689,28 @@ This curated list contains 270 awesome open-source projects with a total of 870K
jedi (π₯43 Β· β 5.5K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
-- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 160 Β· π 500 Β· π¦ 350K Β· π 1.4K - 3% open Β· β±οΈ 23.09.2023):
+- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 160 Β· π 500 Β· π¦ 350K Β· π 1.4K - 3% open Β· β±οΈ 04.10.2023):
```
git clone https://github.com/davidhalter/jedi
```
-- [PyPi](https://pypi.org/project/jedi) (π₯ 31M / month Β· π¦ 8.5K Β· β±οΈ 28.07.2023):
+- [PyPi](https://pypi.org/project/jedi) (π₯ 32M / month Β· π¦ 8.5K Β· β±οΈ 02.10.2023):
```
pip install jedi
```
-- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 19M Β· β±οΈ 01.08.2023):
+- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 19M Β· β±οΈ 03.10.2023):
```
conda install -c conda-forge jedi
```
rope (π₯35 Β· β 1.7K) - a python refactoring library. βοΈLGPL-3.0
-- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 77 Β· π 190 Β· π¦ 68K Β· π 310 - 25% open Β· β±οΈ 28.09.2023):
+- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 77 Β· π 190 Β· π¦ 68K Β· π 310 - 25% open Β· β±οΈ 02.10.2023):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (π₯ 790K / month Β· π¦ 1.6K Β· β±οΈ 28.09.2023):
+- [PyPi](https://pypi.org/project/rope) (π₯ 800K / month Β· π¦ 1.6K Β· β±οΈ 28.09.2023):
```
pip install rope
```
@@ -677,41 +719,41 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge rope
```
vulture (π₯33 Β· β 2.7K) - Find dead Python code. MIT
+pyupgrade (π₯33 Β· β 2.8K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 36 Β· π 140 Β· π¦ 4K Β· π 190 - 10% open Β· β±οΈ 31.08.2023):
+- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 35 Β· π 170 Β· π 400 - 4% open Β· β±οΈ 03.10.2023):
```
- git clone https://github.com/jendrikseipp/vulture
+ git clone https://github.com/asottile/pyupgrade
```
-- [PyPi](https://pypi.org/project/vulture) (π₯ 650K / month Β· π¦ 260 Β· β±οΈ 21.08.2023):
+- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 490K / month Β· π¦ 160 Β· β±οΈ 02.10.2023):
```
- pip install vulture
+ pip install pyupgrade
```
-- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 75K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 590K Β· β±οΈ 03.10.2023):
```
- conda install -c conda-forge vulture
+ conda install -c conda-forge pyupgrade
```
pyupgrade (π₯28 Β· β 2.8K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+vulture (π₯33 Β· β 2.7K) - Find dead Python code. MIT
-- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 35 Β· π 150 Β· π 400 - 3% open Β· β±οΈ 23.09.2023):
+- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 37 Β· π 140 Β· π¦ 4.1K Β· π 190 - 10% open Β· β±οΈ 28.09.2023):
```
- git clone https://github.com/asottile/pyupgrade
+ git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 490K / month):
+- [PyPi](https://pypi.org/project/vulture) (π₯ 620K / month Β· π¦ 260 Β· β±οΈ 21.08.2023):
```
- pip install pyupgrade
+ pip install vulture
```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 590K Β· β±οΈ 24.09.2023):
+- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 75K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge pyupgrade
+ conda install -c conda-forge vulture
```
autoflake (π₯28 Β· β 800) - Removes unused imports and unused variables as reported by pyflakes. MIT
+autoflake (π₯28 Β· β 810) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 37 Β· π 77 Β· π 110 - 33% open Β· β±οΈ 25.09.2023):
+- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 37 Β· π 77 Β· π 110 - 34% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/myint/autoflake
@@ -732,11 +774,11 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/monkeytype) (π₯ 54K / month Β· π¦ 26 Β· β±οΈ 18.02.2022):
+- [PyPi](https://pypi.org/project/monkeytype) (π₯ 56K / month Β· π¦ 26 Β· β±οΈ 18.02.2022):
```
pip install monkeytype
```
-- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 54K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 55K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge monkeytype
```
@@ -748,72 +790,72 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/facebookincubator/Bowler
```
-- [PyPi](https://pypi.org/project/bowler) (π₯ 83K / month Β· π¦ 13 Β· β±οΈ 17.09.2020):
+- [PyPi](https://pypi.org/project/bowler) (π₯ 81K / month Β· π¦ 13 Β· β±οΈ 17.09.2020):
```
pip install bowler
```
-- [Conda](https://anaconda.org/conda-forge/bowler) (π₯ 17K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/bowler) (π₯ 18K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge bowler
```
unimport (π₯19 Β· β 230) - The ultimate linter and formatter for removing unused import statements.. MIT
+add-trailing-comma (π₯23 Β· β 310) - A tool (and pre-commit hook) to automatically add trailing.. MIT
-- [GitHub](https://github.com/hakancelikdev/unimport) (π¨βπ» 15 Β· π 21 Β· π 110 - 9% open Β· β±οΈ 07.07.2023):
+- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 21 Β· β±οΈ 03.10.2023):
```
- git clone https://github.com/hakancelik96/unimport
+ git clone https://github.com/asottile/add-trailing-comma
```
-- [PyPi](https://pypi.org/project/unimport) (π₯ 12K / month):
+- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 28K / month Β· π¦ 21 Β· β±οΈ 30.08.2023):
```
- pip install unimport
+ pip install add-trailing-comma
```
massedit (π₯19 Β· β 110) - Programmatically edit text files with Python. Useful for source to source.. MIT
+unimport (π₯20 Β· β 230) - The ultimate linter and formatter for removing unused import statements.. MIT
-- [GitHub](https://github.com/elmotec/massedit) (π¨βπ» 9 Β· π 16 Β· π₯ 23 Β· π¦ 41 Β· π 8 - 12% open Β· β±οΈ 12.09.2023):
+- [GitHub](https://github.com/hakancelikdev/unimport) (π¨βπ» 15 Β· π 21 Β· π 110 - 9% open Β· β±οΈ 07.07.2023):
```
- git clone https://github.com/elmotec/massedit
+ git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/massedit) (π₯ 2.7K / month):
+- [PyPi](https://pypi.org/project/unimport) (π₯ 12K / month Β· π¦ 5 Β· β±οΈ 29.01.2022):
```
- pip install massedit
+ pip install unimport
```
add-trailing-comma (π₯17 Β· β 310) - A tool (and pre-commit hook) to automatically add trailing.. MIT
+massedit (π₯20 Β· β 110) - Programmatically edit text files with Python. Useful for source to source.. MIT
-- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 20 Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/elmotec/massedit) (π¨βπ» 9 Β· π 16 Β· π₯ 23 Β· π¦ 41 Β· π 11 - 36% open Β· β±οΈ 12.09.2023):
```
- git clone https://github.com/asottile/add-trailing-comma
+ git clone https://github.com/elmotec/massedit
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 27K / month):
+- [PyPi](https://pypi.org/project/massedit) (π₯ 3.2K / month Β· π¦ 7 Β· β±οΈ 11.09.2023):
```
- pip install add-trailing-comma
+ pip install massedit
```
com2ann (π₯17 Β· β 140) - Tool for translation type comments to type annotations in Python. MIT
+com2ann (π₯19 Β· β 140) - Tool for translation type comments to type annotations in Python. MIT
-- [GitHub](https://github.com/ilevkivskyi/com2ann) (π¨βπ» 7 Β· π 11 Β· π¦ 48 Β· π 28 - 25% open Β· β±οΈ 29.08.2023):
+- [GitHub](https://github.com/ilevkivskyi/com2ann) (π¨βπ» 7 Β· π 11 Β· π¦ 50 Β· π 28 - 25% open Β· β±οΈ 29.08.2023):
```
git clone https://github.com/ilevkivskyi/com2ann
```
-- [PyPi](https://pypi.org/project/com2ann) (π₯ 21K / month):
+- [PyPi](https://pypi.org/project/com2ann) (π₯ 22K / month Β· π¦ 2 Β· β±οΈ 21.08.2021):
```
pip install com2ann
```
Show 7 hidden projects...
+- eradicate (π₯25 Β· β 190) - Removes commented-out code from Python files. βοΈSaxpath
- redbaron (π₯24 Β· β 670 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
-- eradicate (π₯24 Β· β 190) - Removes commented-out code from Python files. βUnlicensed
-- baron (π₯22 Β· β 280 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
+- baron (π₯23 Β· β 280 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
- pyannotate (π₯21 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations. Apache-2
-- unify (π₯18 Β· β 88 Β· π) - Modifies strings to all use the same quote where possible. MIT
-- pep8ify (π₯14 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
-- retype (π₯12 Β· β 130 Β· π) - Re-apply type annotations from .pyi stubs to your codebase. MIT
+- unify (π₯20 Β· β 88 Β· π) - Modifies strings to all use the same quote where possible. MIT
+- pep8ify (π₯16 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
+- retype (π₯14 Β· β 130 Β· π) - Re-apply type annotations from .pyi stubs to your codebase. MIT
@@ -823,56 +865,68 @@ This curated list contains 270 awesome open-source projects with a total of 870K
bandit (π₯36 Β· β 5.5K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 170 Β· π 540 Β· π₯ 740 Β· π¦ 44K Β· π 620 - 26% open Β· β±οΈ 28.09.2023):
+- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 170 Β· π 550 Β· π₯ 740 Β· π¦ 44K Β· π 650 - 29% open Β· β±οΈ 28.09.2023):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (π₯ 3.2M / month):
+- [PyPi](https://pypi.org/project/bandit) (π₯ 3.2M / month Β· π¦ 1.8K Β· β±οΈ 10.03.2023):
```
pip install bandit
```
-- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 260K Β· β±οΈ 25.09.2023):
+- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 270K Β· β±οΈ 25.09.2023):
```
conda install -c conda-forge bandit
```
detect-secrets (π₯26 Β· β 3.2K) - An enterprise friendly way of detecting and preventing.. Apache-2
+sqlmap (π₯33 Β· β 28K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
-- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 73 Β· π 330 Β· π 290 - 31% open Β· β±οΈ 11.04.2023):
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 130 Β· π 5.4K Β· π¦ 16 Β· π 5.1K - 1% open Β· β±οΈ 28.09.2023):
+
+ ```
+ git clone https://github.com/sqlmapproject/sqlmap
+ ```
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 10K / month Β· π¦ 9 Β· β±οΈ 04.09.2023):
+ ```
+ pip install sqlmap
+ ```
+detect-secrets (π₯28 Β· β 3.2K) - An enterprise friendly way of detecting and preventing.. Apache-2
+
+- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 73 Β· π 380 Β· π 320 - 37% open Β· β±οΈ 11.04.2023):
```
git clone https://github.com/Yelp/detect-secrets
```
-- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 380K / month):
+- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 400K / month Β· π¦ 35 Β· β±οΈ 26.07.2020):
```
pip install detect-secrets
```
safety (π₯26 Β· β 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
+safety (π₯28 Β· β 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
-- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 41 Β· π 130 Β· π₯ 400K Β· π¦ 29 Β· π 170 - 30% open Β· β±οΈ 29.05.2023):
+- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 41 Β· π 130 Β· π₯ 400K Β· π¦ 29 Β· π 180 - 34% open Β· β±οΈ 29.05.2023):
```
git clone https://github.com/pyupio/safety
```
-- [PyPi](https://pypi.org/project/safety) (π₯ 1M / month):
+- [PyPi](https://pypi.org/project/safety) (π₯ 1M / month Β· π¦ 420 Β· β±οΈ 04.10.2022):
```
pip install safety
```
-- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 79K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 80K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge safety
```
dlint (π₯16 Β· β 160) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
+dlint (π₯20 Β· β 160) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
-- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 16 Β· π 16 Β· π 43 - 51% open Β· β±οΈ 10.04.2023):
+- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 16 Β· π 16 Β· π 45 - 53% open Β· β±οΈ 10.04.2023):
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (π₯ 140K / month):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 130K / month Β· π¦ 51 Β· β±οΈ 09.08.2022):
```
pip install dlint
```
@@ -881,12 +935,11 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge dlint
```
Show 4 hidden projects...
+Show 3 hidden projects...
- pyarmor (π₯34 Β· β 2.5K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
-- sqlmap (π₯30 Β· β 28K) - Automatic SQL injection and database takeover tool. βUnlicensed
-- pyt (π₯22 Β· β 2.1K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
-- dodgy (π₯20 Β· β 110 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
+- pyt (π₯23 Β· β 2.1K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
+- dodgy (π₯21 Β· β 110 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
@@ -896,39 +949,39 @@ This curated list contains 270 awesome open-source projects with a total of 870K
pipenv (π₯46 Β· β 24K) - Python Development Workflow for Humans. MIT
-- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 480 Β· π 1.8K Β· π¦ 110K Β· π 4.1K - 4% open Β· β±οΈ 25.09.2023):
+- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 480 Β· π 1.9K Β· π¦ 110K Β· π 4.1K - 4% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (π₯ 11M / month):
+- [PyPi](https://pypi.org/project/pipenv) (π₯ 11M / month Β· π¦ 1.3K Β· β±οΈ 03.10.2023):
```
pip install pipenv
```
-- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 130K Β· β±οΈ 08.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 130K Β· β±οΈ 03.10.2023):
```
conda install -c conda-forge pipenv
```
virtualenv (π₯41 Β· β 4.6K) - Virtual Python Environment builder. MIT
+virtualenv (π₯42 Β· β 4.6K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 110 Β· π 940 Β· π¦ 320K Β· π 1.3K - 1% open Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 260 Β· π 1K Β· π¦ 320K Β· π 1.3K - 1% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (π₯ 100M / month):
+- [PyPi](https://pypi.org/project/virtualenv) (π₯ 100M / month Β· π¦ 18K Β· β±οΈ 08.09.2023):
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 5.3M Β· β±οΈ 30.08.2023):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 5.4M Β· β±οΈ 30.08.2023):
```
conda install -c conda-forge virtualenv
```
pyenv (π₯35 Β· β 33K) - Simple Python version management. MIT
+pyenv (π₯35 Β· β 34K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 430 Β· π 2.8K Β· π¦ 15 Β· π 1.6K - 1% open Β· β±οΈ 23.09.2023):
+- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 430 Β· π 2.8K Β· π¦ 16 Β· π 1.6K - 1% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/pyenv/pyenv
@@ -945,18 +998,18 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/ekalinin/nodeenv
```
-- [PyPi](https://pypi.org/project/nodeenv) (π₯ 16M / month Β· π¦ 940 Β· β±οΈ 12.05.2023):
+- [PyPi](https://pypi.org/project/nodeenv) (π₯ 16M / month Β· π¦ 950 Β· β±οΈ 12.05.2023):
```
pip install nodeenv
```
-- [Conda](https://anaconda.org/conda-forge/nodeenv) (π₯ 3.1M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/nodeenv) (π₯ 3.2M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge nodeenv
```
pyenv-virtualenv (π₯23 Β· β 5.7K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
+pyenv-virtualenv (π₯22 Β· β 5.7K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
-- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 58 Β· π 370 Β· π¦ 15 Β· π 330 - 32% open Β· β±οΈ 26.06.2023):
+- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 58 Β· π 370 Β· π¦ 16 Β· π 330 - 32% open Β· β±οΈ 26.06.2023):
```
git clone https://github.com/pyenv/pyenv-virtualenv
@@ -978,14 +1031,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
git clone https://github.com/spotify/dh-virtualenv
```
freshenv (π₯13 Β· β 170 Β· π€) - Provision, share, manage local and cloud developer environments. MPL-2.0
+freshenv (π₯12 Β· β 170 Β· π€) - Provision, share, manage local and cloud developer environments. MPL-2.0
-- [GitHub](https://github.com/raiyanyahya/freshenv) (π¨βπ» 3 Β· π 3 Β· β±οΈ 06.11.2022):
+- [GitHub](https://github.com/raiyanyahya/freshenv) (π¨βπ» 3 Β· π 3 Β· π 5 - 40% open Β· β±οΈ 06.11.2022):
```
git clone https://github.com/raiyanyahya/freshenv
```
-- [PyPi](https://pypi.org/project/freshenv) (π₯ 210 / month):
+- [PyPi](https://pypi.org/project/freshenv) (π₯ 130 / month Β· β±οΈ 06.11.2022):
```
pip install freshenv
```
@@ -997,7 +1050,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
Show 2 hidden projects...
- vex (π₯18 Β· β 370 Β· π) - Run a command in the named virtualenv. MIT
-- pipenv-pipes (π₯12 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
+- pipenv-pipes (π₯13 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
@@ -1005,46 +1058,46 @@ This curated list contains 270 awesome open-source projects with a total of 870K
-pip (π₯44 Β· β 9K) - The Python package installer. MIT
+pip (π₯47 Β· β 9K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (π¨βπ» 750 Β· π 2.8K Β· π¦ 150K Β· π 6.9K - 13% open Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/pypa/pip) (π¨βπ» 750 Β· π 3K Β· π¦ 150K Β· π 7.1K - 14% open Β· β±οΈ 05.10.2023):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (π₯ 170M / month):
+- [PyPi](https://pypi.org/project/pip) (π₯ 170M / month Β· π¦ 11K Β· β±οΈ 22.07.2023):
```
pip install pip
```
-- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 91M Β· β±οΈ 22.07.2023):
+- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 92M Β· β±οΈ 22.07.2023):
```
conda install -c conda-forge pip
```
pip-tools (π₯39 Β· β 7.1K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
+conda (π₯43 Β· β 5.7K) - A system-level, binary package and environment manager running on all.. BSD-3
-- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 200 Β· π 510 Β· π¦ 23K Β· π 990 - 13% open Β· β±οΈ 21.09.2023):
+- [GitHub](https://github.com/conda/conda) (π¨βπ» 440 Β· π 1.4K Β· π¦ 43K Β· π 9.3K - 7% open Β· β±οΈ 04.10.2023):
```
- git clone https://github.com/jazzband/pip-tools
+ git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/pip-tools) (π₯ 11M / month):
+- [PyPi](https://pypi.org/project/conda) (π₯ 52K / month Β· π¦ 1.1K Β· β±οΈ 22.04.2017):
```
- pip install pip-tools
+ pip install conda
```
-- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 120K Β· β±οΈ 09.08.2023):
+- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 47M Β· β±οΈ 02.10.2023):
```
- conda install -c conda-forge pip-tools
+ conda install -c conda-forge conda
```
poetry (π₯36 Β· β 27K) - Python packaging and dependency management made easy. MIT
+poetry (π₯40 Β· β 27K) - Python packaging and dependency management made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 490 Β· π 2K Β· π₯ 15M Β· π 5.2K - 10% open Β· β±οΈ 24.09.2023):
+- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 490 Β· π 2K Β· π₯ 15M Β· π 5.3K - 11% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 23M / month):
+- [PyPi](https://pypi.org/project/poetry) (π₯ 24M / month Β· π¦ 290 Β· β±οΈ 21.08.2023):
```
pip install poetry
```
@@ -1053,41 +1106,41 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge poetry
```
PDM (π₯35 Β· β 5.3K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
+pip-tools (π₯39 Β· β 7.1K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 140 Β· π 250 Β· π₯ 4 Β· π¦ 170 Β· π 1.3K - 3% open Β· β±οΈ 27.09.2023):
+- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 200 Β· π 590 Β· π¦ 23K Β· π 1K - 14% open Β· β±οΈ 30.09.2023):
```
- git clone https://github.com/pdm-project/pdm
+ git clone https://github.com/jazzband/pip-tools
```
-- [PyPi](https://pypi.org/project/pdm) (π₯ 490K / month Β· π¦ 46 Β· β±οΈ 25.09.2023):
+- [PyPi](https://pypi.org/project/pip-tools) (π₯ 11M / month Β· π¦ 2.5K Β· β±οΈ 08.08.2023):
```
- pip install pdm
+ pip install pip-tools
```
-- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 190K Β· β±οΈ 25.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 120K Β· β±οΈ 09.08.2023):
```
- conda install -c conda-forge pdm
+ conda install -c conda-forge pip-tools
```
pipreqs (π₯33 Β· β 5.4K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
+PDM (π₯35 Β· β 5.3K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
-- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 59 Β· π 360 Β· π¦ 23K Β· π 240 - 58% open Β· β±οΈ 14.04.2023):
+- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 140 Β· π 250 Β· π₯ 4 Β· π¦ 170 Β· π 1.3K - 3% open Β· β±οΈ 27.09.2023):
```
- git clone https://github.com/bndr/pipreqs
+ git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pipreqs) (π₯ 480K / month):
+- [PyPi](https://pypi.org/project/pdm) (π₯ 500K / month Β· π¦ 46 Β· β±οΈ 25.09.2023):
```
- pip install pipreqs
+ pip install pdm
```
-- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 43K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 200K Β· β±οΈ 29.09.2023):
```
- conda install -c conda-forge pipreqs
+ conda install -c conda-forge pdm
```
pipx (π₯32 Β· β 7K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 100 Β· π 310 Β· π₯ 13K Β· π¦ 1.5K Β· π 600 - 22% open Β· β±οΈ 05.09.2023):
+- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 100 Β· π 310 Β· π₯ 14K Β· π¦ 1.5K Β· π 610 - 22% open Β· β±οΈ 05.10.2023):
```
git clone https://github.com/pypa/pipx
@@ -1101,35 +1154,50 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pipx
```
pipreqs (π₯32 Β· β 5.4K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
+
+- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 59 Β· π 360 Β· π¦ 23K Β· π 280 - 63% open Β· β±οΈ 14.04.2023):
+
+ ```
+ git clone https://github.com/bndr/pipreqs
+ ```
+- [PyPi](https://pypi.org/project/pipreqs) (π₯ 490K / month Β· π¦ 380 Β· β±οΈ 14.04.2023):
+ ```
+ pip install pipreqs
+ ```
+- [Conda](https://anaconda.org/conda-forge/pipreqs) (π₯ 44K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge pipreqs
+ ```
+mamba (π₯28 Β· β 5.2K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 140 Β· π 290 Β· π 1.6K - 33% open Β· β±οΈ 27.09.2023):
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 140 Β· π 290 Β· π 1.5K - 28% open Β· β±οΈ 04.10.2023):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 9.1M Β· β±οΈ 05.09.2023):
+- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 9.2M Β· β±οΈ 02.10.2023):
```
conda install -c conda-forge mamba
```
pip-run (π₯18 Β· β 110) - pip-run - dynamic dependency loader for Python. MIT
+pip-run (π₯20 Β· β 110) - pip-run - dynamic dependency loader for Python. MIT
-- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 18 Β· π 16 Β· π 66 - 7% open Β· β±οΈ 09.09.2023):
+- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 18 Β· π 18 Β· π 66 - 6% open Β· β±οΈ 02.10.2023):
```
git clone https://github.com/jaraco/pip-run
```
-- [PyPi](https://pypi.org/project/pip-run) (π₯ 4.2K / month):
+- [PyPi](https://pypi.org/project/pip-run) (π₯ 5.3K / month Β· π¦ 3 Β· β±οΈ 02.10.2023):
```
pip install pip-run
```
Show 3 hidden projects...
+Show 2 hidden projects...
-- conda (π₯41 Β· β 5.7K) - A system-level, binary package and environment manager running on.. βUnlicensed
- dephell (π₯25 Β· β 1.8K Β· π) - Python project management. Manage packages: convert between formats,.. MIT
-- pyflow (π₯21 Β· β 1.3K Β· π) - An installation and dependency system for Python. MIT
+- pyflow (π₯22 Β· β 1.3K Β· π) - An installation and dependency system for Python. MIT
@@ -1137,25 +1205,25 @@ This curated list contains 270 awesome open-source projects with a total of 870K
-prospector (π₯33 Β· β 1.9K) - Inspects Python source files and provides information about.. βοΈGPL-2.0
+prospector (π₯34 Β· β 1.9K) - Inspects Python source files and provides information about.. βοΈGPL-2.0
-- [GitHub](https://github.com/landscapeio/prospector) (π¨βπ» 90 Β· π 170 Β· π¦ 4.5K Β· π 370 - 14% open Β· β±οΈ 21.09.2023):
+- [GitHub](https://github.com/landscapeio/prospector) (π¨βπ» 90 Β· π 170 Β· π¦ 4.6K Β· π 370 - 14% open Β· β±οΈ 02.10.2023):
```
git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/prospector) (π₯ 1M / month Β· π¦ 690 Β· β±οΈ 25.05.2023):
+- [PyPi](https://pypi.org/project/prospector) (π₯ 1.1M / month Β· π¦ 690 Β· β±οΈ 25.05.2023):
```
pip install prospector
```
-- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 88K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 89K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge prospector
```
mccabe (π₯31 Β· β 600) - McCabe complexity checker for Python. βοΈSaxpath
-- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 23 Β· π 56 Β· π¦ 400K Β· π 53 - 26% open Β· β±οΈ 19.06.2023):
+- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 23 Β· π 56 Β· π¦ 400K Β· π 54 - 25% open Β· β±οΈ 19.06.2023):
```
git clone https://github.com/PyCQA/mccabe
@@ -1164,7 +1232,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install mccabe
```
-- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 7.4M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 7.5M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge mccabe
```
@@ -1192,19 +1260,19 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (π₯ 15K / month Β· π¦ 9 Β· β±οΈ 14.10.2018):
+- [PyPi](https://pypi.org/project/wily) (π₯ 16K / month Β· π¦ 9 Β· β±οΈ 14.10.2018):
```
pip install wily
```
xenon (π₯23 Β· β 220) - Monitoring tool based on radon. MIT
+xenon (π₯23 Β· β 230) - Monitoring tool based on radon. MIT
- [GitHub](https://github.com/rubik/xenon) (π¨βπ» 10 Β· π 20 Β· π¦ 1.1K Β· π 36 - 22% open Β· β±οΈ 12.08.2023):
```
git clone https://github.com/rubik/xenon
```
-- [PyPi](https://pypi.org/project/xenon) (π₯ 150K / month Β· π¦ 81 Β· β±οΈ 12.08.2023):
+- [PyPi](https://pypi.org/project/xenon) (π₯ 140K / month Β· π¦ 81 Β· β±οΈ 12.08.2023):
```
pip install xenon
```
@@ -1213,18 +1281,18 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge xenon
```
cohesion (π₯15 Β· β 210) - A tool for measuring Python class cohesion. βοΈGPL-3.0
+cohesion (π₯15 Β· β 210 Β· π€) - A tool for measuring Python class cohesion. βοΈGPL-3.0
- [GitHub](https://github.com/mschwager/cohesion) (π¨βπ» 3 Β· π 4 Β· π 17 - 29% open Β· β±οΈ 08.03.2023):
```
git clone https://github.com/mschwager/cohesion
```
-- [PyPi](https://pypi.org/project/cohesion) (π₯ 5.8K / month Β· π¦ 11 Β· β±οΈ 10.07.2019):
+- [PyPi](https://pypi.org/project/cohesion) (π₯ 5.1K / month Β· π¦ 11 Β· β±οΈ 10.07.2019):
```
pip install cohesion
```
-- [Conda](https://anaconda.org/conda-forge/cohesion) (π₯ 1.8K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/cohesion) (π₯ 1.9K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge cohesion
```
@@ -1237,23 +1305,23 @@ This curated list contains 270 awesome open-source projects with a total of 870K
rich (π₯44 Β· β 45K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 230 Β· π 1.6K Β· π¦ 130K Β· π 1.2K - 15% open Β· β±οΈ 17.09.2023):
+- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 230 Β· π 1.7K Β· π¦ 130K Β· π 1.2K - 15% open Β· β±οΈ 30.09.2023):
```
git clone https://github.com/Textualize/rich
```
-- [PyPi](https://pypi.org/project/rich) (π₯ 32M / month Β· π¦ 5.1K Β· β±οΈ 17.09.2023):
+- [PyPi](https://pypi.org/project/rich) (π₯ 32M / month Β· π¦ 5.2K Β· β±οΈ 30.09.2023):
```
pip install rich
```
-- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 5.1M Β· β±οΈ 17.09.2023):
+- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 5.2M Β· β±οΈ 30.09.2023):
```
conda install -c conda-forge rich
```
tqdm (π₯43 Β· β 26K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 110 Β· π 1.3K Β· π₯ 11K Β· π¦ 550K Β· π 1K - 44% open Β· β±οΈ 10.08.2023):
+- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 110 Β· π 1.3K Β· π₯ 11K Β· π¦ 560K Β· π 1K - 44% open Β· β±οΈ 10.08.2023):
```
git clone https://github.com/tqdm/tqdm
@@ -1273,28 +1341,28 @@ This curated list contains 270 awesome open-source projects with a total of 870K
sentry-sdk (π₯39 Β· β 1.6K) - The official Python SDK for Sentry.io. MIT
-- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 190 Β· π 410 Β· π₯ 3.3K Β· π¦ 50K Β· π 1K - 16% open Β· β±οΈ 28.09.2023):
+- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 190 Β· π 390 Β· π₯ 3.3K Β· π¦ 50K Β· π 1K - 15% open Β· β±οΈ 04.10.2023):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 22M / month Β· π¦ 410 Β· β±οΈ 13.09.2023):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 22M / month):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 620K Β· β±οΈ 13.09.2023):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 630K Β· β±οΈ 13.09.2023):
```
conda install -c conda-forge sentry-sdk
```
loguru (π₯38 Β· β 16K) - Python logging made (stupidly) simple. MIT
-- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 49 Β· π 620 Β· π¦ 63K Β· π 850 - 12% open Β· β±οΈ 11.09.2023):
+- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 50 Β· π 650 Β· π¦ 63K Β· π 850 - 12% open Β· β±οΈ 02.10.2023):
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (π₯ 13M / month):
+- [PyPi](https://pypi.org/project/loguru) (π₯ 16M / month Β· π¦ 2.9K Β· β±οΈ 11.09.2023):
```
pip install loguru
```
@@ -1303,18 +1371,34 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge loguru
```
tabulate (π₯34 Β· β 1.8K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+logbook (π₯36 Β· β 1.4K) - A cool logging replacement for Python. BSD-3
+
+- [GitHub](https://github.com/getlogbook/logbook) (π¨βπ» 78 Β· π 160 Β· π₯ 320 Β· π¦ 4.9K Β· π 180 - 25% open Β· β±οΈ 03.10.2023):
+
+ ```
+ git clone https://github.com/getlogbook/logbook
+ ```
+- [PyPi](https://pypi.org/project/logbook) (π₯ 3.6M / month Β· π¦ 1.2K Β· β±οΈ 03.10.2023):
+ ```
+ pip install logbook
+ ```
+- [Conda](https://anaconda.org/conda-forge/logbook) (π₯ 150K Β· β±οΈ 03.10.2023):
+ ```
+ conda install -c conda-forge logbook
+ ```
+tabulate (π₯33 Β· β 1.8K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 84 Β· π 140 Β· π¦ 140K Β· π 220 - 38% open Β· β±οΈ 30.04.2023):
+- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 84 Β· π 140 Β· π¦ 140K Β· π 200 - 34% open Β· β±οΈ 30.04.2023):
```
git clone https://github.com/astanin/python-tabulate
```
-- [PyPi](https://pypi.org/project/tabulate) (π₯ 48M / month Β· π¦ 8K Β· β±οΈ 06.10.2022):
+- [PyPi](https://pypi.org/project/tabulate) (π₯ 49M / month):
```
pip install tabulate
```
-- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 5.7M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 5.8M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge tabulate
```
@@ -1326,18 +1410,18 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/madzak/python-json-logger
```
-- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 21M / month):
+- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 22M / month):
```
pip install python-json-logger
```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 5.8M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 6M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge python-json-logger
```
progressbar2 (π₯32 Β· β 830) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-- [GitHub](https://github.com/wolph/python-progressbar) (π¨βπ» 43 Β· π 99 Β· π₯ 2.1K Β· π 210 - 4% open Β· β±οΈ 12.09.2023):
+- [GitHub](https://github.com/wolph/python-progressbar) (π¨βπ» 43 Β· π 100 Β· π₯ 2.1K Β· π 210 - 4% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/WoLpH/python-progressbar
@@ -1353,16 +1437,16 @@ This curated list contains 270 awesome open-source projects with a total of 870K
alive-progress (π₯30 Β· β 4.7K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
-- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 7 Β· π 180 Β· π¦ 2.3K Β· π 200 - 7% open Β· β±οΈ 01.06.2023):
+- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 7 Β· π 180 Β· π¦ 2.3K Β· π 200 - 8% open Β· β±οΈ 01.06.2023):
```
git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/alive-progress) (π₯ 480K / month Β· π¦ 190 Β· β±οΈ 02.01.2023):
+- [PyPi](https://pypi.org/project/alive-progress) (π₯ 500K / month Β· π¦ 190 Β· β±οΈ 02.01.2023):
```
pip install alive-progress
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 42K Β· β±οΈ 01.06.2023):
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 43K Β· β±οΈ 01.06.2023):
```
conda install -c conda-forge alive-progress
```
@@ -1374,7 +1458,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/ines/wasabi
```
-- [PyPi](https://pypi.org/project/wasabi) (π₯ 5.1M / month):
+- [PyPi](https://pypi.org/project/wasabi) (π₯ 5.1M / month Β· π¦ 310 Β· β±οΈ 07.06.2023):
```
pip install wasabi
```
@@ -1385,58 +1469,57 @@ This curated list contains 270 awesome open-source projects with a total of 870K
stackprinter (π₯25 Β· β 1.3K Β· π€) - Debugging-friendly exceptions for Python. MIT
-- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 7 Β· π 35 Β· π¦ 300 Β· π 27 - 22% open Β· β±οΈ 20.02.2023):
+- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 7 Β· π 35 Β· π¦ 300 Β· π 30 - 30% open Β· β±οΈ 20.02.2023):
```
git clone https://github.com/cknd/stackprinter
```
-- [PyPi](https://pypi.org/project/stackprinter) (π₯ 310K / month):
+- [PyPi](https://pypi.org/project/stackprinter) (π₯ 290K / month Β· π¦ 28 Β· β±οΈ 24.11.2022):
```
pip install stackprinter
```
-- [Conda](https://anaconda.org/conda-forge/stackprinter) (π₯ 7.8K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/stackprinter) (π₯ 8K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge stackprinter
```
python-devtools (π₯23 Β· β 830) - Dev tools for python. MIT
+better-exceptions (π₯24 Β· β 4.4K Β· π€) - Pretty and useful exceptions in Python, automatically. MIT
-- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 12 Β· π 35 Β· π¦ 1.6K Β· π 51 - 23% open Β· β±οΈ 03.09.2023):
+- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 17 Β· π 210 Β· π 78 - 41% open Β· β±οΈ 05.01.2023):
```
- git clone https://github.com/samuelcolvin/python-devtools
- ```
-- [PyPi](https://pypi.org/project/python-devtools) (π₯ 550 / month):
- ```
- pip install python-devtools
+ git clone https://github.com/Qix-/better-exceptions
```
-- [Conda](https://anaconda.org/conda-forge/python-devtools) (π₯ 18K Β· β±οΈ 06.09.2023):
+- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 110K / month Β· π¦ 84 Β· β±οΈ 29.01.2021):
```
- conda install -c conda-forge python-devtools
+ pip install better-exceptions
```
better-exceptions (π₯21 Β· β 4.4K Β· π€) - Pretty and useful exceptions in Python, automatically. MIT
+python-devtools (π₯23 Β· β 830) - Dev tools for python. MIT
-- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 17 Β· π 200 Β· π 73 - 36% open Β· β±οΈ 05.01.2023):
+- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 12 Β· π 36 Β· π¦ 1.6K Β· π 51 - 23% open Β· β±οΈ 03.09.2023):
```
- git clone https://github.com/Qix-/better-exceptions
+ git clone https://github.com/samuelcolvin/python-devtools
```
-- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 120K / month):
+- [PyPi](https://pypi.org/project/python-devtools) (π₯ 630 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
```
- pip install better-exceptions
+ pip install python-devtools
+ ```
+- [Conda](https://anaconda.org/conda-forge/python-devtools) (π₯ 18K Β· β±οΈ 06.09.2023):
+ ```
+ conda install -c conda-forge python-devtools
```
Show 9 hidden projects...
+Show 8 hidden projects...
-- structlog (π₯35 Β· β 2.8K) - Simple, powerful, and fast logging for Python. βUnlicensed
-- logbook (π₯34 Β· β 1.4K) - A cool logging replacement for Python. βUnlicensed
+- structlog (π₯34 Β· β 2.8K) - Simple, powerful, and fast logging for Python. βUnlicensed
- prettytable (π₯31 Β· β 1.1K) - Display tabular data in a visually appealing ASCII table.. βUnlicensed
- colorlog (π₯30 Β· β 820 Β· π) - A colored formatter for the python logging module. MIT
-- python-coloredlogs (π₯28 Β· β 510 Β· π) - Colored terminal output for Pythons logging module. MIT
- notifiers (π₯27 Β· β 2.5K Β· π) - The easy way to send notifications. MIT
-- rebound (π₯26 Β· β 4K Β· π) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT
-- PrettyErrors (π₯22 Β· β 2.7K Β· π) - Prettify Python exception output to make it legible. MIT
+- python-coloredlogs (π₯27 Β· β 510 Β· π) - Colored terminal output for Pythons logging module. MIT
+- rebound (π₯22 Β· β 4K Β· π) - Command-line tool that instantly fetches Stack Overflow.. βUnlicensed
+- PrettyErrors (π₯18 Β· β 2.7K Β· π) - Prettify Python exception output to make it legible. MIT
- tbvaccine (π₯16 Β· β 360 Β· π) - A small utility to pretty-print Python tracebacks. MIT
@@ -1447,12 +1530,12 @@ This curated list contains 270 awesome open-source projects with a total of 870K
xxh (π₯22 Β· β 4.6K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
-- [GitHub](https://github.com/xxh/xxh) (π¨βπ» 24 Β· π 92 Β· π₯ 1.8K Β· π¦ 77 Β· π 80 - 25% open Β· β±οΈ 21.06.2023):
+- [GitHub](https://github.com/xxh/xxh) (π¨βπ» 24 Β· π 93 Β· π₯ 1.8K Β· π¦ 77 Β· π 80 - 25% open Β· β±οΈ 21.06.2023):
```
git clone https://github.com/xxh/xxh
```
-- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 160 / month):
+- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 170 / month Β· β±οΈ 29.09.2022):
```
pip install xxh-xxh
```
@@ -1467,80 +1550,124 @@ This curated list contains 270 awesome open-source projects with a total of 870K
-π best-of-mkdocs ( β 440) - Collection of MkDocs projects and plugins.
+π best-of-mkdocs ( β 450) - Collection of MkDocs projects and plugins.
-mkdocs (π₯42 Β· β 17K) - Project documentation with Markdown. BSD-2 
+sphinx (π₯45 Β· β 5.7K) - The Sphinx documentation generator. BSD-3 
-- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 240 Β· π 2.2K Β· π¦ 50K Β· π 1.9K - 6% open Β· β±οΈ 18.09.2023):
+- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 790 Β· π 2K Β· π¦ 330K Β· π 6.7K - 18% open Β· β±οΈ 05.10.2023):
```
- git clone https://github.com/mkdocs/mkdocs
+ git clone https://github.com/sphinx-doc/sphinx
```
-- [PyPi](https://pypi.org/project/mkdocs) (π₯ 2.4M / month):
+- [PyPi](https://pypi.org/project/sphinx) (π₯ 12M / month Β· π¦ 63K Β· β±οΈ 13.09.2023):
```
- pip install mkdocs
+ pip install sphinx
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 290K Β· β±οΈ 19.09.2023):
+- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 8.3M Β· β±οΈ 13.09.2023):
```
- conda install -c conda-forge mkdocs
+ conda install -c conda-forge sphinx
```
mkdocs-material (π₯42 Β· β 16K) - Documentation that simply works. MIT
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 230 Β· π 3K Β· π¦ 37K Β· π 2K - 1% open Β· β±οΈ 27.09.2023):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 230 Β· π 3.1K Β· π¦ 38K Β· π 2K - 1% open Β· β±οΈ 05.10.2023):
```
git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 3.1M / month):
+- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 3.1M / month Β· π¦ 970 Β· β±οΈ 02.10.2023):
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 310K Β· β±οΈ 25.09.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 320K Β· β±οΈ 02.10.2023):
```
conda install -c conda-forge mkdocs-material
```
sphinx_rtd_theme (π₯32 Β· β 4.5K) - Sphinx theme for readthedocs.org. MIT
+mkdocs (π₯41 Β· β 17K) - Project documentation with Markdown. BSD-2
-- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 120 Β· π 1.6K Β· π¦ 16 Β· π 790 - 21% open Β· β±οΈ 29.08.2023):
+- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 240 Β· π 2.3K Β· π¦ 50K Β· π 1.9K - 6% open Β· β±οΈ 18.09.2023):
```
- git clone https://github.com/readthedocs/sphinx_rtd_theme
+ git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 4.3M / month):
+- [PyPi](https://pypi.org/project/mkdocs) (π₯ 2.4M / month Β· π¦ 4.5K Β· β±οΈ 18.09.2023):
```
- pip install sphinx_rtd_theme
+ pip install mkdocs
```
-- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 3.6M Β· β±οΈ 22.08.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 290K Β· β±οΈ 19.09.2023):
```
- conda install -c conda-forge sphinx_rtd_theme
+ conda install -c conda-forge mkdocs
```
mkdocstrings (π₯32 Β· β 1.4K) - Automatic documentation from sources, for MkDocs. ISC
+sphinx_rtd_theme (π₯38 Β· β 4.5K) - Sphinx theme for readthedocs.org. MIT
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 39 Β· π 94 Β· π¦ 9.2K Β· π 360 - 12% open Β· β±οΈ 18.09.2023):
+- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 120 Β· π 1.8K Β· π¦ 16 Β· π 860 - 28% open Β· β±οΈ 29.08.2023):
```
- git clone https://github.com/mkdocstrings/mkdocstrings
+ git clone https://github.com/readthedocs/sphinx_rtd_theme
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 590K / month):
+- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 4.2M / month Β· π¦ 7.5K Β· β±οΈ 29.08.2023):
```
- pip install mkdocstrings
+ pip install sphinx_rtd_theme
```
-- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 89K Β· β±οΈ 02.09.2023):
+- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 3.6M Β· β±οΈ 22.08.2023):
```
- conda install -c conda-forge mkdocstrings
+ conda install -c conda-forge sphinx_rtd_theme
```
sphinx-autodoc-typehints (π₯31 Β· β 500) - Type hints support for the Sphinx autodoc extension. MIT
+pdoc (π₯32 Β· β 1.6K) - API Documentation for Python Projects. Unlicense
-- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 53 Β· π 95 Β· π¦ 43K Β· π 170 - 16% open Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 55 Β· π 200 Β· π¦ 2.2K Β· π 340 - 5% open Β· β±οΈ 01.10.2023):
```
- git clone https://github.com/tox-dev/sphinx-autodoc-typehints
+ git clone https://github.com/mitmproxy/pdoc
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 1.7M / month):
+- [PyPi](https://pypi.org/project/pdoc) (π₯ 140K / month Β· π¦ 310 Β· β±οΈ 10.09.2023):
+ ```
+ pip install pdoc
+ ```
+mkdocstrings (π₯32 Β· β 1.4K) - Automatic documentation from sources, for MkDocs. ISC
+
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 39 Β· π 96 Β· π¦ 9.3K Β· π 370 - 12% open Β· β±οΈ 18.09.2023):
+
+ ```
+ git clone https://github.com/mkdocstrings/mkdocstrings
+ ```
+- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 590K / month Β· π¦ 430 Β· β±οΈ 02.09.2023):
+ ```
+ pip install mkdocstrings
+ ```
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 91K Β· β±οΈ 02.09.2023):
+ ```
+ conda install -c conda-forge mkdocstrings
+ ```
+alabaster (π₯32 Β· β 700) - Lightweight, configurable Sphinx theme. BSD-3
+
+- [GitHub](https://github.com/sphinx-doc/alabaster) (π¨βπ» 30 Β· π 190 Β· π¦ 110K Β· π 120 - 53% open Β· β±οΈ 04.10.2023):
+
+ ```
+ git clone https://github.com/bitprophet/alabaster
+ ```
+- [PyPi](https://pypi.org/project/alabaster) (π₯ 6.8M / month Β· π¦ 7.7K Β· β±οΈ 13.01.2023):
+ ```
+ pip install alabaster
+ ```
+- [Conda](https://anaconda.org/conda-forge/alabaster) (π₯ 6.7M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge alabaster
+ ```
+sphinx-autodoc-typehints (π₯31 Β· β 500) - Type hints support for the Sphinx autodoc extension. MIT
+
+- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 53 Β· π 98 Β· π¦ 43K Β· π 170 - 16% open Β· β±οΈ 02.10.2023):
+
+ ```
+ git clone https://github.com/tox-dev/sphinx-autodoc-typehints
+ ```
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 1.7M / month Β· π¦ 1.9K Β· β±οΈ 21.07.2023):
```
pip install sphinx-autodoc-typehints
```
@@ -1556,39 +1683,43 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/mkdocstrings/griffe
```
-- [PyPi](https://pypi.org/project/griffe) (π₯ 760K / month Β· π¦ 38 Β· β±οΈ 28.09.2023):
+- [PyPi](https://pypi.org/project/griffe) (π₯ 770K / month Β· π¦ 38 Β· β±οΈ 28.09.2023):
```
pip install griffe
```
-- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 180K Β· β±οΈ 10.09.2023):
+- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 180K Β· β±οΈ 28.09.2023):
```
conda install -c conda-forge griffe
```
pdoc (π₯29 Β· β 1.6K) - API Documentation for Python Projects. Unlicense
+breathe (π₯29 Β· β 700) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
-- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 45 Β· π 170 Β· π¦ 2.2K Β· π 340 - 4% open Β· β±οΈ 20.09.2023):
+- [GitHub](https://github.com/breathe-doc/breathe) (π¨βπ» 110 Β· π 180 Β· π₯ 550 Β· π¦ 11K Β· π 570 - 30% open Β· β±οΈ 22.08.2023):
```
- git clone https://github.com/mitmproxy/pdoc
+ git clone https://github.com/michaeljones/breathe
```
-- [PyPi](https://pypi.org/project/pdoc) (π₯ 140K / month):
+- [PyPi](https://pypi.org/project/breathe) (π₯ 300K / month Β· π¦ 1K Β· β±οΈ 20.06.2022):
```
- pip install pdoc
+ pip install breathe
+ ```
+- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 510K Β· β±οΈ 04.07.2023):
+ ```
+ conda install -c conda-forge breathe
```
sphinx-autobuild (π₯28 Β· β 480 Β· π€) - Watch a Sphinx directory and rebuild the.. MIT
+sphinx-autobuild (π₯27 Β· β 480 Β· π€) - Watch a Sphinx directory and rebuild the.. MIT
-- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 24 Β· π 62 Β· π¦ 20K Β· π 75 - 29% open Β· β±οΈ 09.02.2023):
+- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 24 Β· π 63 Β· π¦ 20K Β· π 76 - 30% open Β· β±οΈ 09.02.2023):
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 470K / month):
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 470K / month Β· π¦ 2.9K Β· β±οΈ 14.03.2021):
```
pip install sphinx-autobuild
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 210K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 220K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge sphinx-autobuild
```
@@ -1600,47 +1731,63 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/pdoc3/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc3) (π₯ 180K / month Β· π¦ 220 Β· β±οΈ 03.08.2021):
+- [PyPi](https://pypi.org/project/pdoc3) (π₯ 190K / month Β· π¦ 220 Β· β±οΈ 03.08.2021):
```
pip install pdoc3
```
-- [Conda](https://anaconda.org/anaconda/pdoc3) (π₯ 1.5K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/anaconda/pdoc3) (π₯ 1.6K Β· β±οΈ 16.06.2023):
```
conda install -c anaconda pdoc3
```
interrogate (π₯26 Β· β 500) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 12 Β· π 40 Β· π¦ 5.1K Β· π 54 - 50% open Β· β±οΈ 07.09.2023):
+- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 12 Β· π 40 Β· π¦ 5.2K Β· π 54 - 50% open Β· β±οΈ 07.09.2023):
```
git clone https://github.com/econchick/interrogate
```
-- [PyPi](https://pypi.org/project/interrogate) (π₯ 96K / month Β· π¦ 180 Β· β±οΈ 10.09.2021):
+- [PyPi](https://pypi.org/project/interrogate) (π₯ 98K / month Β· π¦ 180 Β· β±οΈ 10.09.2021):
```
pip install interrogate
```
mkdocs-awesome-pages-plugin (π₯25 Β· β 360) - An MkDocs plugin that simplifies configuring page.. MIT
+mkdocs-awesome-pages-plugin (π₯25 Β· β 370) - An MkDocs plugin that simplifies configuring page.. MIT
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 7 Β· π 29 Β· π¦ 3.2K Β· π 69 - 20% open Β· β±οΈ 19.08.2023):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 7 Β· π 31 Β· π¦ 3.2K Β· π 70 - 21% open Β· β±οΈ 19.08.2023):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 160K / month):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 160K / month Β· π¦ 110 Β· β±οΈ 19.08.2023):
```
pip install mkdocs-awesome-pages-plugin
```
releases (π₯25 Β· β 170) - A powerful Sphinx changelog-generating extension. BSD-2
+blacken-docs (π₯24 Β· β 560) - Run `black` on python code blocks in documentation files. MIT
+
+- [GitHub](https://github.com/adamchainz/blacken-docs) (π¨βπ» 19 Β· π 40 Β· π 70 - 11% open Β· β±οΈ 26.09.2023):
+
+ ```
+ git clone https://github.com/asottile/blacken-docs
+ ```
+- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 160K / month Β· π¦ 34 Β· β±οΈ 16.08.2023):
+ ```
+ pip install blacken-docs
+ ```
+- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 32K Β· β±οΈ 16.08.2023):
+ ```
+ conda install -c conda-forge blacken-docs
+ ```
+releases (π₯24 Β· β 170) - A powerful Sphinx changelog-generating extension. BSD-2
- [GitHub](https://github.com/bitprophet/releases) (π¨βπ» 10 Β· π 40 Β· π¦ 590 Β· π 76 - 39% open Β· β±οΈ 24.09.2023):
```
git clone https://github.com/bitprophet/releases
```
-- [PyPi](https://pypi.org/project/releases) (π₯ 19K / month Β· π¦ 370 Β· β±οΈ 28.04.2023):
+- [PyPi](https://pypi.org/project/releases) (π₯ 18K / month Β· π¦ 370 Β· β±οΈ 28.04.2023):
```
pip install releases
```
@@ -1649,81 +1796,62 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge sphinx-releases
```
sphinx-markdown-builder (π₯23 Β· β 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
+portray (π₯23 Β· β 850 Β· π€) - Your Project with Great Documentation. MIT
-- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (π¨βπ» 20 Β· π 46 Β· π¦ 730 Β· β±οΈ 24.06.2023):
+- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 20 Β· π 73 Β· π¦ 810 Β· π 64 - 50% open Β· β±οΈ 03.01.2023):
```
- git clone https://github.com/clayrisser/sphinx-markdown-builder
+ git clone https://github.com/timothycrosley/portray
```
-- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 51K / month Β· π¦ 79 Β· β±οΈ 13.08.2023):
+- [PyPi](https://pypi.org/project/portray) (π₯ 12K / month Β· π¦ 21 Β· β±οΈ 19.12.2022):
```
- pip install sphinx-markdown-builder
+ pip install portray
```
mkdocs-print-site-plugin (π₯22 Β· β 89) - MkDocs Plugin that adds an additional page that.. MIT
+sphinx-markdown-builder (π₯23 Β· β 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
-- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (π¨βπ» 5 Β· π 14 Β· π¦ 240 Β· π 79 - 10% open Β· β±οΈ 28.08.2023):
+- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (π¨βπ» 19 Β· π 46 Β· π¦ 730 Β· β±οΈ 24.06.2023):
```
- git clone https://github.com/timvink/mkdocs-print-site-plugin
+ git clone https://github.com/clayrisser/sphinx-markdown-builder
```
-- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 18K / month):
+- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 52K / month Β· π¦ 79 Β· β±οΈ 13.08.2023):
```
- pip install mkdocs-print-site-plugin
+ pip install sphinx-markdown-builder
```
portray (π₯21 Β· β 850 Β· π€) - Your Project with Great Documentation. MIT
+mkdocs-print-site-plugin (π₯22 Β· β 89) - MkDocs Plugin that adds an additional page that.. MIT
-- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 20 Β· π 73 Β· π¦ 810 Β· π 63 - 49% open Β· β±οΈ 03.01.2023):
+- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (π¨βπ» 5 Β· π 14 Β· π¦ 240 Β· π 79 - 10% open Β· β±οΈ 28.08.2023):
```
- git clone https://github.com/timothycrosley/portray
+ git clone https://github.com/timvink/mkdocs-print-site-plugin
```
-- [PyPi](https://pypi.org/project/portray) (π₯ 13K / month):
+- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 19K / month Β· π¦ 6 Β· β±οΈ 28.08.2023):
```
- pip install portray
+ pip install mkdocs-print-site-plugin
```
lazydocs (π₯21 Β· β 150) - Generate markdown API documentation from Google-style Python docstring... MIT
-- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 10 Β· π 33 Β· π¦ 170 Β· π 28 - 14% open Β· β±οΈ 11.06.2023):
+- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 10 Β· π 33 Β· π¦ 180 Β· π 28 - 14% open Β· β±οΈ 11.06.2023):
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 5.8K / month):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 6.4K / month):
```
pip install lazydocs
```
blacken-docs (π₯20 Β· β 560) - Run `black` on python code blocks in documentation files. MIT
-
-- [GitHub](https://github.com/adamchainz/blacken-docs) (π¨βπ» 19 Β· π 37 Β· π 70 - 11% open Β· β±οΈ 26.09.2023):
-
- ```
- git clone https://github.com/asottile/blacken-docs
- ```
-- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 160K / month):
- ```
- pip install blacken-docs
- ```
-- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 32K Β· β±οΈ 16.08.2023):
- ```
- conda install -c conda-forge blacken-docs
- ```
-Show 11 hidden projects...
+Show 8 hidden projects...
-- sphinx (π₯42 Β· β 5.7K) - The Sphinx documentation generator. βUnlicensed βUnlicensed βUnlicensed βUnlicensed
+- numpydoc (π₯30 Β· β 250) - Numpys Sphinx extensions. βUnlicensed MIT ISC
-- pycco (π₯22 Β· β 830 Β· π) - Literate-style documentation generator. MIT
-- mkdocs-pdf-export-plugin (π₯22 Β· β 290 Β· π) - An MkDocs plugin to export content pages as PDF files. MIT MIT
- mkdocs-with-pdf (π₯22 Β· β 260 Β· π) - Generate a single PDF file from MkDocs repository. MIT MIT MIT MIT MIT pyelftools (π₯32 Β· β 1.8K) - Parsing ELF and DWARF in Python. Unlicense
+PySnooper (π₯32 Β· β 16K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 94 Β· π 490 Β· π¦ 6K Β· π 230 - 31% open Β· β±οΈ 22.09.2023):
+- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 27 Β· π 950 Β· π¦ 1.5K Β· π 130 - 19% open Β· β±οΈ 15.07.2023):
```
- git clone https://github.com/eliben/pyelftools
+ git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pyelftools) (π₯ 2.2M / month Β· π¦ 550 Β· β±οΈ 06.09.2023):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 620K / month Β· π¦ 53 Β· β±οΈ 15.07.2023):
```
- pip install pyelftools
+ pip install pysnooper
```
-- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 140K Β· β±οΈ 23.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 70K Β· β±οΈ 27.07.2023):
```
- conda install -c conda-forge pyelftools
+ conda install -c conda-forge pysnooper
```
PySnooper (π₯31 Β· β 16K) - Never use print for debugging again. MIT
+pudb (π₯32 Β· β 2.8K) - Full-screen console debugger for Python. MIT
-- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 27 Β· π 930 Β· π¦ 1.5K Β· π 130 - 19% open Β· β±οΈ 15.07.2023):
+- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 92 Β· π 220 Β· π¦ 5.4K Β· π 330 - 48% open Β· β±οΈ 24.09.2023):
```
- git clone https://github.com/cool-RR/PySnooper
+ git clone https://github.com/inducer/pudb
```
-- [PyPi](https://pypi.org/project/pysnooper) (π₯ 610K / month):
+- [PyPi](https://pypi.org/project/pudb) (π₯ 200K / month Β· π¦ 760 Β· β±οΈ 03.11.2022):
```
- pip install pysnooper
+ pip install pudb
```
-- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 70K Β· β±οΈ 27.07.2023):
+- [Conda](https://anaconda.org/conda-forge/pudb) (π₯ 240K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge pysnooper
+ conda install -c conda-forge pudb
+ ```
+pyelftools (π₯32 Β· β 1.8K) - Parsing ELF and DWARF in Python. Unlicense
+
+- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 94 Β· π 490 Β· π¦ 6.1K Β· π 230 - 31% open Β· β±οΈ 22.09.2023):
+
+ ```
+ git clone https://github.com/eliben/pyelftools
+ ```
+- [PyPi](https://pypi.org/project/pyelftools) (π₯ 2.4M / month Β· π¦ 560 Β· β±οΈ 06.09.2023):
+ ```
+ pip install pyelftools
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 140K Β· β±οΈ 23.09.2023):
+ ```
+ conda install -c conda-forge pyelftools
```
ipdb (π₯30 Β· β 1.8K) - Integration of IPython pdb. BSD-3
@@ -1772,7 +1916,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/ipdb) (π₯ 2.5M / month Β· π¦ 9K Β· β±οΈ 09.03.2023):
+- [PyPi](https://pypi.org/project/ipdb) (π₯ 2.4M / month Β· π¦ 9K Β· β±οΈ 09.03.2023):
```
pip install ipdb
```
@@ -1781,9 +1925,9 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge ipdb
```
icecream (π₯26 Β· β 7.2K Β· π€) - Never use print() to debug again. MIT
+icecream (π₯27 Β· β 7.2K Β· π€) - Never use print() to debug again. MIT
-- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 21 Β· π 150 Β· π¦ 15 Β· π 120 - 41% open Β· β±οΈ 04.12.2022):
+- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 21 Β· π 150 Β· π¦ 16 Β· π 120 - 41% open Β· β±οΈ 04.12.2022):
```
git clone https://github.com/gruns/icecream
@@ -1792,51 +1936,51 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install icecream
```
-- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 24K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 25K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge icecream
```
pyrasite (π₯21 Β· β 2.7K) - Inject code into running Python processes. βοΈGPL-3.0
+pyrasite (π₯22 Β· β 2.7K Β· π€) - Inject code into running Python processes. βοΈGPL-3.0
- [GitHub](https://github.com/lmacken/pyrasite) (π¨βπ» 23 Β· π 200 Β· π¦ 49 Β· π 56 - 71% open Β· β±οΈ 03.03.2023):
```
git clone https://github.com/lmacken/pyrasite
```
-- [PyPi](https://pypi.org/project/pyrasite) (π₯ 31K / month):
+- [PyPi](https://pypi.org/project/pyrasite) (π₯ 29K / month Β· π¦ 6 Β· β±οΈ 09.05.2012):
```
pip install pyrasite
```
snoop (π₯21 Β· β 960 Β· π€) - A powerful set of Python debugging tools, based on PySnooper. MIT
+snoop (π₯22 Β· β 960 Β· π€) - A powerful set of Python debugging tools, based on PySnooper. MIT
- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 22 Β· π 33 Β· π 50 - 44% open Β· β±οΈ 22.12.2022):
```
git clone https://github.com/alexmojaki/snoop
```
-- [PyPi](https://pypi.org/project/snoop) (π₯ 57K / month Β· π¦ 23 Β· β±οΈ 11.11.2021):
+- [PyPi](https://pypi.org/project/snoop) (π₯ 62K / month Β· π¦ 23 Β· β±οΈ 11.11.2021):
```
pip install snoop
```
-- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 4.4K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 4.5K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge snoop
```
python-hunter (π₯21 Β· β 750) - Hunter is a flexible code tracing toolkit. BSD-2
+python-hunter (π₯22 Β· β 750) - Hunter is a flexible code tracing toolkit. BSD-2
- [GitHub](https://github.com/ionelmc/python-hunter) (π¨βπ» 9 Β· π 43 Β· π¦ 150 Β· π 95 - 43% open Β· β±οΈ 26.04.2023):
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 7.3K / month):
+- [PyPi](https://pypi.org/project/hunter) (π₯ 8.3K / month Β· π¦ 23 Β· β±οΈ 26.04.2023):
```
pip install hunter
```
-- [Conda](https://anaconda.org/conda-forge/hunter) (π₯ 50K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/hunter) (π₯ 51K Β· β±οΈ 30.09.2023):
```
conda install -c conda-forge hunter
```
@@ -1848,7 +1992,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/ionelmc/python-manhole
```
-- [PyPi](https://pypi.org/project/manhole) (π₯ 14K / month):
+- [PyPi](https://pypi.org/project/manhole) (π₯ 15K / month Β· π¦ 37 Β· β±οΈ 08.04.2021):
```
pip install manhole
```
@@ -1864,16 +2008,15 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/reloadware/reloadium
```
-- [PyPi](https://pypi.org/project/reloadium) (π₯ 1.2K / month Β· β±οΈ 16.08.2023):
+- [PyPi](https://pypi.org/project/reloadium) (π₯ 1.4K / month Β· β±οΈ 16.08.2023):
```
pip install reloadium
```
Show 4 hidden projects...
+Show 3 hidden projects...
-- pudb (π₯30 Β· β 2.8K) - Full-screen console debugger for Python. βUnlicensed
-- pdbpp (π₯28 Β· β 1.2K Β· π) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
-- gdbgui (π₯27 Β· β 9.4K Β· π) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. βοΈGPL-3.0
+- gdbgui (π₯27 Β· β 9.4K Β· π) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. βοΈGPL-3.0
+- pdbpp (π₯27 Β· β 1.2K Β· π) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
- Birdseye (π₯19 Β· β 1.6K Β· π) - Graphical Python debugger which lets you easily view the values of.. MIT
@@ -1886,14 +2029,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
π unittest - Unittest is a test framework included in the Python standard library.
-pytest (π₯48 Β· β 11K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
+pytest (π₯47 Β· β 11K Β· π) - The pytest framework makes it easy to write small tests, yet.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 910 Β· π 2.4K Β· π¦ 1M Β· π 5.5K - 15% open Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 910 Β· π 2.4K Β· π¦ 1M Β· π 5.5K - 15% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (π₯ 81M / month Β· π¦ 17K Β· β±οΈ 07.09.2023):
+- [PyPi](https://pypi.org/project/pytest) (π₯ 86M / month Β· π¦ 17K Β· β±οΈ 07.09.2023):
```
pip install pytest
```
@@ -1904,7 +2047,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
robotframework (π₯42 Β· β 8.4K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 190 Β· π 2.2K Β· π₯ 550 Β· π¦ 8.8K Β· π 4.2K - 7% open Β· β±οΈ 28.09.2023):
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 190 Β· π 2.2K Β· π₯ 550 Β· π¦ 8.8K Β· π 4.2K - 7% open Β· β±οΈ 04.10.2023):
```
git clone https://github.com/robotframework/robotframework
@@ -1920,23 +2063,23 @@ This curated list contains 270 awesome open-source projects with a total of 870K
hypothesis (π₯41 Β· β 6.9K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
-- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 320 Β· π 560 Β· π¦ 23K Β· π 1.4K - 3% open Β· β±οΈ 25.09.2023):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 320 Β· π 560 Β· π¦ 23K Β· π 1.4K - 3% open Β· β±οΈ 01.10.2023):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
-- [PyPi](https://pypi.org/project/hypothesis) (π₯ 6M / month Β· π¦ 2.3K Β· β±οΈ 25.09.2023):
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 6.1M / month Β· π¦ 2.3K Β· β±οΈ 01.10.2023):
```
pip install hypothesis
```
-- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 8.1M Β· β±οΈ 25.09.2023):
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 8.2M Β· β±οΈ 01.10.2023):
```
conda install -c conda-forge hypothesis
```
tox (π₯40 Β· β 3.4K) - Command line driven CI frontend and development task automation tool. MIT
-- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 290 Β· π 490 Β· π¦ 110K Β· π 1.6K - 4% open Β· β±οΈ 27.09.2023):
+- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 290 Β· π 490 Β· π¦ 110K Β· π 1.6K - 4% open Β· β±οΈ 02.10.2023):
```
git clone https://github.com/tox-dev/tox
@@ -1945,7 +2088,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 790K Β· β±οΈ 09.09.2023):
+- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 800K Β· β±οΈ 09.09.2023):
```
conda install -c conda-forge tox
```
@@ -1957,7 +2100,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/pytest-dev/pytest-cov
```
-- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 30M / month Β· π¦ 34K Β· β±οΈ 24.05.2023):
+- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 34M / month Β· π¦ 34K Β· β±οΈ 24.05.2023):
```
pip install pytest-cov
```
@@ -1966,14 +2109,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pytest-cov
```
pyautogui (π₯34 Β· β 8.7K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
+pyautogui (π₯36 Β· β 8.7K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
-- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 52 Β· π 1.1K Β· π¦ 27K Β· π 650 - 65% open Β· β±οΈ 07.06.2023):
+- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 52 Β· π 1.1K Β· π¦ 27K Β· π 680 - 66% open Β· β±οΈ 07.06.2023):
```
git clone https://github.com/asweigart/pyautogui
```
-- [PyPi](https://pypi.org/project/pyautogui) (π₯ 680K / month):
+- [PyPi](https://pypi.org/project/pyautogui) (π₯ 670K / month Β· π¦ 800 Β· β±οΈ 07.07.2021):
```
pip install pyautogui
```
@@ -1982,9 +2125,73 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pyautogui
```
pytest-xdist (π₯36 Β· β 1.2K Β· π) - pytest plugin for distributed testing and loop-on-.. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 90 Β· π 200 Β· π 560 - 40% open Β· β±οΈ 03.10.2023):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-xdist
+ ```
+- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 13M / month Β· π¦ 5.3K Β· β±οΈ 19.05.2023):
+ ```
+ pip install pytest-xdist
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 5.3M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge pytest-xdist
+ ```
+pytest-html (π₯35 Β· β 620) - Plugin for generating HTML reports for pytest results. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 52 Β· π 240 Β· π¦ 39K Β· π 380 - 41% open Β· β±οΈ 14.09.2023):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-html
+ ```
+- [PyPi](https://pypi.org/project/pytest-html) (π₯ 4M / month Β· π¦ 780 Β· β±οΈ 14.09.2023):
+ ```
+ pip install pytest-html
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 480K Β· β±οΈ 28.06.2023):
+ ```
+ conda install -c conda-forge pytest-html
+ ```
+pytest-asyncio (π₯34 Β· β 1.2K) - Asyncio support for pytest. Apache-2
+
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 42 Β· π 120 Β· π₯ 150 Β· π 250 - 12% open Β· β±οΈ 03.10.2023):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-asyncio
+ ```
+- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 8.1M / month Β· π¦ 1.1K Β· β±οΈ 12.07.2023):
+ ```
+ pip install pytest-asyncio
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 1.8M Β· β±οΈ 12.07.2023):
+ ```
+ conda install -c conda-forge pytest-asyncio
+ ```
+nose2 (π₯34 Β· β 760) - The successor to nose, based on unittest2. BSD-2
+
+- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 76 Β· π 140 Β· π¦ 24K Β· π 270 - 19% open Β· β±οΈ 04.10.2023):
+
+ ```
+ git clone https://github.com/nose-devs/nose2
+ ```
+- [PyPi](https://pypi.org/project/nose2) (π₯ 570K / month Β· π¦ 1.1K Β· β±οΈ 04.10.2023):
+ ```
+ pip install nose2
+ ```
+- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 120K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge nose2
+ ```
+playwright-python (π₯33 Β· β 9.4K) - Python version of the Playwright testing and automation.. Apache-2
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 32 Β· π 790 Β· π¦ 15 Β· π 1.1K - 3% open Β· β±οΈ 18.09.2023):
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 32 Β· π 790 Β· π¦ 16 Β· π 1.1K - 3% open Β· β±οΈ 18.09.2023):
```
git clone https://github.com/microsoft/playwright-python
@@ -1996,12 +2203,12 @@ This curated list contains 270 awesome open-source projects with a total of 870K
mimesis (π₯33 Β· β 4.1K) - Mimesis is a powerful Python library that empowers developers to generate.. MIT
-- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 120 Β· π 310 Β· π₯ 480 Β· π¦ 1.5K Β· π 320 - 1% open Β· β±οΈ 13.09.2023):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 120 Β· π 310 Β· π₯ 510 Β· π¦ 1.5K Β· π 330 - 3% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (π₯ 120K / month):
+- [PyPi](https://pypi.org/project/mimesis) (π₯ 130K / month Β· π¦ 70 Β· β±οΈ 19.08.2023):
```
pip install mimesis
```
@@ -2010,14 +2217,46 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge mimesis
```
freezegun (π₯33 Β· β 3.8K Β· π€) - Let your Python tests travel through time. Apache-2
+
+- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 110 Β· π 250 Β· π 320 - 43% open Β· β±οΈ 22.02.2023):
+
+ ```
+ git clone https://github.com/spulec/freezegun
+ ```
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 6.7M / month Β· π¦ 4.6K Β· β±οΈ 12.08.2022):
+ ```
+ pip install freezegun
+ ```
+- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 1.5M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge freezegun
+ ```
+factory_boy (π₯33 Β· β 3.2K) - A test fixtures replacement for Python. MIT
+
+- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 130 Β· π 380 Β· π 590 - 33% open Β· β±οΈ 26.09.2023):
+
+ ```
+ git clone https://github.com/FactoryBoy/factory_boy
+ ```
+- [PyPi](https://pypi.org/project/factory_boy) (π₯ 3.3M / month Β· π¦ 800 Β· β±οΈ 19.07.2023):
+ ```
+ pip install factory_boy
+ ```
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 140K Β· β±οΈ 19.07.2023):
+ ```
+ conda install -c conda-forge factory_boy
+ ```
+pytest-mock (π₯33 Β· β 1.7K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 66 Β· π 130 Β· π₯ 6 Β· π¦ 68K Β· π 150 - 8% open Β· β±οΈ 19.09.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 66 Β· π 130 Β· π₯ 6 Β· π¦ 69K Β· π 150 - 8% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 12M / month Β· π¦ 5.2K Β· β±οΈ 16.06.2023):
+- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 13M / month Β· π¦ 5.2K Β· β±οΈ 16.06.2023):
```
pip install pytest-mock
```
@@ -2028,28 +2267,28 @@ This curated list contains 270 awesome open-source projects with a total of 870K
asv (π₯33 Β· β 800) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 76 Β· π 160 Β· π₯ 100 Β· π¦ 990 Β· π 550 - 23% open Β· β±οΈ 11.09.2023):
+- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 76 Β· π 170 Β· π₯ 100 Β· π¦ 1K Β· π 570 - 24% open Β· β±οΈ 11.09.2023):
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (π₯ 56K / month):
+- [PyPi](https://pypi.org/project/asv) (π₯ 66K / month Β· π¦ 77 Β· β±οΈ 11.09.2023):
```
pip install asv
```
-- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 740K Β· β±οΈ 11.09.2023):
+- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 750K Β· β±οΈ 03.10.2023):
```
conda install -c conda-forge asv
```
pytest-bdd (π₯32 Β· β 1.2K) - BDD library for the py.test runner. MIT
+pytest-bdd (π₯32 Β· β 1.2K) - BDD library for the py.test runner. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 58 Β· π 190 Β· π¦ 3K Β· π 300 - 33% open Β· β±οΈ 18.09.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 58 Β· π 200 Β· π¦ 3.1K Β· π 340 - 40% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
-- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 730K / month):
+- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 740K / month Β· π¦ 180 Β· β±οΈ 08.11.2022):
```
pip install pytest-bdd
```
@@ -2058,142 +2297,126 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pytest-bdd
```
nox (π₯32 Β· β 1.1K) - Flexible test automation for Python. Apache-2
+nox (π₯32 Β· β 1.1K) - Flexible test automation for Python. Apache-2
- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 91 Β· π 140 Β· π¦ 4.5K Β· π 330 - 17% open Β· β±οΈ 16.07.2023):
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (π₯ 980K / month):
+- [PyPi](https://pypi.org/project/nox) (π₯ 950K / month Β· π¦ 380 Β· β±οΈ 23.04.2023):
```
pip install nox
```
-- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 220K Β· β±οΈ 25.09.2023):
+- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 230K Β· β±οΈ 25.09.2023):
```
conda install -c conda-forge nox
```
pytest-testinfra (π₯29 Β· β 2.2K) - Testinfra test your infrastructures. Apache-2
+pytest-testinfra (π₯29 Β· β 2.2K) - Testinfra test your infrastructures. Apache-2
- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 130 Β· π 330 Β· π 340 - 36% open Β· β±οΈ 28.08.2023):
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 410K / month Β· π¦ 10 Β· β±οΈ 24.08.2023):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 430K / month Β· π¦ 10 Β· β±οΈ 24.08.2023):
```
pip install pytest-testinfra
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 13K Β· β±οΈ 25.08.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 14K Β· β±οΈ 25.08.2023):
```
conda install -c conda-forge pytest-testinfra
```
pytest-asyncio (π₯29 Β· β 1.2K) - Asyncio support for pytest. Apache-2
+pytest-sugar (π₯29 Β· β 1.1K) - a plugin for py.test that changes the default look and feel.. BSD-3
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 42 Β· π 120 Β· π₯ 150 Β· π 240 - 11% open Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 50 Β· π 70 Β· π₯ 7 Β· π¦ 23K Β· π 120 - 20% open Β· β±οΈ 08.08.2023):
```
- git clone https://github.com/pytest-dev/pytest-asyncio
+ git clone https://github.com/Teemu/pytest-sugar
```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 8M / month):
+- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 970K / month Β· π¦ 2.8K Β· β±οΈ 10.04.2023):
```
- pip install pytest-asyncio
+ pip install pytest-sugar
```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 1.8M Β· β±οΈ 12.07.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 210K Β· β±οΈ 02.07.2023):
```
- conda install -c conda-forge pytest-asyncio
+ conda install -c conda-forge pytest-sugar
```
coveralls-python (π₯29 Β· β 530) - Show coverage stats online via coveralls.io. MIT
+pytest-benchmark (π₯29 Β· β 1.1K) - py.test fixture for benchmarking code. BSD-2
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 64 Β· π 180 Β· π¦ 32K Β· π 160 - 9% open Β· β±οΈ 14.08.2023):
+- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 39 Β· π 110 Β· π¦ 7.6K Β· π 180 - 52% open Β· β±οΈ 27.04.2023):
```
- git clone https://github.com/TheKevJames/coveralls-python
- ```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 480K / month):
- ```
- pip install coveralls
- ```
-- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 1M Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge coveralls
- ```
-pytest-xdist (π₯28 Β· β 1.2K Β· π) - pytest plugin for distributed testing and loop-on-.. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 90 Β· π 190 Β· π 550 - 39% open Β· β±οΈ 26.09.2023):
-
- ```
- git clone https://github.com/pytest-dev/pytest-xdist
+ git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 12M / month):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 690K / month Β· π¦ 720 Β· β±οΈ 25.10.2022):
```
- pip install pytest-xdist
+ pip install pytest-benchmark
```
-- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 5.3M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 1.9M Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge pytest-xdist
+ conda install -c conda-forge pytest-benchmark
```
pytest-benchmark (π₯28 Β· β 1.1K) - py.test fixture for benchmarking code. BSD-2
+coveralls-python (π₯29 Β· β 530) - Show coverage stats online via coveralls.io. MIT
-- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 39 Β· π 100 Β· π¦ 7.5K Β· π 180 - 50% open Β· β±οΈ 27.04.2023):
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 64 Β· π 190 Β· π¦ 32K Β· π 170 - 15% open Β· β±οΈ 14.08.2023):
```
- git clone https://github.com/ionelmc/pytest-benchmark
+ git clone https://github.com/TheKevJames/coveralls-python
```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 690K / month):
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 500K / month Β· π¦ 9.5K Β· β±οΈ 11.11.2021):
```
- pip install pytest-benchmark
+ pip install coveralls
```
-- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 1.9M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 1M Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge pytest-benchmark
+ conda install -c conda-forge coveralls
```
freezegun (π₯26 Β· β 3.8K Β· π€) - Let your Python tests travel through time. Apache-2
+pytest-randomly (π₯27 Β· β 540) - Pytest plugin to randomly order tests and control random.seed. MIT
-- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 110 Β· π 240 Β· π 290 - 38% open Β· β±οΈ 22.02.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 20 Β· π 29 Β· π 63 - 14% open Β· β±οΈ 26.09.2023):
```
- git clone https://github.com/spulec/freezegun
+ git clone https://github.com/pytest-dev/pytest-randomly
```
-- [PyPi](https://pypi.org/project/freezegun) (π₯ 6.6M / month):
+- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 1.1M / month Β· π¦ 270 Β· β±οΈ 15.08.2023):
```
- pip install freezegun
+ pip install pytest-randomly
```
-- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 1.5M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 160K Β· β±οΈ 15.08.2023):
```
- conda install -c conda-forge freezegun
+ conda install -c conda-forge pytest-randomly
```
factory_boy (π₯26 Β· β 3.2K) - A test fixtures replacement for Python. MIT
+green (π₯26 Β· β 770) - Green is a clean, colorful, fast python test runner. MIT
-- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 130 Β· π 360 Β· π 560 - 29% open Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 39 Β· π 80 Β· π 180 - 3% open Β· β±οΈ 18.05.2023):
```
- git clone https://github.com/FactoryBoy/factory_boy
+ git clone https://github.com/CleanCut/green
```
-- [PyPi](https://pypi.org/project/factory_boy) (π₯ 3.2M / month):
+- [PyPi](https://pypi.org/project/green) (π₯ 13K / month Β· π¦ 240 Β· β±οΈ 21.09.2022):
```
- pip install factory_boy
+ pip install green
```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 140K Β· β±οΈ 19.07.2023):
+- [Conda](https://anaconda.org/conda-forge/green) (π₯ 130K Β· β±οΈ 28.09.2023):
```
- conda install -c conda-forge factory_boy
+ conda install -c conda-forge green
```
pytest-testmon (π₯26 Β· β 720) - Selects tests affected by changed files. Executes the.. βοΈAGPL-3.0
-- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 24 Β· π 48 Β· π¦ 1.2K Β· π 150 - 18% open Β· β±οΈ 13.07.2023):
+- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 24 Β· π 51 Β· π¦ 1.2K Β· π 150 - 18% open Β· β±οΈ 13.07.2023):
```
git clone https://github.com/tarpas/pytest-testmon
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 130K / month):
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 140K / month Β· π¦ 6 Β· β±οΈ 13.07.2023):
```
pip install pytest-testmon
```
@@ -2209,121 +2432,86 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/dbader/pytest-mypy
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 240K / month):
+- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 260K / month Β· π¦ 470 Β· β±οΈ 18.12.2022):
```
pip install pytest-mypy
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 86K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 87K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge pytest-mypy
```
pytest-datadir (π₯23 Β· β 220) - pytest plugin for manipulating test data directories and.. MIT
+pytest-datadir (π₯25 Β· β 220) - pytest plugin for manipulating test data directories and.. MIT
-- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 11 Β· π 21 Β· π¦ 1.5K Β· π 21 - 38% open Β· β±οΈ 28.09.2023):
+- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 11 Β· π 21 Β· π¦ 1.5K Β· π 20 - 35% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/gabrielcnr/pytest-datadir
```
-- [PyPi](https://pypi.org/project/pytest-datadir) (π₯ 180K / month Β· π¦ 120 Β· β±οΈ 25.10.2022):
+- [PyPi](https://pypi.org/project/pytest-datadir) (π₯ 180K / month Β· π¦ 120 Β· β±οΈ 03.10.2023):
```
pip install pytest-datadir
```
-- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (π₯ 220K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (π₯ 220K Β· β±οΈ 03.10.2023):
```
conda install -c conda-forge pytest-datadir
```
xdoctest (π₯22 Β· β 190) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
+pytest-plugins (π₯24 Β· β 520 Β· π€) - A grab-bag of nifty pytest plugins. MIT
-- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 9 Β· π 10 Β· π 45 - 42% open Β· β±οΈ 04.08.2023):
+- [GitHub](https://github.com/man-group/pytest-plugins) (π¨βπ» 62 Β· π 76 Β· π 110 - 48% open Β· β±οΈ 03.11.2022):
```
- git clone https://github.com/Erotemic/xdoctest
- ```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 130K / month Β· π¦ 100 Β· β±οΈ 30.01.2023):
- ```
- pip install xdoctest
- ```
-- [Conda](https://anaconda.org/conda-forge/xdoctest) (π₯ 180K Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge xdoctest
- ```
-green (π₯21 Β· β 770) - Green is a clean, colorful, fast python test runner. MIT
-
-- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 39 Β· π 74 Β· π 180 - 2% open Β· β±οΈ 18.05.2023):
-
- ```
- git clone https://github.com/CleanCut/green
+ git clone https://github.com/man-group/pytest-plugins
```
-- [PyPi](https://pypi.org/project/green) (π₯ 12K / month):
+- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 39K / month Β· π¦ 75 Β· β±οΈ 28.05.2019):
```
- pip install green
+ pip install pytest-virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/green) (π₯ 130K Β· β±οΈ 28.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-shutil) (π₯ 53K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge green
+ conda install -c conda-forge pytest-shutil
```
pytest-randomly (π₯21 Β· β 540 Β· π) - Pytest plugin to randomly order tests and control random.seed. MIT
+pytest-docker (π₯22 Β· β 360) - Docker-based integration tests. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 20 Β· π 27 Β· π 60 - 10% open Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 18 Β· π 61 Β· π₯ 130 Β· π 53 - 35% open Β· β±οΈ 01.09.2023):
```
- git clone https://github.com/pytest-dev/pytest-randomly
- ```
-- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 1.1M / month):
- ```
- pip install pytest-randomly
+ git clone https://github.com/avast/pytest-docker
```
-- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 160K Β· β±οΈ 15.08.2023):
+- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 140K / month Β· π¦ 45 Β· β±οΈ 01.09.2023):
```
- conda install -c conda-forge pytest-randomly
+ pip install pytest-docker
```
pytest-plugins (π₯20 Β· β 520 Β· π€) - A grab-bag of nifty pytest plugins. MIT
+xdoctest (π₯19 Β· β 190 Β· π) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
-- [GitHub](https://github.com/man-group/pytest-plugins) (π¨βπ» 62 Β· π 75 Β· π 110 - 45% open Β· β±οΈ 03.11.2022):
+- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 9 Β· π 10 Β· π 45 - 42% open Β· β±οΈ 04.08.2023):
```
- git clone https://github.com/man-group/pytest-plugins
- ```
-- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 37K / month):
- ```
- pip install pytest-virtualenv
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-shutil) (π₯ 51K Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge pytest-shutil
+ git clone https://github.com/Erotemic/xdoctest
```
-pytest-docker (π₯19 Β· β 360) - Docker-based integration tests. MIT
-
-- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 18 Β· π 57 Β· π₯ 130 Β· π 43 - 20% open Β· β±οΈ 01.09.2023):
-
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 130K / month):
```
- git clone https://github.com/avast/pytest-docker
+ pip install xdoctest
```
-- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 140K / month):
+- [Conda](https://anaconda.org/conda-forge/xdoctest) (π₯ 180K Β· β±οΈ 16.06.2023):
```
- pip install pytest-docker
+ conda install -c conda-forge xdoctest
```
Show 14 hidden projects...
+Show 11 hidden projects...
-- pytest-html (π₯33 Β· β 620) - Plugin for generating HTML reports for pytest results. βUnlicensed βUnlicensed
-- nose2 (π₯29 Β· β 760) - The successor to nose, based on unittest2. βUnlicensed
-- pytest-sugar (π₯28 Β· β 1.1K) - a plugin for py.test that changes the default look.. βUnlicensed βUnlicensed
+- nose (π₯33 Β· β 1.4K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
+- PyHamcrest (π₯28 Β· β 720) - Hamcrest matchers for Python. βUnlicensed
+- pytest-watch (π₯27 Β· β 700 Β· π) - Local continuous test runner with pytest and watchdog. MIT MIT
-- uiautomator (π₯25 Β· β 1.9K Β· π) - Python wrapper of Android uiautomator test tool. MIT
+- uiautomator (π₯26 Β· β 1.9K Β· π) - Python wrapper of Android uiautomator test tool. MIT
+- Mamba Test Runner (π₯25 Β· β 510 Β· π) - The definitive testing tool for Python. Born under the.. MIT
- pytest-lazy-fixture (π₯25 Β· β 340 Β· π) - It helps to use fixtures in pytest.mark.parametrize. MIT MIT MIT
- sixpack (π₯21 Β· β 1.8K Β· π) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
-- assertpy (π₯20 Β· β 430 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
+- assertpy (π₯21 Β· β 430 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
- fake2db (π₯18 Β· β 2.2K Β· π) - create custom test databases that are populated with fake data. βοΈGPL-2.0
- pytest-play (π₯16 Β· β 68 Β· π) - pytest plugin that let you automate actions and.. Apache-2 pyinstaller (π₯42 Β· β 11K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 460 Β· π 1.8K Β· π₯ 740K Β· π¦ 49K Β· π 5K - 5% open Β· β±οΈ 28.09.2023):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 460 Β· π 1.9K Β· π₯ 740K Β· π¦ 49K Β· π 5K - 5% open Β· β±οΈ 05.10.2023):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 1.7M / month):
+- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 1.7M / month Β· π¦ 360 Β· β±οΈ 22.09.2023):
```
pip install pyinstaller
```
@@ -2351,63 +2539,63 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pyinstaller
```
Nuitka (π₯37 Β· β 9.8K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
+Nuitka (π₯39 Β· β 9.8K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
-- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 150 Β· π 520 Β· π¦ 1.5K Β· π 2K - 7% open Β· β±οΈ 19.09.2023):
+- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 160 Β· π 520 Β· π¦ 1.5K Β· π 2K - 7% open Β· β±οΈ 29.09.2023):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 85K / month):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 86K / month Β· π¦ 61 Β· β±οΈ 29.09.2023):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 580K Β· β±οΈ 19.09.2023):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 580K Β· β±οΈ 28.09.2023):
```
conda install -c conda-forge nuitka
```
packaging (π₯37 Β· β 520) - Core utilities for Python packages. Apache-2
+pex (π₯33 Β· β 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
-- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 98 Β· π 230 Β· π₯ 740 Β· π¦ 880K Β· π 340 - 22% open Β· β±οΈ 12.09.2023):
+- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 120 Β· π 240 Β· π₯ 3.4M Β· π 1.1K - 14% open Β· β±οΈ 04.10.2023):
```
- git clone https://github.com/pypa/packaging
- ```
-- [PyPi](https://pypi.org/project/packaging) (π₯ 170M / month Β· π¦ 19K Β· β±οΈ 12.04.2023):
- ```
- pip install packaging
+ git clone https://github.com/pantsbuild/pex
```
-- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 39M Β· β±οΈ 16.06.2023):
+- [PyPi](https://pypi.org/project/pex) (π₯ 970K / month Β· π¦ 140 Β· β±οΈ 02.10.2023):
```
- conda install -c conda-forge packaging
+ pip install pex
```
pex (π₯30 Β· β 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
+cx_Freeze (π₯32 Β· β 1.1K) - Create standalone executables from Python scripts, with the.. Python-2.0
-- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 120 Β· π 240 Β· π₯ 3.3M Β· π 1.1K - 14% open Β· β±οΈ 23.09.2023):
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 110 Β· π 200 Β· π 880 - 5% open Β· β±οΈ 03.10.2023):
```
- git clone https://github.com/pantsbuild/pex
+ git clone https://github.com/marcelotduarte/cx_Freeze
```
-- [PyPi](https://pypi.org/project/pex) (π₯ 920K / month):
+- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 130K / month Β· π¦ 51 Β· β±οΈ 01.10.2023):
```
- pip install pex
+ pip install cx_freeze
+ ```
+- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 270K Β· β±οΈ 01.10.2023):
+ ```
+ conda install -c conda-forge cx_freeze
```
briefcase (π₯30 Β· β 2.1K) - Tools to support converting a Python project into a standalone.. BSD-3
-- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 130 Β· π 290 Β· π₯ 190 Β· π 650 - 16% open Β· β±οΈ 25.09.2023):
+- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 130 Β· π 290 Β· π₯ 190 Β· π 650 - 16% open Β· β±οΈ 04.10.2023):
```
git clone https://github.com/beeware/briefcase
```
-- [PyPi](https://pypi.org/project/briefcase) (π₯ 4.3K / month Β· π¦ 19 Β· β±οΈ 27.06.2022):
+- [PyPi](https://pypi.org/project/briefcase) (π₯ 4.6K / month Β· π¦ 19 Β· β±οΈ 27.06.2022):
```
pip install briefcase
```
py2app (π₯28 Β· β 270) - py2app is a Python setuptools command which will allow you to make.. MIT
+py2app (π₯28 Β· β 270) - py2app is a Python setuptools command which will allow you to make.. MIT
- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 31 Β· π 29 Β· π¦ 4.5K Β· π 480 - 35% open Β· β±οΈ 16.04.2023):
@@ -2419,46 +2607,54 @@ This curated list contains 270 awesome open-source projects with a total of 870K
pip install py2app
```
cx_Freeze (π₯27 Β· β 1.1K) - Create standalone executables from Python scripts, with the.. βUnlicensed
+PyOxidizer (π₯27 Β· β 4.9K Β· π€) - A modern Python application packaging and distribution tool. MPL-2.0
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 100 Β· π 200 Β· π 880 - 5% open Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 54 Β· π 200 Β· π₯ 12K Β· π¦ 150 Β· π 560 - 58% open Β· β±οΈ 21.01.2023):
```
- git clone https://github.com/marcelotduarte/cx_Freeze
- ```
-- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 120K / month):
- ```
- pip install cx_freeze
+ git clone https://github.com/indygreg/PyOxidizer
```
-- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 270K Β· β±οΈ 21.09.2023):
+- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 4.3K / month Β· π¦ 2 Β· β±οΈ 02.01.2023):
```
- conda install -c conda-forge cx_freeze
+ pip install pyoxidizer
```
PyOxidizer (π₯26 Β· β 4.9K Β· π€) - A modern Python application packaging and distribution tool. MPL-2.0
+constructor (π₯25 Β· β 420) - tool for creating installers from conda packages. BSD-3
-- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 54 Β· π 200 Β· π₯ 12K Β· π¦ 150 Β· π 540 - 56% open Β· β±οΈ 21.01.2023):
+- [GitHub](https://github.com/conda/constructor) (π¨βπ» 70 Β· π 160 Β· π₯ 280 Β· π¦ 15 Β· π 330 - 11% open Β· β±οΈ 30.09.2023):
```
- git clone https://github.com/indygreg/PyOxidizer
+ git clone https://github.com/conda/constructor
```
-- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 4.1K / month):
+- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 8.6K Β· β±οΈ 07.09.2023):
```
- pip install pyoxidizer
+ conda install -c anaconda constructor
```
shiv (π₯22 Β· β 1.6K) - shiv is a command line utility for building fully self contained Python.. BSD-2
+shiv (π₯24 Β· β 1.6K) - shiv is a command line utility for building fully self contained Python.. BSD-2
-- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 39 Β· π 83 Β· π₯ 600 Β· π 120 - 33% open Β· β±οΈ 07.09.2023):
+- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 39 Β· π 89 Β· π₯ 600 Β· π 120 - 35% open Β· β±οΈ 07.09.2023):
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (π₯ 29K / month):
+- [PyPi](https://pypi.org/project/shiv) (π₯ 31K / month Β· π¦ 13 Β· β±οΈ 07.09.2023):
```
pip install shiv
```
py2exe (π₯24 Β· β 650 Β· π€) - Create standalone Windows programs from Python code. MIT
+
+- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 17 Β· π 81 Β· π₯ 15K Β· π¦ 1.9K Β· π 150 - 12% open Β· β±οΈ 27.01.2023):
+
+ ```
+ git clone https://github.com/py2exe/py2exe
+ ```
+- [PyPi](https://pypi.org/project/py2exe) (π₯ 15K / month Β· π¦ 180 Β· β±οΈ 05.11.2022):
+ ```
+ pip install py2exe
+ ```
+subpar (π₯13 Β· β 560 Β· π€) - Subpar is a utility for creating self-contained python.. Apache-2
- [GitHub](https://github.com/google/subpar) (π¨βπ» 16 Β· π 67 Β· π 64 - 53% open Β· β±οΈ 19.12.2022):
@@ -2467,12 +2663,11 @@ This curated list contains 270 awesome open-source projects with a total of 870K
git clone https://github.com/google/subpar
```
Show 5 hidden projects...
+Show 4 hidden projects...
-- constructor (π₯23 Β· β 420) - tool for creating installers from conda packages. βUnlicensed
-- py2exe (π₯22 Β· β 640 Β· π€) - Create standalone Windows programs from Python code. βUnlicensed
+- packaging (π₯36 Β· β 530) - Core utilities for Python packages. βUnlicensed
+- pynsist (π₯23 Β· β 850 Β· π) - Build Windows installers for Python applications. MIT
- xar (π₯19 Β· β 1.6K) - executable archive format. βUnlicensed
-- pynsist (π₯19 Β· β 850 Β· π) - Build Windows installers for Python applications. βUnlicensed
- pyship (π₯8 Β· β 34) - pyship - ship Python desktop apps to end users. MIT
@@ -2481,18 +2676,18 @@ This curated list contains 270 awesome open-source projects with a total of 870K
-setuptools (π₯46 Β· β 2.1K) - Official project repository for the Setuptools build system. MIT
+setuptools (π₯46 Β· β 2.2K) - Official project repository for the Setuptools build system. MIT
-- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 580 Β· π 970 Β· π¦ 400K Β· π 2.4K - 23% open Β· β±οΈ 25.09.2023):
+- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 580 Β· π 1K Β· π¦ 400K Β· π 2.4K - 24% open Β· β±οΈ 29.09.2023):
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (π₯ 350M / month):
+- [PyPi](https://pypi.org/project/setuptools) (π₯ 350M / month Β· π¦ 39K Β· β±οΈ 12.09.2023):
```
pip install setuptools
```
-- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 93M Β· β±οΈ 12.09.2023):
+- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 94M Β· β±οΈ 12.09.2023):
```
conda install -c conda-forge setuptools
```
@@ -2515,12 +2710,12 @@ This curated list contains 270 awesome open-source projects with a total of 870K
buildbot (π₯36 Β· β 5.1K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
-- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 850 Β· π 1.5K Β· π₯ 33K Β· π¦ 330 Β· π 1.5K - 44% open Β· β±οΈ 24.09.2023):
+- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 850 Β· π 1.6K Β· π₯ 33K Β· π¦ 330 Β· π 1.5K - 45% open Β· β±οΈ 24.09.2023):
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (π₯ 31K / month):
+- [PyPi](https://pypi.org/project/buildbot) (π₯ 31K / month Β· π¦ 460 Β· β±οΈ 03.09.2023):
```
pip install buildbot
```
@@ -2529,14 +2724,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge buildbot
```
invoke (π₯34 Β· β 4.1K) - Pythonic task management & command execution. BSD-2
+invoke (π₯36 Β· β 4.1K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 60 Β· π 350 Β· π¦ 22K Β· π 710 - 43% open Β· β±οΈ 23.09.2023):
+- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 60 Β· π 350 Β· π¦ 23K Β· π 780 - 48% open Β· β±οΈ 23.09.2023):
```
git clone https://github.com/pyinvoke/invoke
```
-- [PyPi](https://pypi.org/project/invoke) (π₯ 6M / month):
+- [PyPi](https://pypi.org/project/invoke) (π₯ 6.1M / month Β· π¦ 2.8K Β· β±οΈ 12.07.2023):
```
pip install invoke
```
@@ -2547,12 +2742,12 @@ This curated list contains 270 awesome open-source projects with a total of 870K
scons (π₯34 Β· β 1.8K) - SCons - a software construction tool. MIT
-- [GitHub](https://github.com/SCons/scons) (π¨βπ» 150 Β· π 280 Β· π₯ 1.4K Β· π 3.4K - 19% open Β· β±οΈ 22.09.2023):
+- [GitHub](https://github.com/SCons/scons) (π¨βπ» 150 Β· π 280 Β· π₯ 1.4K Β· π 3.4K - 19% open Β· β±οΈ 05.10.2023):
```
git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/scons) (π₯ 370K / month Β· π¦ 60 Β· β±οΈ 30.07.2022):
+- [PyPi](https://pypi.org/project/scons) (π₯ 370K / month Β· π¦ 61 Β· β±οΈ 30.07.2022):
```
pip install scons
```
@@ -2577,14 +2772,30 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge twine
```
flit (π₯30 Β· β 2K) - Simplified packaging of Python modules. BSD-3
+setuptools_scm (π₯34 Β· β 760) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/flit) (π¨βπ» 69 Β· π 120 Β· π¦ 1.6K Β· π 380 - 28% open Β· β±οΈ 28.09.2023):
+- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 130 Β· π 210 Β· π 520 - 15% open Β· β±οΈ 02.10.2023):
+
+ ```
+ git clone https://github.com/pypa/setuptools_scm
+ ```
+- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 22M / month Β· π¦ 730 Β· β±οΈ 02.10.2023):
+ ```
+ pip install setuptools_scm
+ ```
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 2M Β· β±οΈ 04.10.2023):
+ ```
+ conda install -c conda-forge setuptools_scm
+ ```
+flit (π₯32 Β· β 2K) - Simplified packaging of Python modules. BSD-3
+
+- [GitHub](https://github.com/pypa/flit) (π¨βπ» 69 Β· π 120 Β· π¦ 1.6K Β· π 400 - 32% open Β· β±οΈ 28.09.2023):
```
git clone https://github.com/pypa/flit
```
-- [PyPi](https://pypi.org/project/flit) (π₯ 240K / month):
+- [PyPi](https://pypi.org/project/flit) (π₯ 260K / month Β· π¦ 470 Β· β±οΈ 14.05.2023):
```
pip install flit
```
@@ -2609,30 +2820,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge doit
```
setuptools_scm (π₯30 Β· β 760) - the blessed package to manage your versions by scm tags. MIT
-
-- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 120 Β· π 190 Β· π 520 - 16% open Β· β±οΈ 26.09.2023):
-
- ```
- git clone https://github.com/pypa/setuptools_scm
- ```
-- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 19M / month):
- ```
- pip install setuptools_scm
- ```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 1.9M Β· β±οΈ 26.09.2023):
- ```
- conda install -c conda-forge setuptools_scm
- ```
-pybuilder (π₯26 Β· β 1.6K) - Software build automation tool for Python. Apache-2
+pybuilder (π₯29 Β· β 1.6K) - Software build automation tool for Python. Apache-2
-- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 39 Β· π 240 Β· π 510 - 16% open Β· β±οΈ 10.07.2023):
+- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 39 Β· π 260 Β· π 520 - 18% open Β· β±οΈ 10.07.2023):
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (π₯ 28K / month):
+- [PyPi](https://pypi.org/project/pybuilder) (π₯ 28K / month Β· π¦ 60 Β· β±οΈ 04.11.2022):
```
pip install pybuilder
```
@@ -2641,7 +2836,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge pybuilder
```
paver (π₯24 Β· β 460 Β· π) - Python-based project scripting. BSD-3
+paver (π₯24 Β· β 460) - Python-based project scripting. BSD-3
- [GitHub](https://github.com/paver/paver) (π¨βπ» 46 Β· π 83 Β· π 130 - 30% open Β· β±οΈ 16.04.2023):
@@ -2657,14 +2852,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge paver
```
universal-build (π₯13 Β· β 19 Β· π€) - Universal build utilities for containerized build pipelines. MIT
+universal-build (π₯13 Β· β 20 Β· π) - Universal build utilities for containerized build pipelines. MIT
- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 5 Β· π 7 Β· π₯ 19 Β· π¦ 12 Β· β±οΈ 15.09.2022):
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 130 / month):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 63 / month):
```
pip install universal-build
```
@@ -2680,14 +2875,14 @@ This curated list contains 270 awesome open-source projects with a total of 870K
-psutil (π₯43 Β· β 9.6K) - Cross-platform lib for process and system monitoring in Python. BSD-3
+psutil (π₯45 Β· β 9.6K) - Cross-platform lib for process and system monitoring in Python. BSD-3
-- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 200 Β· π 1.3K Β· π¦ 370K Β· π 1.6K - 14% open Β· β±οΈ 07.08.2023):
+- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 200 Β· π 1.3K Β· π¦ 370K Β· π 1.7K - 16% open Β· β±οΈ 04.10.2023):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 110M / month):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 110M / month Β· π¦ 17K Β· β±οΈ 17.04.2023):
```
pip install psutil
```
@@ -2696,6 +2891,38 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge psutil
```
Glances (π₯36 Β· β 24K) - Glances an Eye on your system. A top/htop alternative for.. βοΈLGPL-3.0
+
+- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 180 Β· π 1.4K Β· π₯ 1.5K Β· π¦ 720 Β· π 1.7K - 12% open Β· β±οΈ 23.09.2023):
+
+ ```
+ git clone https://github.com/nicolargo/glances
+ ```
+- [PyPi](https://pypi.org/project/glances) (π₯ 180K / month Β· π¦ 51 Β· β±οΈ 26.05.2022):
+ ```
+ pip install glances
+ ```
+- [Conda](https://anaconda.org/conda-forge/glances) (π₯ 210K Β· β±οΈ 05.06.2023):
+ ```
+ conda install -c conda-forge glances
+ ```
+memray (π₯33 Β· β 11K) - The endgame Python memory profiler. Apache-2
+
+- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 38 Β· π 340 Β· π¦ 210 Β· π 140 - 12% open Β· β±οΈ 05.10.2023):
+
+ ```
+ git clone https://github.com/bloomberg/memray
+ ```
+- [PyPi](https://pypi.org/project/memray) (π₯ 270K / month Β· π¦ 8 Β· β±οΈ 01.08.2023):
+ ```
+ pip install memray
+ ```
+- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 69K Β· β±οΈ 26.09.2023):
+ ```
+ conda install -c conda-forge memray
+ ```
+pyinstrument (π₯33 Β· β 5.6K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 51 Β· π 230 Β· π¦ 1.7K Β· π 120 - 15% open Β· β±οΈ 07.09.2023):
@@ -2703,7 +2930,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
git clone https://github.com/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 680K / month Β· π¦ 120 Β· β±οΈ 07.09.2023):
+- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 720K / month Β· π¦ 120 Β· β±οΈ 07.09.2023):
```
pip install pyinstrument
```
@@ -2714,12 +2941,12 @@ This curated list contains 270 awesome open-source projects with a total of 870K
py-spy (π₯32 Β· β 11K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 34 Β· π 360 Β· π₯ 14K Β· π¦ 3.1K Β· π 320 - 40% open Β· β±οΈ 05.09.2023):
+- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 34 Β· π 380 Β· π₯ 14K Β· π¦ 3.1K Β· π 320 - 42% open Β· β±οΈ 05.09.2023):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 2.2M / month):
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 2.1M / month Β· π¦ 45 Β· β±οΈ 07.09.2022):
```
pip install py-spy
```
@@ -2727,58 +2954,70 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
conda install -c conda-forge py-spy
```
-- [Cargo](https://crates.io/crates/py-spy) (π₯ 400 / month):
+- [Cargo](https://crates.io/crates/py-spy) (π₯ 230 / month Β· π¦ 1 Β· β±οΈ 07.09.2022):
```
cargo install py-spy
```
Scalene (π₯32 Β· β 10K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 43 Β· π 330 Β· π¦ 500 Β· π 400 - 35% open Β· β±οΈ 21.09.2023):
+- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 43 Β· π 330 Β· π¦ 520 Β· π 400 - 35% open Β· β±οΈ 04.10.2023):
```
git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (π₯ 38K / month Β· π¦ 5 Β· β±οΈ 15.09.2023):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 39K / month Β· π¦ 5 Β· β±οΈ 15.09.2023):
```
pip install scalene
```
memray (π₯31 Β· β 11K) - Memray is a memory profiler for Python. Apache-2
+line_profiler (π₯29 Β· β 2.1K) - Line-by-line profiling for Python. BSD-3
-- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 38 Β· π 330 Β· π¦ 210 Β· π 140 - 12% open Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 41 Β· π 100 Β· π 93 - 47% open Β· β±οΈ 21.08.2023):
```
- git clone https://github.com/bloomberg/memray
+ git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/memray) (π₯ 270K / month Β· π¦ 8 Β· β±οΈ 01.08.2023):
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 500K / month Β· π¦ 82 Β· β±οΈ 22.08.2023):
```
- pip install memray
+ pip install line_profiler
```
-- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 67K Β· β±οΈ 26.09.2023):
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 440K Β· β±οΈ 27.09.2023):
```
- conda install -c conda-forge memray
+ conda install -c conda-forge line_profiler
```
line_profiler (π₯29 Β· β 2.1K) - Line-by-line profiling for Python. BSD-3
+Diamond (π₯29 Β· β 1.7K Β· π€) - Diamond is a python daemon that collects system metrics and publishes.. MIT
-- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 41 Β· π 100 Β· π 93 - 47% open Β· β±οΈ 21.08.2023):
+- [GitHub](https://github.com/python-diamond/Diamond) (π¨βπ» 390 Β· π 600 Β· π¦ 150 Β· π 300 - 44% open Β· β±οΈ 29.01.2023):
```
- git clone https://github.com/pyutils/line_profiler
+ git clone https://github.com/python-diamond/Diamond
```
-- [PyPi](https://pypi.org/project/line_profiler) (π₯ 470K / month Β· π¦ 82 Β· β±οΈ 22.08.2023):
+- [PyPi](https://pypi.org/project/diamond) (π₯ 11K / month Β· π¦ 34 Β· β±οΈ 25.11.2016):
```
- pip install line_profiler
+ pip install diamond
```
-- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 430K Β· β±οΈ 27.09.2023):
+memory-profiler (π₯28 Β· β 4K) - Monitor Memory usage of Python code. BSD-3
+
+- [GitHub](https://github.com/pythonprofilers/memory_profiler) (π¨βπ» 100 Β· π 370 Β· π 250 - 53% open Β· β±οΈ 21.07.2023):
+
```
- conda install -c conda-forge line_profiler
+ git clone https://github.com/pythonprofilers/memory_profiler
+ ```
+- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 870K / month Β· π¦ 210 Β· β±οΈ 15.11.2022):
+ ```
+ pip install memory_profiler
+ ```
+- [Conda](https://anaconda.org/conda-forge/memory_profiler) (π₯ 370K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge memory_profiler
```
Yappi (π₯28 Β· β 1.2K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 28 Β· π 67 Β· π¦ 1K Β· π 75 - 32% open Β· β±οΈ 29.05.2023):
+- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 28 Β· π 66 Β· π¦ 1K Β· π 75 - 32% open Β· β±οΈ 29.05.2023):
```
git clone https://github.com/sumerc/yappi
@@ -2792,29 +3031,15 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge yappi
```
Diamond (π₯27 Β· β 1.7K Β· π€) - Diamond is a python daemon that collects system metrics and publishes.. MIT
-
-- [GitHub](https://github.com/python-diamond/Diamond) (π¨βπ» 390 Β· π 570 Β· π¦ 150 Β· π 240 - 27% open Β· β±οΈ 29.01.2023):
-
- ```
- git clone https://github.com/python-diamond/Diamond
- ```
-- [PyPi](https://pypi.org/project/diamond) (π₯ 11K / month):
- ```
- pip install diamond
- ```
-Show 10 hidden projects...
+Show 8 hidden projects...
-- Glances (π₯35 Β· β 24K) - Glances an Eye on your system. A top/htop alternative for.. βUnlicensed
-- Bpytop (π₯28 Β· β 9.5K Β· π) - Linux/OSX/FreeBSD resource monitor. Apache-2
-- memory-profiler (π₯22 Β· β 4K) - Monitor Memory usage of Python code. βUnlicensed
-- vprof (π₯22 Β· β 3.9K Β· π) - Visual profiler for Python. BSD-2
+- Bpytop (π₯27 Β· β 9.5K Β· π) - Linux/OSX/FreeBSD resource monitor. Apache-2
+- memory_profiler (π₯26 Β· β 4K Β· π) - Monitor Memory usage of Python code. BSD-3
+- pympler (π₯26 Β· β 1.1K Β· π) - Development tool to measure, monitor and analyze the memory.. Apache-2
+- vprof (π₯23 Β· β 3.9K Β· π) - Visual profiler for Python. BSD-2
- Profiling (π₯21 Β· β 3K Β· π) - Was an interactive continuous Python profiler. BSD-3
-- pympler (π₯21 Β· β 1.1K Β· π) - Development tool to measure, monitor and analyze the memory.. Apache-2
-- heartrate (π₯19 Β· β 1.7K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
-- pyheat (π₯19 Β· β 780 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
-- memory_profiler (π₯15 Β· β 83 Β· π) - Monitor Memory usage of Python code. βUnlicensed
+- heartrate (π₯20 Β· β 1.7K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
+- pyheat (π₯18 Β· β 780 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
- livepython (π₯12 Β· β 2.5K Β· π) - Visually trace Python code in real-time. MIT
@@ -2823,23 +3048,23 @@ This curated list contains 270 awesome open-source projects with a total of 870K
-executing (π₯30 Β· β 260) - Get information about what a Python frame is currently doing,.. MIT
+executing (π₯31 Β· β 260) - Get information about what a Python frame is currently doing,.. MIT
-- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 9 Β· π 27 Β· π¦ 110K Β· π 33 - 42% open Β· β±οΈ 24.09.2023):
+- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 9 Β· π 27 Β· π¦ 110K Β· π 34 - 32% open Β· β±οΈ 30.09.2023):
```
git clone https://github.com/alexmojaki/executing
```
-- [PyPi](https://pypi.org/project/executing) (π₯ 15M / month):
+- [PyPi](https://pypi.org/project/executing) (π₯ 17M / month):
```
pip install executing
```
-- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 9.1M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 9.2M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge executing
```
typed_ast (π₯30 Β· β 220) - Modified fork of CPythons ast module that parses `# type:` comments. Apache-2
+typed_ast (π₯30 Β· β 220) - Modified fork of CPythons ast module that parses `# type:` comments. Apache-2
- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 26 Β· π 56 Β· π 87 - 1% open Β· β±οΈ 03.07.2023):
@@ -2855,50 +3080,50 @@ This curated list contains 270 awesome open-source projects with a total of 870K
conda install -c conda-forge typed-ast
```
gast (π₯29 Β· β 130) - Python AST that abstracts the underlying Python version. BSD-3
+astor (π₯28 Β· β 740) - Python AST read/write. BSD-3
-- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 30 Β· π¦ 130K Β· π 33 - 9% open Β· β±οΈ 29.04.2023):
+- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 33 Β· π 98 Β· π 120 - 33% open Β· β±οΈ 06.09.2023):
```
- git clone https://github.com/serge-sans-paille/gast
+ git clone https://github.com/berkerpeksag/astor
```
-- [PyPi](https://pypi.org/project/gast) (π₯ 13M / month Β· π¦ 2K Β· β±οΈ 29.04.2023):
+- [PyPi](https://pypi.org/project/astor) (π₯ 5M / month Β· π¦ 2.2K Β· β±οΈ 10.12.2019):
```
- pip install gast
+ pip install astor
```
-- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 2.4M Β· β±οΈ 03.07.2023):
+- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 2.2M Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge gast
+ conda install -c conda-forge astor
```
astor (π₯28 Β· β 740) - Python AST read/write. BSD-3
+gast (π₯27 Β· β 130 Β· π) - Python AST that abstracts the underlying Python version. BSD-3
-- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 33 Β· π 98 Β· π 120 - 33% open Β· β±οΈ 06.09.2023):
+- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 30 Β· π¦ 130K Β· π 33 - 9% open Β· β±οΈ 29.04.2023):
```
- git clone https://github.com/berkerpeksag/astor
+ git clone https://github.com/serge-sans-paille/gast
```
-- [PyPi](https://pypi.org/project/astor) (π₯ 5.1M / month Β· π¦ 2.2K Β· β±οΈ 10.12.2019):
+- [PyPi](https://pypi.org/project/gast) (π₯ 12M / month Β· π¦ 2K Β· β±οΈ 29.04.2023):
```
- pip install astor
+ pip install gast
```
-- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 2.2M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 2.5M Β· β±οΈ 03.07.2023):
```
- conda install -c conda-forge astor
+ conda install -c conda-forge gast
```
asteval (π₯26 Β· β 160) - minimalistic evaluator of python expression using ast module. MIT
-- [GitHub](https://github.com/newville/asteval) (π¨βπ» 24 Β· π 38 Β· π 64 - 4% open Β· β±οΈ 16.07.2023):
+- [GitHub](https://github.com/newville/asteval) (π¨βπ» 24 Β· π 38 Β· π 64 - 4% open Β· β±οΈ 02.10.2023):
```
git clone https://github.com/newville/asteval
```
-- [PyPi](https://pypi.org/project/asteval) (π₯ 270K / month Β· π¦ 180 Β· β±οΈ 24.05.2022):
+- [PyPi](https://pypi.org/project/asteval) (π₯ 280K / month Β· π¦ 180 Β· β±οΈ 24.05.2022):
```
pip install asteval
```
-- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 320K Β· β±οΈ 16.07.2023):
+- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 330K Β· β±οΈ 16.07.2023):
```
conda install -c conda-forge asteval
```
@@ -2913,9 +3138,9 @@ This curated list contains 270 awesome open-source projects with a total of 870K
-pre-commit (π₯42 Β· β 11K) - A framework for managing and maintaining multi-language pre-commit.. MIT
+pre-commit (π₯41 Β· β 11K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 150 Β· π 750 Β· π₯ 660K Β· π¦ 150K Β· π 1.9K - 1% open Β· β±οΈ 26.09.2023):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 150 Β· π 750 Β· π₯ 670K Β· π¦ 150K Β· π 1.9K - 1% open Β· β±οΈ 03.10.2023):
```
git clone https://github.com/pre-commit/pre-commit
@@ -2924,7 +3149,7 @@ This curated list contains 270 awesome open-source projects with a total of 870K
```
pip install pre-commit
```
-- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 3.7M Β· β±οΈ 12.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 3.7M Β· β±οΈ 29.09.2023):
```
conda install -c conda-forge pre-commit
```
diff --git a/history/2023-10-05_changes.md b/history/2023-10-05_changes.md
new file mode 100644
index 0000000..e8e5b03
--- /dev/null
+++ b/history/2023-10-05_changes.md
@@ -0,0 +1,20 @@
+## π Trending Up
+
+_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
+
+- pycodestyle (π₯38 Β· β 4.9K Β· π) - Simple Python style checker in one Python file. MIT
+- pytest-xdist (π₯36 Β· β 1.2K Β· π) - pytest plugin for distributed testing and loop-on-.. MIT Apache-2
+- hacking (π₯28 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 BSD-3
+
+## π Trending Down
+
+_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
+
+- pytest (π₯47 Β· β 11K Β· π) - The pytest framework makes it easy to write small tests, yet.. MIT BSD-3
+- rebound (π₯22 Β· β 4K Β· π) - Command-line tool that instantly fetches Stack Overflow.. βUnlicensed
+- xdoctest (π₯19 Β· β 190 Β· π) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
+- PrettyErrors (π₯18 Β· β 2.7K Β· π) - Prettify Python exception output to make it legible. MIT
+
diff --git a/history/2023-10-05_projects.csv b/history/2023-10-05_projects.csv
new file mode 100644
index 0000000..5738a84
--- /dev/null
+++ b/history/2023-10-05_projects.csv
@@ -0,0 +1,269 @@
+,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,updated_github_id,pypi_id,conda_id,labels,dependent_project_count,github_dependent_project_count,pypi_url,pypi_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,trending,github_release_downloads,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_dependent_project_count,cargo_monthly_downloads,cargo_total_downloads,conda_forge
+0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2023-09-28 17:01:42.000,2023-09-28 17:01:41,269.0,22.0,150.0,51.0,161.0,1.0,2.0,2021.0,2023-09-28 17:01:59.000,2023.09.28,100.0,12.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,https://github.com/mkdocs/catalog,https://github.com/mkdocs/catalog,CC-BY-SA-4.0,2022-04-17 07:48:22.000,2023-09-30 11:51:07.000,2023-09-30 11:51:06,211.0,29.0,25.0,11.0,125.0,4.0,11.0,454.0,2023-06-29 18:48:34.000,2023.06.29,68.0,17.0,0,True,mkdocs/catalog,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,,https://packaging.python.org/overview/,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,,https://docs.python.org/3/library/unittest.html,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2023-10-03 11:47:20.000,2023-10-03 11:47:19,15351.0,187.0,2394.0,192.0,5271.0,832.0,4643.0,10655.0,2023-09-07 18:56:03.000,7.4.2,164.0,913.0,47,True,,pytest,conda-forge/pytest,['pytest'],1054990.0,1037916.0,https://pypi.org/project/pytest,2023-09-07 18:45:52.000,17074.0,85552925.0,86187540.0,https://anaconda.org/conda-forge/pytest,2023-09-07 23:17:51.935,22846152.0,1.0,-1.0,,,,,,,,,,,,,,,,,,
+5,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2023-10-05 07:29:26.000,2023-10-05 07:29:25,14155.0,209.0,2976.0,311.0,5306.0,1043.0,6018.0,8963.0,2023-07-22 09:17:31.000,23.2.1,134.0,750.0,47,True,,pip,conda-forge/pip,,165082.0,153967.0,https://pypi.org/project/pip,2023-07-22 09:17:31.000,11115.0,168177082.0,170412839.0,https://anaconda.org/conda-forge/pip,2023-07-22 11:20:31.783,91666062.0,1.0,,,,,,,,,,,,,,,,,,,
+6,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2023-10-05 08:32:39.000,2023-10-04 23:42:35,1668.0,86.0,2137.0,228.0,1508.0,372.0,2027.0,33790.0,2023-09-11 00:38:59.000,23.9.1,49.0,401.0,46,True,,black,conda-forge/black,,433012.0,420549.0,https://pypi.org/project/black,2023-09-11 00:38:59.000,12463.0,28885867.0,29102484.0,https://anaconda.org/conda-forge/black,2023-09-11 17:19:01.299,8413044.0,1.0,,49412.0,,,,,,,,,,,,,,,,,
+7,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2023-10-05 03:55:52.000,2023-10-03 13:24:09,8596.0,196.0,1890.0,361.0,1814.0,190.0,3891.0,24167.0,2023-10-03 13:23:00.000,2023.10.3,379.0,484.0,46,True,,pipenv,conda-forge/pipenv,,113411.0,112154.0,https://pypi.org/project/pipenv,2023-10-03 13:24:03.000,1257.0,11482619.0,11485776.0,https://anaconda.org/conda-forge/pipenv,2023-10-03 17:41:12.347,129465.0,1.0,,,,,,,,,,,,,,,,,,,
+8,setuptools,pypa/setuptools,build-tools,Official project repository for the Setuptools build system.,,https://github.com/pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2023-10-03 15:21:33.000,2023-09-29 10:09:30,14146.0,191.0,1044.0,90.0,1445.0,570.0,1803.0,2150.0,2023-09-12 17:22:21.000,68.2.2,552.0,582.0,46,True,,setuptools,conda-forge/setuptools,,437201.0,398588.0,https://pypi.org/project/setuptools,2023-09-12 17:22:04.000,38613.0,352277636.0,354558784.0,https://anaconda.org/conda-forge/setuptools,2023-09-12 19:55:09.802,93527088.0,1.0,,,,,,,,,,,,,,,,,,,
+9,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2023-10-04 22:54:54.000,2023-10-04 17:58:28,11535.0,184.0,2663.0,235.0,6598.0,2444.0,7263.0,16541.0,2023-08-16 16:53:18.000,1.5.1,108.0,672.0,45,True,,mypy,conda-forge/mypy,,216393.0,207187.0,https://pypi.org/project/mypy,2023-08-16 16:53:18.000,9206.0,19459258.0,19545825.0,https://anaconda.org/conda-forge/mypy,2023-09-23 04:32:23.867,3462711.0,1.0,,,,,,,,,,,,,,,,,,,
+10,psutil,giampaolo/psutil,profiling,Cross-platform lib for process and system monitoring in Python.,,https://github.com/giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2023-10-04 12:46:13.000,2023-10-04 12:46:12,5970.0,29.0,1346.0,236.0,650.0,281.0,1406.0,9568.0,2023-07-20 15:38:39.940,0.1.0,90.0,198.0,45,True,,psutil,conda-forge/psutil,,390340.0,372911.0,https://pypi.org/project/psutil,2023-04-17 18:27:02.245,17429.0,111796584.0,112465836.0,https://anaconda.org/conda-forge/psutil,2023-09-22 07:35:14.305,26100843.0,1.0,,,,,,,,,,,,,,,,,,,
+11,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2023-10-05 14:03:32.000,2023-10-05 14:03:32,20447.0,326.0,1977.0,147.0,5036.0,1207.0,5498.0,5666.0,2023-09-13 23:13:23.000,7.2.6,198.0,790.0,45,True,,sphinx,conda-forge/sphinx,['sphinx'],395090.0,332243.0,https://pypi.org/project/sphinx,2023-09-13 23:13:23.000,62847.0,11535371.0,11738293.0,https://anaconda.org/conda-forge/sphinx,2023-09-13 23:26:46.261,8319821.0,1.0,,,,,,,,,,,,,,,,,,,
+12,rich,Textualize/rich,logging,Rich is a Python library for rich text and beautiful formatting in the terminal.,,https://github.com/Textualize/rich,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000,2023-10-03 09:49:01.000,2023-09-30 14:09:52,3849.0,61.0,1659.0,542.0,1026.0,190.0,1037.0,44944.0,2023-09-30 14:13:00.000,13.6.0,189.0,227.0,44,True,,rich,conda-forge/rich,,132542.0,127350.0,https://pypi.org/project/rich,2023-09-30 14:10:36.000,5192.0,32344975.0,32477617.0,https://anaconda.org/conda-forge/rich,2023-09-30 19:12:41.298,5173043.0,1.0,,,,,,,,,,,,,,,,,,,
+13,tqdm,tqdm/tqdm,logging,"A Fast, Extensible Progress Bar for Python and CLI.",,https://github.com/tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000,2023-10-04 17:08:10.000,2023-08-10 10:52:15,1964.0,22.0,1319.0,210.0,529.0,464.0,577.0,25908.0,2023-08-10 11:59:02.000,4.66.1,135.0,112.0,43,True,,tqdm,conda-forge/tqdm,,584897.0,557335.0,https://pypi.org/project/tqdm,2023-08-10 11:38:57.000,27562.0,75117730.0,75699973.0,https://anaconda.org/conda-forge/tqdm,2023-08-10 12:44:00.709,23282528.0,1.0,,11278.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2023-08-26 01:32:37.879259,2.0,4114.0,,,,,,,,,,,,
+14,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter, written in Rust.",,https://github.com/astral-sh/ruff,https://github.com/astral-sh/ruff,MIT,2022-08-09 17:17:44.000,2023-10-05 13:49:30.000,2023-10-05 12:16:14,5225.0,1222.0,569.0,70.0,4741.0,499.0,2446.0,18014.0,2023-10-02 17:15:00.000,0.0.292,266.0,267.0,43,True,astral-sh/ruff,ruff,conda-forge/ruff,,19467.0,18177.0,https://pypi.org/project/ruff,2023-10-02 16:44:32.000,1290.0,5859562.0,5899148.0,https://anaconda.org/conda-forge/ruff,2023-10-03 03:40:48.658,360596.0,1.0,,68059.0,,,,,,,,,,,,,,,,,
+15,conda,conda/conda,dependency-managers,"A system-level, binary package and environment manager running on all major operating systems and platforms.",,https://github.com/conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2023-10-05 13:14:34.000,2023-10-04 23:09:02,16540.0,152.0,1414.0,194.0,3864.0,722.0,8584.0,5732.0,2023-09-27 19:49:06.000,23.9.0,100.0,441.0,43,True,,conda,conda-forge/conda,,44339.0,43243.0,https://pypi.org/project/conda,2017-04-22 23:43:59.218,1096.0,52129.0,1197635.0,https://anaconda.org/conda-forge/conda,2023-10-02 06:07:43.585,46965755.0,1.0,,,,,,,,,,,,,,,,,,,
+16,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2023-10-04 07:41:58.000,2023-10-04 07:41:55,8402.0,36.0,502.0,114.0,588.0,51.0,1320.0,5512.0,2023-10-02 09:20:35.000,0.19.1,34.0,165.0,43,True,,jedi,conda-forge/jedi,,358867.0,350394.0,https://pypi.org/project/jedi,2023-10-02 09:20:35.000,8473.0,32020167.0,32495904.0,https://anaconda.org/conda-forge/jedi,2023-10-03 09:44:27.309,19029508.0,1.0,,,,,,,,,,,,,,,,,,,
+17,pylint,PyCQA/pylint,linters,Its not just a linter that annoys you!.,,https://github.com/pylint-dev/pylint,https://github.com/pylint-dev/pylint,GPL-2.0,2015-12-09 05:40:02.000,2023-10-04 20:56:59.000,2023-10-04 12:27:40,8952.0,233.0,1037.0,76.0,3961.0,778.0,4371.0,4853.0,2023-10-02 17:22:47.000,3.0.0,180.0,543.0,43,True,pylint-dev/pylint,pylint,conda-forge/pylint,,408016.0,385246.0,https://pypi.org/project/pylint,2023-10-02 17:22:47.000,22770.0,18797309.0,18911162.0,https://anaconda.org/conda-forge/pylint,2023-10-03 00:50:35.926,4554152.0,1.0,,,,,,,,,,,,,,,,,,,
+18,mkdocs-material,squidfunk/mkdocs-material,documentation,Documentation that simply works.,,https://github.com/squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2023-10-05 15:01:30.000,2023-10-05 14:45:36,5754.0,381.0,3078.0,124.0,2569.0,34.0,2012.0,15659.0,2023-10-02 09:20:46.000,9.4.3,348.0,232.0,42,True,,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],38522.0,37551.0,https://pypi.org/project/mkdocs-material,2023-10-02 09:20:46.000,971.0,3138968.0,3146659.0,https://anaconda.org/conda-forge/mkdocs-material,2023-10-02 10:38:28.691,315366.0,1.0,,,,,,,,,,,,,,,,,,,
+19,pyinstaller,pyinstaller/pyinstaller,packaging,Freeze (package) Python programs into stand-alone executables.,,https://github.com/pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2023-10-05 11:25:28.000,2023-10-05 06:15:02,8998.0,155.0,1928.0,232.0,2257.0,263.0,4767.0,10639.0,2023-09-22 23:31:12.000,6.0.0,57.0,459.0,42,True,,pyinstaller,conda-forge/pyinstaller,,49331.0,48970.0,https://pypi.org/project/pyinstaller,2023-09-22 23:28:57.000,361.0,1660600.0,1681643.0,https://anaconda.org/conda-forge/pyinstaller,2023-09-25 11:19:40.117,492178.0,1.0,,741729.0,,,,,,,,,,,,,,,,,
+20,robotframework,robotframework/robotframework,testing,Generic automation framework for acceptance testing and RPA.,,https://github.com/robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2023-10-04 21:41:51.000,2023-10-04 21:39:05,14217.0,105.0,2150.0,478.0,674.0,296.0,3931.0,8373.0,2023-07-28 19:29:00.000,6.1.1,120.0,187.0,42,True,,robotframework,conda-forge/robotframework,,9953.0,8837.0,https://pypi.org/project/robotframework,2023-07-28 19:27:05.000,1116.0,1758159.0,1763160.0,https://anaconda.org/conda-forge/robotframework,2023-07-28 20:32:29.432,154884.0,1.0,,553.0,,,,,,,,,,,,,,,,,
+21,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2023-10-03 07:31:57.000,2023-10-03 03:08:30,734.0,43.0,1043.0,169.0,1315.0,17.0,1282.0,4557.0,2023-09-08 14:38:13.000,20.24.5,211.0,264.0,42,True,,virtualenv,conda-forge/virtualenv,,335971.0,317996.0,https://pypi.org/project/virtualenv,2023-09-08 14:36:59.000,17975.0,102152846.0,102301664.0,https://anaconda.org/conda-forge/virtualenv,2023-08-30 19:19:12.197,5357475.0,2.0,,,,,,,,,,,,,,,,,,,
+22,flake8,PyCQA/flake8,linters,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script.,,https://github.com/PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2023-10-03 16:55:48.000,2023-10-03 16:55:47,2419.0,33.0,293.0,38.0,342.0,26.0,1506.0,3025.0,2023-07-29 19:05:02.000,6.1.0,88.0,172.0,42,True,,flake8,conda-forge/flake8,,538243.0,492879.0,https://pypi.org/project/flake8,2023-07-29 19:05:02.000,45364.0,24466272.0,24631367.0,https://anaconda.org/conda-forge/flake8,2023-07-31 20:03:25.549,6768925.0,1.0,,,,,,,,,,,,,,,,,,,
+23,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2023-10-02 15:12:36.000,2023-09-18 21:23:33,1963.0,37.0,2311.0,227.0,1191.0,129.0,1752.0,17159.0,2023-09-18 21:27:59.000,1.5.3,60.0,243.0,41,True,,mkdocs,conda-forge/mkdocs,['mkdocs'],54655.0,50123.0,https://pypi.org/project/mkdocs,2023-09-18 21:26:09.000,4532.0,2409128.0,2419640.0,https://anaconda.org/conda-forge/mkdocs,2023-09-19 01:25:40.888,294351.0,1.0,,,,,,,,,,,,,,,,,,,
+24,yapf,google/yapf,formatters,A formatter for Python files.,,https://github.com/google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2023-10-04 03:42:22.000,2023-09-29 21:23:58,1321.0,26.0,933.0,215.0,345.0,365.0,453.0,13427.0,2023-09-22 18:40:43.000,0.40.2,74.0,150.0,41,True,,yapf,conda-forge/yapf,,86172.0,83863.0,https://pypi.org/project/yapf,2023-09-22 18:40:43.000,2309.0,4992563.0,5046186.0,https://anaconda.org/conda-forge/yapf,2023-07-26 16:15:22.726,1608712.0,2.0,,,,,,,,,,,,,,,,,,,
+25,pre-commit,pre-commit/pre-commit,others,A framework for managing and maintaining multi-language pre-commit hooks.,,https://github.com/pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2023-10-03 16:57:11.000,2023-10-03 16:57:10,2596.0,41.0,748.0,87.0,1126.0,21.0,1840.0,11016.0,2023-09-02 17:13:27.000,3.4.0,186.0,154.0,41,True,,pre-commit,conda-forge/pre-commit,,157639.0,151730.0,https://pypi.org/project/pre-commit,2023-09-02 17:09:40.000,5909.0,14257845.0,14376944.0,https://anaconda.org/conda-forge/pre-commit,2023-09-29 21:18:07.475,3737447.0,1.0,,669786.0,,,,,,,,,,,,,,,,,
+26,hypothesis,HypothesisWorks/hypothesis,testing,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",,https://github.com/HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2023-10-04 19:55:20.000,2023-10-01 07:07:47,13295.0,153.0,564.0,72.0,2318.0,44.0,1400.0,6940.0,2023-09-25 01:11:02.000,6.87.0,1088.0,316.0,41,True,,hypothesis,conda-forge/hypothesis,,24953.0,22686.0,https://pypi.org/project/hypothesis,2023-10-01 07:07:50.000,2267.0,6060577.0,6259563.0,https://anaconda.org/conda-forge/hypothesis,2023-10-01 09:19:40.320,8158436.0,1.0,,,,,,,,,,,,,,,,,,,
+27,poetry,python-poetry/poetry,dependency-managers,Python packaging and dependency management made easy.,,https://github.com/python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2023-10-05 13:20:05.000,2023-10-03 15:53:43,2968.0,62.0,2042.0,185.0,2516.0,630.0,4687.0,26903.0,2023-08-21 17:53:20.000,1.6.1,164.0,487.0,40,True,,poetry,conda-forge/poetry,,289.0,,https://pypi.org/project/poetry,2023-08-21 17:53:20.000,289.0,23656032.0,23920216.0,https://anaconda.org/conda-forge/poetry,2023-08-21 20:30:34.699,1016823.0,2.0,,15280946.0,,,,,,,,,,,,,,,,,
+28,isort,PyCQA/isort,formatters,A Python utility / library to sort imports.,,https://github.com/PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2023-10-03 00:27:57.000,2023-09-29 17:45:43,4112.0,23.0,541.0,48.0,946.0,178.0,1063.0,6036.0,2023-01-31 16:31:31.154,5.8.0,143.0,288.0,40,True,,isort,conda-forge/isort,,435961.0,418084.0,https://pypi.org/project/isort,2023-01-31 16:31:31.154,17877.0,27129227.0,27190543.0,https://anaconda.org/conda-forge/isort,2023-06-16 13:18:02.201,5334557.0,2.0,,,,,,,,,,,,,,,,,,,
+29,tox,tox-dev/tox,testing,Command line driven CI frontend and development task automation tool.,,https://github.com/tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2023-10-02 18:17:42.000,2023-10-02 18:17:41,662.0,49.0,494.0,43.0,1356.0,69.0,1581.0,3368.0,2023-09-08 22:45:32.000,4.11.3,208.0,290.0,40,True,,tox,conda-forge/tox,['pytest'],127527.0,105300.0,https://pypi.org/project/tox,2023-09-08 22:45:32.000,22227.0,13440637.0,13460123.0,https://anaconda.org/conda-forge/tox,2023-09-09 02:01:04.061,798929.0,1.0,,,,,,,,,,,,,,,,,,,
+30,Nuitka,Nuitka/Nuitka,packaging,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8,..",,https://github.com/Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2023-10-04 10:41:10.000,2023-09-29 13:45:53,11430.0,436.0,518.0,131.0,327.0,151.0,1819.0,9781.0,2023-09-19 11:32:09.000,1.8.2,273.0,155.0,39,True,,nuitka,conda-forge/nuitka,,1570.0,1509.0,https://pypi.org/project/nuitka,2023-09-29 17:27:10.000,61.0,85791.0,99907.0,https://anaconda.org/conda-forge/nuitka,2023-09-28 20:11:22.834,578777.0,1.0,,,,,,,,,,,,,,,,,,,
+31,pip-tools,jazzband/pip-tools,dependency-managers,A set of tools to keep your pinned Python dependencies fresh.,,https://github.com/jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2023-10-04 20:19:16.000,2023-09-30 09:58:06,2050.0,74.0,593.0,100.0,973.0,148.0,853.0,7114.0,2023-08-08 23:42:23.000,7.3.0,119.0,201.0,39,True,,pip-tools,conda-forge/pip-tools,,25392.0,22920.0,https://pypi.org/project/pip-tools,2023-08-08 23:42:23.000,2472.0,10596595.0,10599590.0,https://anaconda.org/conda-forge/pip-tools,2023-08-09 01:51:06.267,122830.0,2.0,,,,,,,,,,,,,,,,,,,
+32,sentry-sdk,getsentry/sentry-python,logging,The official Python SDK for Sentry.io.,,https://github.com/getsentry/sentry-python,https://github.com/getsentry/sentry-python,MIT,2018-06-18 22:51:10.000,2023-10-04 17:19:04.000,2023-10-04 14:37:58,1935.0,103.0,394.0,71.0,1351.0,157.0,860.0,1616.0,2023-09-13 11:09:57.000,1.31.0,109.0,191.0,39,True,,sentry-sdk,conda-forge/sentry-sdk,,50071.0,50071.0,https://pypi.org/project/sentry-sdk,,,21924244.0,21940046.0,https://anaconda.org/conda-forge/sentry-sdk,2023-09-13 14:04:23.642,628824.0,1.0,,3290.0,,,,,,,,,,,,,,,,,
+33,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2023-10-03 13:28:26.000,2023-10-02 22:13:22,766.0,47.0,648.0,129.0,148.0,110.0,741.0,16166.0,2023-09-11 15:25:24.000,0.7.2,21.0,50.0,38,True,,loguru,conda-forge/loguru,,66191.0,63313.0,https://pypi.org/project/loguru,2023-09-11 15:24:35.000,2878.0,16264895.0,16305984.0,https://anaconda.org/conda-forge/loguru,2023-09-24 09:55:27.841,1684653.0,2.0,,,,,,,,,,,,,,,,,,,
+34,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2023-10-05 02:54:49.000,2023-10-05 02:54:45,6635.0,314.0,1132.0,110.0,816.0,13.0,4564.0,10947.0,2023-10-04 02:35:14.000,1.1.330,414.0,98.0,38,True,,,,,644.0,632.0,,,,,697269.0,,,,2.0,,942.0,,,,,,pyright,https://www.npmjs.com/package/pyright,2023-10-04 02:28:07.119,12.0,697220.0,,,,,,,
+35,pycodestyle,PyCQA/pycodestyle,linters,Simple Python style checker in one Python file.,,https://github.com/PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,MIT,2009-10-02 00:43:37.000,2023-10-03 16:55:46.000,2023-10-03 16:55:45,1435.0,60.0,740.0,118.0,491.0,110.0,615.0,4914.0,2023-07-29 17:19:52.000,2.11.0,18.0,132.0,38,True,,pycodestyle,conda-forge/pycodestyle,,11623.0,16.0,https://pypi.org/project/pycodestyle,2023-07-29 17:19:52.000,11607.0,33270772.0,33496995.0,https://anaconda.org/conda-forge/pycodestyle,2023-07-30 14:00:03.599,7012921.0,1.0,7.0,,,,,,,,,,,,,,,,,,
+36,sphinx_rtd_theme,readthedocs/sphinx_rtd_theme,documentation,Sphinx theme for readthedocs.org.,,https://github.com/readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2023-09-28 11:19:52.000,2023-08-29 23:16:22,1470.0,16.0,1751.0,165.0,703.0,245.0,617.0,4475.0,2023-08-21 18:28:32.000,1.3.0,49.0,115.0,38,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],7493.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2023-08-29 23:14:50.000,7477.0,4192921.0,4282675.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2023-08-22 09:02:27.150,3590167.0,2.0,,,,,,,,,,,,,,,,,,,
+37,autopep8,hhatto/autopep8,formatters,A tool that automatically formats Python code to conform to the PEP 8 style guide.,,https://github.com/hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2023-08-27 14:12:45.000,2023-08-27 14:12:45,2833.0,14.0,298.0,72.0,229.0,122.0,360.0,4427.0,2023-08-26 13:59:08.000,2.0.4,75.0,59.0,38,True,,autopep8,conda-forge/autopep8,,197115.0,191201.0,https://pypi.org/project/autopep8,2023-08-26 13:49:56.000,5914.0,3869916.0,3902559.0,https://anaconda.org/conda-forge/autopep8,2023-08-26 14:51:03.645,1305728.0,3.0,,,,,,,,,,,,,,,,,,,
+38,pytest-cov,pytest-dev/pytest-cov,testing,Coverage plugin for pytest.,,https://github.com/pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2023-09-19 12:05:20.000,2023-05-24 18:28:10,920.0,,206.0,39.0,239.0,139.0,239.0,1538.0,2023-05-24 18:44:54.000,4.1.0,45.0,86.0,37,True,,pytest-cov,conda-forge/pytest-cov,['pytest'],311534.0,277172.0,https://pypi.org/project/pytest-cov,2023-05-24 18:44:54.000,34362.0,34171402.0,34277050.0,https://anaconda.org/conda-forge/pytest-cov,2023-06-16 13:15:36.736,9614049.0,1.0,,,,,,,,,,,,,,,,,,,
+39,wheel,pypa/wheel,build-tools,The official binary distribution format for Python.,,https://github.com/pypa/wheel,https://github.com/pypa/wheel,MIT,2017-07-25 20:24:25.000,2023-10-03 00:40:33.000,2023-09-26 08:02:40,899.0,26.0,141.0,31.0,199.0,38.0,339.0,448.0,2023-08-22 09:30:57.000,0.41.2,75.0,74.0,37,True,,wheel,conda-forge/wheel,,266723.0,229797.0,https://pypi.org/project/wheel,2023-08-22 09:30:57.000,36926.0,247828725.0,249866107.0,https://anaconda.org/conda-forge/wheel,2023-08-22 10:40:09.822,77420542.0,1.0,,,,,,,,,,,,,,,,,,,
+40,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2023-10-01 09:36:40.000,2023-09-23 07:22:30,5181.0,80.0,1393.0,503.0,758.0,209.0,1485.0,23575.0,2023-05-18 15:52:21.000,3.4.0.2,96.0,175.0,36,True,,glances,conda-forge/glances,,771.0,720.0,https://pypi.org/project/glances,2022-05-26 08:29:00.000,51.0,175396.0,177681.0,https://anaconda.org/conda-forge/glances,2023-06-05 20:53:05.651,206585.0,1.0,,1548.0,,,,,,,,,,,,,,,,,
+41,pyautogui,asweigart/pyautogui,testing,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,,https://github.com/asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2023-10-03 15:34:01.000,2023-06-07 11:16:23,408.0,,1091.0,186.0,157.0,455.0,225.0,8681.0,2023-05-24 20:13:07.561,0.9.54,51.0,52.0,36,True,,pyautogui,conda-forge/pyautogui,,28139.0,27339.0,https://pypi.org/project/pyautogui,2021-07-07 17:05:04.000,800.0,674191.0,677127.0,https://anaconda.org/conda-forge/pyautogui,2023-06-12 20:13:48.004,208492.0,2.0,,,,,,,,,,,,,,,,,,,
+42,bandit,PyCQA/bandit,security,Bandit is a tool designed to find common security issues in Python code.,,https://github.com/PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2023-10-04 17:36:13.000,2023-09-28 02:59:19,1323.0,10.0,548.0,66.0,402.0,195.0,459.0,5499.0,2023-03-10 01:08:04.773,1.7.5,36.0,173.0,36,True,,bandit,conda-forge/bandit,,46082.0,44296.0,https://pypi.org/project/bandit,2023-03-10 01:08:04.773,1786.0,3194109.0,3201506.0,https://anaconda.org/conda-forge/bandit,2023-09-25 08:07:42.894,265924.0,1.0,,737.0,,,,,,,,,,,,,,,,,
+43,buildbot,buildbot/buildbot,build-tools,Python-based continuous integration testing framework; your pull requests are more than welcome!.,,https://github.com/buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2023-10-04 16:23:09.000,2023-09-24 18:41:59,24181.0,446.0,1640.0,202.0,5541.0,698.0,847.0,5080.0,2023-09-03 09:48:42.000,3.9.2,125.0,850.0,36,True,,buildbot,conda-forge/buildbot,,791.0,334.0,https://pypi.org/project/buildbot,2023-09-03 09:48:42.000,457.0,30560.0,33199.0,https://anaconda.org/conda-forge/buildbot,2023-09-03 11:43:28.850,88470.0,2.0,,33313.0,,,,,,,,,,,,,,,,,
+44,invoke,pyinvoke/invoke,build-tools,Pythonic task management & command execution.,,https://github.com/pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2023-09-23 23:30:59.000,2023-09-23 23:30:57,3698.0,4.0,352.0,93.0,245.0,375.0,402.0,4082.0,2023-07-12 18:05:35.085,2.2.0,65.0,60.0,36,True,,invoke,conda-forge/invoke,,25370.0,22596.0,https://pypi.org/project/invoke,2023-07-12 18:05:35.085,2774.0,6109029.0,6137309.0,https://anaconda.org/conda-forge/invoke,2023-07-13 01:13:36.486,933252.0,2.0,,,,,,,,,,,,,,,,,,,
+45,wemake-python-styleguide,wemake-services/wemake-python-styleguide,linters,The strictest and most opinionated python linter ever!.,,https://github.com/wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2023-10-04 05:50:15.000,2023-10-03 06:45:20,2292.0,59.0,372.0,29.0,1687.0,111.0,960.0,2303.0,2023-05-31 14:30:27.000,0.18.0,56.0,182.0,36,True,,wemake-python-styleguide,,,15411.0,15364.0,https://pypi.org/project/wemake-python-styleguide,2020-01-19 11:56:48.000,47.0,159601.0,159601.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+46,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2023-10-04 13:00:31.000,2023-10-03 15:46:09,1327.0,89.0,161.0,35.0,185.0,47.0,136.0,1450.0,2023-10-03 15:11:19.000,1.7.0,44.0,78.0,36,True,,logbook,conda-forge/logbook,,6096.0,4905.0,https://pypi.org/project/logbook,2023-10-03 15:11:19.000,1191.0,3583576.0,3587444.0,https://anaconda.org/conda-forge/logbook,2023-10-03 21:18:01.244,154611.0,2.0,,322.0,,,,,,,,,,,,,,,,,
+47,pyflakes,PyCQA/pyflakes,linters,A simple program which checks Python source files for errors.,,https://github.com/PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2023-09-27 11:36:48.000,2023-07-31 23:20:08,562.0,2.0,174.0,29.0,295.0,56.0,456.0,1297.0,2023-07-29 17:00:40.000,3.1.0,37.0,84.0,36,True,,pyflakes,conda-forge/pyflakes,,261023.0,247228.0,https://pypi.org/project/pyflakes,2023-07-29 17:00:40.000,13795.0,25842361.0,26060805.0,https://anaconda.org/conda-forge/pyflakes,2023-07-29 18:48:34.199,6771768.0,2.0,,,,,,,,,,,,,,,,,,,
+48,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2023-10-02 22:07:19.000,2023-09-25 22:12:21,572.0,44.0,97.0,21.0,108.0,14.0,276.0,1288.0,2023-09-11 07:31:39.000,4.1.5,66.0,32.0,36,True,,typeguard,conda-forge/typeguard,,19639.0,18067.0,https://pypi.org/project/typeguard,2023-09-11 07:31:39.000,1572.0,13125778.0,13136109.0,https://anaconda.org/conda-forge/typeguard,2023-09-11 11:55:19.488,413262.0,3.0,,,,,,,,,,,,,,,,,,,
+49,pytest-xdist,pytest-dev/pytest-xdist,testing,pytest plugin for distributed testing and loop-on-failures testing modes.,,https://github.com/pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2023-10-03 12:28:01.000,2023-10-03 12:28:00,1116.0,16.0,202.0,48.0,379.0,225.0,331.0,1242.0,2023-05-19 10:55:22.213,3.3.1,65.0,90.0,36,True,,pytest-xdist,conda-forge/pytest-xdist,['pytest'],5303.0,,https://pypi.org/project/pytest-xdist,2023-05-19 10:55:22.213,5303.0,12628937.0,12689931.0,https://anaconda.org/conda-forge/pytest-xdist,2023-06-16 13:21:13.802,5306501.0,2.0,8.0,,,,,,,,,,,,,,,,,,
+50,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,,2014-05-15 22:49:43.000,2023-10-04 22:21:11.000,2023-10-03 21:03:37,669.0,19.0,212.0,28.0,395.0,63.0,266.0,528.0,2023-10-01 13:50:29.000,23.2,19.0,100.0,36,False,,packaging,conda-forge/packaging,,884105.0,884105.0,https://pypi.org/project/packaging,,,186822798.0,187777333.0,https://anaconda.org/conda-forge/packaging,2023-10-01 23:22:47.528,39135355.0,2.0,,741.0,,,,,,,,,,,,,,,,,
+51,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2023-10-05 11:59:42.000,2023-10-03 11:29:43,3178.0,52.0,2845.0,382.0,993.0,32.0,1616.0,33561.0,2023-10-02 16:54:46.000,2.3.28,84.0,428.0,35,True,,pyenv,,,17.0,16.0,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,10276.0,10276.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+52,PDM,pdm-project/pdm,dependency-managers,A modern Python package and dependency manager supporting the latest PEP standards.,,https://github.com/pdm-project/pdm,https://github.com/pdm-project/pdm,MIT,2019-12-27 03:50:57.000,2023-10-03 20:46:28.000,2023-09-27 00:25:54,2446.0,83.0,251.0,32.0,792.0,46.0,1223.0,5293.0,2023-09-25 09:24:04.000,2.9.3,176.0,136.0,35,True,,pdm,conda-forge/pdm,,220.0,174.0,https://pypi.org/project/pdm,2023-09-25 09:23:59.000,46.0,502913.0,510771.0,https://anaconda.org/conda-forge/pdm,2023-09-29 20:37:30.958,196457.0,2.0,,4.0,,,,,,,,,,,,,,,,,
+53,rope,python-rope/rope,refactoring,a python refactoring library.,,https://github.com/python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2023-10-02 08:14:06.000,2023-10-02 08:14:05,3174.0,22.0,187.0,28.0,349.0,79.0,232.0,1691.0,2023-09-28 02:02:47.000,1.10.0,91.0,77.0,35,True,,rope,conda-forge/rope,,70006.0,68369.0,https://pypi.org/project/rope,2023-09-28 02:02:47.000,1637.0,798532.0,834381.0,https://anaconda.org/conda-forge/rope,2023-09-28 04:24:54.952,1290571.0,1.0,,,,,,,,,,,,,,,,,,,
+54,pytest-html,pytest-dev/pytest-html,testing,Plugin for generating HTML reports for pytest results.,,https://github.com/pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MIT,2015-04-14 19:22:42.000,2023-10-03 10:49:24.000,2023-09-14 21:24:53,494.0,30.0,238.0,25.0,353.0,159.0,223.0,623.0,2023-09-14 07:11:29.000,4.0.2,55.0,52.0,35,True,,pytest-html,conda-forge/pytest-html,['pytest'],40231.0,39447.0,https://pypi.org/project/pytest-html,2023-09-14 07:07:27.000,784.0,3971812.0,3985422.0,https://anaconda.org/conda-forge/pytest-html,2023-06-28 12:16:30.274,476382.0,2.0,,,,,,,,,,,,,,,,,,,
+55,pyre-check,facebook/pyre-check,type-checkers,Performant type-checking for python.,,https://github.com/facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2023-10-05 06:16:32.000,2023-10-03 23:35:31,14827.0,450.0,412.0,112.0,389.0,137.0,256.0,6485.0,2023-02-14 01:01:23.450,0.9.18,76.0,251.0,34,True,,pyre-check,,,69.0,16.0,https://pypi.org/project/pyre-check,2023-02-14 01:01:23.450,53.0,67302.0,67302.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+56,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,,2013-08-13 15:55:58.000,2023-10-04 04:40:46.000,2023-10-04 04:40:46,1434.0,53.0,184.0,34.0,266.0,30.0,264.0,2772.0,2023-04-06 12:20:58.979,23.1.0,31.0,104.0,34,False,,structlog,conda-forge/structlog,,10620.0,9522.0,https://pypi.org/project/structlog,2023-04-06 12:20:58.979,1098.0,7438748.0,7442589.0,https://anaconda.org/conda-forge/structlog,2023-06-09 16:58:07.029,334168.0,2.0,,,,,,,,,,,,,,,,,,,
+57,pyarmor,dashingsoft/pyarmor,security,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",,https://github.com/dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2023-10-03 23:46:49.000,2023-10-03 09:26:26,4251.0,127.0,241.0,44.0,40.0,9.0,1254.0,2499.0,2023-10-03 23:46:49.000,8.3.10,328.0,31.0,34,False,,pyarmor,,,984.0,956.0,https://pypi.org/project/pyarmor,2023-10-03 23:45:42.000,28.0,149462.0,149462.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+58,prospector,PyCQA/prospector,code-metrics,"Inspects Python source files and provides information about type and location of classes, methods etc.",,https://github.com/landscapeio/prospector,https://github.com/landscapeio/prospector,GPL-2.0,2013-08-05 07:26:30.000,2023-10-02 23:45:41.000,2023-10-02 23:45:37,1392.0,10.0,170.0,36.0,270.0,54.0,312.0,1854.0,2023-05-25 01:30:01.451,1.10.2,124.0,90.0,34,True,landscapeio/prospector,prospector,conda-forge/prospector,,5241.0,4552.0,https://pypi.org/project/prospector,2023-05-25 01:30:01.451,689.0,1051063.0,1052099.0,https://anaconda.org/conda-forge/prospector,2023-06-16 13:23:52.144,89172.0,1.0,,,,,,,,,,,,,,,,,,,
+59,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-09-24 19:23:46.000,2023-10-05 14:27:37.000,2023-10-05 03:23:05,8839.0,110.0,285.0,62.0,1023.0,658.0,2734.0,1793.0,2023-03-21 16:25:11.000,4.5.2,32.0,154.0,34,True,,scons,conda-forge/scons,,61.0,,https://pypi.org/project/scons,2022-07-30 21:23:00.222,61.0,368969.0,382128.0,https://anaconda.org/conda-forge/scons,2023-09-22 18:37:33.979,499124.0,2.0,,1388.0,,,,,,,,,,,,,,,,,
+60,nodeenv,ekalinin/nodeenv,virtual-envs,Virtual environment for Node.js & integrator with virtualenv.,,https://github.com/ekalinin/nodeenv,https://github.com/ekalinin/nodeenv,BSD-3-Clause,2011-03-29 15:28:56.000,2023-08-21 09:24:23.000,2023-05-12 08:01:49,682.0,,184.0,35.0,158.0,55.0,134.0,1621.0,2023-05-12 08:13:47.000,1.8.0,72.0,91.0,34,True,,nodeenv,conda-forge/nodeenv,,61193.0,60245.0,https://pypi.org/project/nodeenv,2023-05-12 08:10:47.532,948.0,15681453.0,15724743.0,https://anaconda.org/conda-forge/nodeenv,2023-06-16 13:21:50.931,3160170.0,2.0,,,,,,,,,,,,,,,,,,,
+61,twine,pypa/twine,build-tools,Utilities for interacting with PyPI.,,https://github.com/pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2023-09-05 00:15:46.000,2023-09-05 00:15:45,1081.0,2.0,300.0,37.0,534.0,49.0,421.0,1468.0,2022-12-01 01:51:31.000,4.0.2,52.0,117.0,34,True,,twine,conda-forge/twine,,110617.0,95389.0,https://pypi.org/project/twine,2022-12-01 01:49:17.129,15228.0,3700390.0,3710429.0,https://anaconda.org/conda-forge/twine,2023-06-16 13:23:13.063,863367.0,2.0,,,,,,,,,,,,,,,,,,,
+62,pytest-asyncio,pytest-dev/pytest-asyncio,testing,Asyncio support for pytest.,,https://github.com/pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2023-10-03 14:58:11.000,2023-10-03 14:53:24,482.0,46.0,124.0,36.0,375.0,30.0,216.0,1217.0,2023-07-12 10:20:06.993,0.21.1,37.0,42.0,34,True,,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],1074.0,,https://pypi.org/project/pytest-asyncio,2023-07-12 10:20:06.993,1074.0,8092032.0,8135579.0,https://anaconda.org/conda-forge/pytest-asyncio,2023-07-12 15:08:45.602,1785158.0,2.0,,150.0,,,,,,,,,,,,,,,,,
+63,setuptools_scm,pypa/setuptools_scm,build-tools,the blessed package to manage your versions by scm tags.,,https://github.com/pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2023-10-04 14:19:42.239,2023-10-02 15:15:15,1632.0,120.0,207.0,25.0,432.0,83.0,439.0,763.0,2023-10-02 15:14:31.000,8.0.4,85.0,126.0,34,True,,setuptools_scm,conda-forge/setuptools_scm,,730.0,,https://pypi.org/project/setuptools_scm,2023-10-02 15:14:31.000,730.0,21789509.0,21837395.0,https://anaconda.org/conda-forge/setuptools_scm,2023-10-04 14:19:42.239,1963357.0,2.0,,,,,,,,,,,,,,,,,,,
+64,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-2-Clause,2011-12-14 15:33:15.000,2023-10-04 23:10:01.000,2023-10-04 23:09:46,1124.0,10.0,137.0,23.0,318.0,52.0,215.0,758.0,2023-10-04 23:07:52.000,0.14.0,30.0,76.0,34,True,,nose2,conda-forge/nose2,,25068.0,23947.0,https://pypi.org/project/nose2,2023-10-04 23:07:52.000,1121.0,573477.0,575275.0,https://anaconda.org/conda-forge/nose2,2023-06-16 16:08:37.386,116905.0,2.0,,,,,,,,,,,,,,,,,,,
+65,sqlmap,sqlmapproject/sqlmap,security,Automatic SQL injection and database takeover tool.,,https://github.com/sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2023-09-28 18:34:55.000,2023-09-28 18:34:52,10101.0,19.0,5372.0,1089.0,358.0,63.0,4990.0,28295.0,2023-09-04 16:34:35.000,1.7.9,95.0,129.0,33,True,,sqlmap,,,25.0,16.0,https://pypi.org/project/sqlmap,2023-09-04 16:34:35.000,9.0,10179.0,10179.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+66,memray,bloomberg/memray,profiling,The endgame Python memory profiler.,,https://github.com/bloomberg/memray,https://github.com/bloomberg/memray,Apache-2.0,2022-04-08 18:04:11.000,2023-10-05 13:56:19.000,2023-10-05 13:56:19,1097.0,53.0,335.0,57.0,293.0,17.0,121.0,11219.0,2023-08-01 23:22:17.000,1.9.1,17.0,38.0,33,True,,memray,conda-forge/memray,,222.0,214.0,https://pypi.org/project/memray,2023-08-01 23:22:17.000,8.0,265011.0,268842.0,https://anaconda.org/conda-forge/memray,2023-09-26 13:44:41.175,68967.0,2.0,,,,,,,,,,,,,,,,,,,
+67,playwright-python,microsoft/playwright-python,testing,Python version of the Playwright testing and automation library.,,https://github.com/microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2023-10-03 20:50:24.000,2023-09-18 22:04:51,665.0,14.0,787.0,126.0,752.0,38.0,1087.0,9423.0,2023-09-18 22:14:26.000,1.38.0,102.0,32.0,33,True,,playwright,,,295.0,16.0,https://pypi.org/project/playwright,2023-09-18 22:14:26.000,279.0,1521589.0,1521589.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+68,pyinstrument,joerick/pyinstrument,profiling,Call stack profiler for Python. Shows you why your code is slow!.,,https://github.com/joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2023-10-02 22:25:29.000,2023-09-07 18:35:16,920.0,46.0,228.0,56.0,146.0,19.0,106.0,5602.0,2023-09-07 19:19:05.000,4.5.3,42.0,51.0,33,True,,pyinstrument,conda-forge/pyinstrument,,1850.0,1728.0,https://pypi.org/project/pyinstrument,2023-09-07 18:53:39.000,122.0,715072.0,721704.0,https://anaconda.org/conda-forge/pyinstrument,2023-09-23 19:58:04.909,252030.0,2.0,,,,,,,,,,,,,,,,,,,
+69,pytype,google/pytype,type-checkers,A static type analyzer for Python code.,,https://github.com/google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2023-10-04 20:32:17.000,2023-09-27 20:23:01,6247.0,198.0,278.0,58.0,859.0,141.0,511.0,4359.0,2023-09-27 22:25:49.000,2023.9.27,185.0,99.0,33,True,,pytype,conda-forge/pytype,,147.0,,https://pypi.org/project/pytype,2023-09-27 22:25:49.000,147.0,339408.0,343794.0,https://anaconda.org/conda-forge/pytype,2023-09-12 03:57:47.405,175448.0,3.0,,,,,,,,,,,,,,,,,,,
+70,mimesis,lk-geimfari/mimesis,testing,Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.,,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2023-10-03 20:41:46.000,2023-10-03 15:50:04,2537.0,38.0,313.0,61.0,1062.0,11.0,316.0,4073.0,2023-08-19 20:41:39.000,11.1.0,51.0,117.0,33,True,,mimesis,conda-forge/mimesis,,1560.0,1490.0,https://pypi.org/project/mimesis,2023-08-19 20:41:39.000,70.0,125053.0,129084.0,https://anaconda.org/conda-forge/mimesis,2023-08-19 22:03:10.196,157004.0,2.0,,512.0,,,,,,,,,,,,,,,,,
+71,freezegun,spulec/freezegun,testing,Let your Python tests travel through time.,,https://github.com/spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2023-08-25 00:29:01.000,2023-02-22 05:49:22,592.0,,254.0,33.0,222.0,139.0,178.0,3820.0,2022-08-12 12:25:03.405,1.2.2,59.0,109.0,33,True,,freezegun,conda-forge/freezegun,,4585.0,,https://pypi.org/project/freezegun,2022-08-12 12:25:03.405,4585.0,6710442.0,6726645.0,https://anaconda.org/conda-forge/freezegun,2023-06-16 13:17:16.464,1474516.0,2.0,7.0,,,,,,,,,,,,,,,,,,
+72,factory_boy,FactoryBoy/factory_boy,testing,A test fixtures replacement for Python.,,https://github.com/FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2023-10-04 09:15:28.000,2023-09-26 06:50:36,990.0,12.0,378.0,41.0,487.0,195.0,393.0,3202.0,2023-07-19 09:04:00.000,3.3.0,43.0,129.0,33,True,,factory_boy,conda-forge/factory_boy,,805.0,,https://pypi.org/project/factory_boy,2023-07-19 09:04:00.000,805.0,3311928.0,3315607.0,https://anaconda.org/conda-forge/factory_boy,2023-07-19 13:42:09.417,136151.0,2.0,,,,,,,,,,,,,,,,,,,
+73,pyupgrade,asottile/pyupgrade,refactoring,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,,https://github.com/asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2023-10-05 12:03:27.000,2023-10-03 17:17:40,1137.0,55.0,167.0,36.0,504.0,17.0,384.0,2850.0,2023-10-02 22:45:26.000,3.14.0,165.0,35.0,33,True,,pyupgrade,conda-forge/pyupgrade,,160.0,,https://pypi.org/project/pyupgrade,2023-10-02 22:45:26.000,160.0,485540.0,499905.0,https://anaconda.org/conda-forge/pyupgrade,2023-10-03 05:04:46.562,589003.0,2.0,,,,,,,,,,,,,,,,,,,
+74,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2023-09-28 20:22:27.000,2023-09-28 20:22:27,737.0,20.0,140.0,26.0,143.0,20.0,169.0,2737.0,2023-08-21 14:26:53.000,2.9.1,49.0,37.0,33,True,,vulture,conda-forge/vulture,,4323.0,4067.0,https://pypi.org/project/vulture,2023-08-21 14:26:43.000,256.0,621767.0,622639.0,https://anaconda.org/conda-forge/vulture,2023-06-16 13:24:21.364,75022.0,2.0,,,,,,,,,,,,,,,,,,,
+75,pex,pantsbuild/pex,packaging,"A tool for generating .pex (Python EXecutable) files, lock files and venvs.",,https://github.com/pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2023-10-04 04:12:39.000,2023-10-04 04:12:39,1387.0,46.0,244.0,55.0,1169.0,160.0,914.0,2370.0,2023-10-02 04:57:59.000,2.1.148,237.0,117.0,33,True,,pex,,,138.0,,https://pypi.org/project/pex,2023-10-02 04:57:59.000,138.0,966258.0,1101375.0,,,,2.0,,3377944.0,,,,,,,,,,,,,,,,,
+76,tabulate,astanin/python-tabulate,logging,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",,https://github.com/astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2023-09-29 08:08:21.000,2023-04-30 10:08:19,610.0,,137.0,21.0,92.0,69.0,132.0,1783.0,,,13.0,84.0,33,True,,tabulate,conda-forge/tabulate,,141478.0,141478.0,https://pypi.org/project/tabulate,,,48642303.0,48707316.0,https://anaconda.org/conda-forge/tabulate,2023-06-16 13:16:13.524,5786177.0,2.0,,,,,,,,,,,,,,,,,,,
+77,pytest-mock,pytest-dev/pytest-mock,testing,Thin-wrapper around the mock package for easier use with pytest.,,https://github.com/pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2023-10-03 12:26:27.000,2023-10-03 12:26:23,571.0,9.0,131.0,34.0,238.0,12.0,134.0,1656.0,2023-06-16 00:00:00.984,3.11.1,60.0,66.0,33,True,,pytest-mock,conda-forge/pytest-mock,['pytest'],73894.0,68669.0,https://pypi.org/project/pytest-mock,2023-06-16 00:00:00.984,5225.0,12843545.0,12901099.0,https://anaconda.org/conda-forge/pytest-mock,2023-06-16 11:09:53.662,2302193.0,2.0,,6.0,,,,,,,,,,,,,,,,,
+78,python-json-logger,madzak/python-json-logger,logging,Json Formatter for the standard python logger.,,https://github.com/madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2023-09-29 10:04:03.000,2023-02-28 17:40:55,262.0,,213.0,27.0,85.0,8.0,89.0,1553.0,2023-02-21 17:39:43.000,2.0.7,10.0,63.0,33,True,,python-json-logger,conda-forge/python-json-logger,,67417.0,67417.0,https://pypi.org/project/python-json-logger,,,21768236.0,21844841.0,https://anaconda.org/conda-forge/python-json-logger,2023-06-16 13:23:58.542,5975219.0,2.0,,,,,,,,,,,,,,,,,,,
+79,nose,nose-devs/nose,testing,nose is nicer testing for python.,,https://github.com/nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2023-06-16 13:17:32.308,2016-03-04 01:16:26,1004.0,,387.0,48.0,261.0,452.0,465.0,1357.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,33,False,,nose,conda-forge/nose,,190948.0,146199.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,44749.0,5170867.0,5203997.0,https://anaconda.org/conda-forge/nose,2023-06-16 13:17:32.308,2948606.0,2.0,,,,,,,,,,,,,,,,,,,
+80,asv,airspeed-velocity/asv,testing,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,,https://github.com/airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2023-10-05 10:28:36.000,2023-09-11 04:46:13,2341.0,156.0,168.0,21.0,792.0,141.0,425.0,803.0,2023-09-11 14:23:39.000,0.6.1,20.0,76.0,33,True,,asv,conda-forge/asv,,1073.0,996.0,https://pypi.org/project/asv,2023-09-11 05:46:09.000,77.0,66457.0,84669.0,https://anaconda.org/conda-forge/asv,2023-10-03 19:44:19.217,746687.0,2.0,,101.0,,,,,,,,,,,,,,,,,
+81,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2023-06-18 23:54:48.000,2023-06-18 23:54:47,1112.0,,94.0,22.0,107.0,10.0,104.0,559.0,2021-11-30 21:07:01.473,0.8.3,26.0,46.0,33,True,,parso,conda-forge/parso,,355571.0,349543.0,https://pypi.org/project/parso,2021-11-30 21:07:01.473,6028.0,23736904.0,23967303.0,https://anaconda.org/conda-forge/parso,2023-06-16 13:24:17.757,16127960.0,2.0,,,,,,,,,,,,,,,,,,,
+82,PySnooper,cool-RR/PySnooper,debugging,Never use print for debugging again.,,https://github.com/cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2023-07-27 14:52:53.379,2023-07-15 15:04:46,313.0,5.0,946.0,235.0,117.0,25.0,104.0,16055.0,2023-07-15 15:06:01.470,1.2.0,59.0,27.0,32,True,,pysnooper,conda-forge/pysnooper,,1599.0,1546.0,https://pypi.org/project/pysnooper,2023-07-15 15:06:01.470,53.0,618488.0,620374.0,https://anaconda.org/conda-forge/pysnooper,2023-07-27 14:52:53.379,69818.0,1.0,,,,,,,,,,,,,,,,,,,
+83,py-spy,benfred/py-spy,profiling,Sampling profiler for Python programs.,,https://github.com/benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2023-10-04 01:26:05.000,2023-09-05 05:07:24,476.0,4.0,376.0,111.0,297.0,137.0,188.0,10885.0,2022-09-07 22:01:08.223,0.3.14,38.0,34.0,32,True,,py-spy,conda-forge/py-spy,,3128.0,3082.0,https://pypi.org/project/py-spy,2022-09-07 22:00:23.982,45.0,2112673.0,2123181.3333333335,https://anaconda.org/conda-forge/py-spy,2023-06-16 16:18:45.113,480002.0,2.0,,14081.0,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2022-09-07 22:01:08.223,1.0,232.33333333333334,407875.0,
+84,Scalene,plasma-umass/scalene,profiling,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization..",,https://github.com/plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2023-10-04 17:25:31.000,2023-10-04 16:55:05,3064.0,91.0,330.0,86.0,260.0,141.0,259.0,10113.0,2023-09-15 20:38:44.000,1.5.31.1,154.0,43.0,32,True,,scalene,,,520.0,515.0,https://pypi.org/project/scalene,2023-09-15 20:40:10.000,5.0,38698.0,38698.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+85,pipx,pypa/pipx,dependency-managers,Install and Run Python Applications in Isolated Environments.,,https://github.com/pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2023-10-05 14:13:47.000,2023-10-05 05:14:21,584.0,12.0,308.0,76.0,468.0,137.0,471.0,6981.0,2023-03-12 06:23:00.522,1.2.0,52.0,103.0,32,True,,pipx,conda-forge/pipx,,1498.0,1482.0,https://pypi.org/project/pipx,2023-03-12 06:23:00.522,16.0,1626535.0,1628400.0,https://anaconda.org/conda-forge/pipx,2023-06-16 19:28:18.672,35096.0,3.0,,13518.0,,,,,,,,,,,,,,,,,
+86,pipreqs,bndr/pipreqs,dependency-managers,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,,https://github.com/bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2023-10-04 20:39:16.000,2023-04-14 07:08:49,336.0,,359.0,58.0,159.0,177.0,100.0,5395.0,2023-04-14 07:11:09.000,0.4.13,42.0,59.0,32,True,,pipreqs,conda-forge/pipreqs,,23266.0,22887.0,https://pypi.org/project/pipreqs,2023-04-14 07:10:52.947,379.0,492772.0,493288.0,https://anaconda.org/conda-forge/pipreqs,2023-06-16 13:23:05.413,43934.0,3.0,,,,,,,,,,,,,,,,,,,
+87,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2023-10-02 19:32:40.000,2023-09-24 21:56:23,1213.0,9.0,218.0,49.0,272.0,161.0,168.0,2754.0,2022-11-03 17:20:34.545,2022.1.3,76.0,92.0,32,True,,pudb,conda-forge/pudb,,6107.0,5350.0,https://pypi.org/project/pudb,2022-11-03 17:20:34.545,757.0,196221.0,198981.0,https://anaconda.org/conda-forge/pudb,2023-06-16 13:21:37.623,240130.0,1.0,,,,,,,,,,,,,,,,,,,
+88,flit,pypa/flit,build-tools,Simplified packaging of Python modules.,,https://github.com/pypa/flit,https://github.com/pypa/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2023-09-28 08:29:20.000,2023-09-28 08:29:20,1170.0,11.0,125.0,34.0,271.0,132.0,272.0,2017.0,2023-05-14 14:50:50.819,3.9.0,49.0,69.0,32,True,,flit,conda-forge/flit,,2044.0,1575.0,https://pypi.org/project/flit,2023-05-14 14:50:50.819,469.0,256688.0,258810.0,https://anaconda.org/conda-forge/flit,2023-06-16 13:24:46.150,169832.0,3.0,,,,,,,,,,,,,,,,,,,
+89,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2023-09-29 00:17:37.000,2023-09-22 18:13:12,658.0,14.0,489.0,68.0,282.0,71.0,158.0,1760.0,,,11.0,94.0,32,True,,pyelftools,conda-forge/pyelftools,,6639.0,6084.0,https://pypi.org/project/pyelftools,2023-09-06 23:43:51.000,555.0,2373474.0,2377461.0,https://anaconda.org/conda-forge/pyelftools,2023-09-23 20:45:10.696,143554.0,1.0,,,,,,,,,,,,,,,,,,,
+90,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2023-10-01 09:55:25.000,2023-10-01 09:55:24,975.0,19.0,205.0,27.0,284.0,17.0,320.0,1633.0,2023-09-10 21:22:11.000,14.1.0,100.0,55.0,32,True,,pdoc,,,2498.0,2185.0,https://pypi.org/project/pdoc,2023-09-10 21:22:11.000,313.0,137616.0,137616.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+91,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2023-09-18 20:17:18.000,2023-09-18 20:17:18,606.0,30.0,96.0,14.0,164.0,46.0,320.0,1368.0,2023-09-02 09:32:18.000,0.23.0,51.0,39.0,32,True,,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],9718.0,9289.0,https://pypi.org/project/mkdocstrings,2023-09-02 09:32:07.000,429.0,588042.0,590556.0,https://anaconda.org/conda-forge/mkdocstrings,2023-09-02 18:04:24.292,90529.0,2.0,,,,,,,,,,,,,,,,,,,
+92,pytest-bdd,pytest-dev/pytest-bdd,testing,BDD library for the py.test runner.,,https://github.com/pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2023-10-03 12:42:48.000,2023-10-03 12:42:46,1059.0,35.0,198.0,56.0,325.0,139.0,201.0,1209.0,2022-11-09 16:51:21.000,6.1.1,95.0,58.0,32,True,,pytest-bdd,conda-forge/pytest-bdd,['pytest'],3239.0,3055.0,https://pypi.org/project/pytest-bdd,2022-11-08 17:18:53.914,184.0,743249.0,744289.0,https://anaconda.org/conda-forge/pytest-bdd,2023-06-16 16:15:16.989,55129.0,3.0,,,,,,,,,,,,,,,,,,,
+93,cx_Freeze,marcelotduarte/cx_Freeze,packaging,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",,https://github.com/marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000,2023-10-04 17:30:09.000,2023-10-03 12:01:07,1740.0,109.0,202.0,28.0,1088.0,49.0,832.0,1139.0,2023-10-01 02:50:30.000,6.15.9,79.0,106.0,32,True,,cx_freeze,conda-forge/cx_freeze,,51.0,,https://pypi.org/project/cx_freeze,2023-10-01 02:50:30.000,51.0,127716.0,134280.0,https://anaconda.org/conda-forge/cx_freeze,2023-10-01 03:36:02.100,269149.0,2.0,,,,,,,,,,,,,,,,,,,
+94,nox,theacodes/nox,testing,Flexible test automation for Python.,,https://github.com/wntrblm/nox,https://github.com/wntrblm/nox,Apache-2.0,2016-02-24 04:02:58.000,2023-09-25 20:41:36.795,2023-07-16 13:59:19,540.0,13.0,143.0,23.0,412.0,57.0,272.0,1125.0,2023-04-23 03:14:01.967,2023.4.22,25.0,91.0,32,True,wntrblm/nox,nox,conda-forge/nox,['pytest'],4903.0,4528.0,https://pypi.org/project/nox,2023-04-23 03:14:01.967,375.0,949176.0,954824.0,https://anaconda.org/conda-forge/nox,2023-09-25 20:41:36.795,225924.0,3.0,,,,,,,,,,,,,,,,,,,
+95,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2023-09-22 14:11:51.000,2023-09-22 14:11:51,744.0,2.0,187.0,19.0,315.0,121.0,225.0,1098.0,2023-01-17 20:31:11.783,6.3.0,23.0,91.0,32,True,,pydocstyle,conda-forge/pydocstyle,,61719.0,58966.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,2753.0,4047044.0,4065590.0,https://anaconda.org/conda-forge/pydocstyle,2023-06-16 13:18:02.967,1613570.0,2.0,,69.0,,,,,,,,,,,,,,,,,
+96,flake8-bugbear,PyCQA/flake8-bugbear,linters,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in..,,https://github.com/PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2023-09-21 11:16:56.000,2023-09-16 20:25:08,329.0,10.0,97.0,8.0,211.0,53.0,151.0,979.0,2023-09-16 20:26:29.000,23.9.16,61.0,77.0,32,True,,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],34763.0,34318.0,https://pypi.org/project/flake8-bugbear,2023-09-16 20:26:29.000,445.0,2184413.0,2205568.0,https://anaconda.org/conda-forge/flake8-bugbear,2023-09-18 23:27:35.475,740452.0,2.0,,,,,,,,,,,,,,,,,,,
+97,progressbar2,WoLpH/python-progressbar,logging,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,,https://github.com/wolph/python-progressbar,https://github.com/wolph/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2023-10-03 01:50:38.000,2023-10-03 01:50:36,969.0,104.0,100.0,22.0,68.0,9.0,205.0,826.0,2022-10-26 13:49:10.642,4.2.0,103.0,43.0,32,True,,progressbar2,conda-forge/progressbar2,,1574.0,,https://pypi.org/project/progressbar2,2022-11-01 15:41:03.059,1574.0,17077637.0,17089830.0,https://anaconda.org/conda-forge/progressbar2,2023-06-16 13:18:55.458,1021928.0,2.0,,2084.0,,,,,,,,,,,,,,,,,
+98,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme.",,https://github.com/sphinx-doc/alabaster,https://github.com/sphinx-doc/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2023-10-04 23:10:27.000,2023-10-04 23:10:27,384.0,1.0,187.0,30.0,89.0,65.0,56.0,703.0,2023-01-13 06:44:02.021,0.7.13,26.0,30.0,32,True,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,['sphinx'],117881.0,110146.0,https://pypi.org/project/alabaster,2023-01-13 06:44:02.021,7735.0,6775296.0,6851941.0,https://anaconda.org/conda-forge/alabaster,2023-06-16 13:24:00.075,6668132.0,2.0,,,,,,,,,,,,,,,,,,,
+99,prettytable,jazzband/prettytable,logging,Display tabular data in a visually appealing ASCII table format.,,https://github.com/jazzband/prettytable,https://github.com/jazzband/prettytable,,2016-01-15 02:39:17.000,2023-10-03 04:55:59.000,2023-10-03 04:55:59,523.0,6.0,130.0,21.0,140.0,34.0,87.0,1120.0,2023-09-11 14:02:21.000,3.9.0,21.0,54.0,31,False,,prettytable,conda-forge/prettytable,,49048.0,49048.0,https://pypi.org/project/prettytable,,,9923044.0,9958157.0,https://anaconda.org/conda-forge/prettytable,2023-09-11 20:34:41.890,1228966.0,3.0,,,,,,,,,,,,,,,,,,,
+100,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2023-09-16 14:13:15.000,2023-06-19 12:19:25,147.0,,56.0,17.0,60.0,14.0,40.0,598.0,2022-01-24 01:14:49.000,0.7.0,13.0,23.0,31,True,,mccabe,conda-forge/mccabe,,415145.0,399163.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,15982.0,31075759.0,31160711.0,https://anaconda.org/conda-forge/mccabe,2023-06-16 13:17:55.573,7475834.0,2.0,,,,,,,,,,,,,,,,,,,
+101,sphinx-autodoc-typehints,tox-dev/sphinx-autodoc-typehints,documentation,Type hints support for the Sphinx autodoc extension.,,https://github.com/tox-dev/sphinx-autodoc-typehints,https://github.com/tox-dev/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2023-10-02 18:07:56.000,2023-10-02 18:07:55,328.0,16.0,98.0,11.0,213.0,29.0,145.0,502.0,2023-07-21 16:30:33.000,1.24.0,69.0,53.0,31,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],45051.0,43164.0,https://pypi.org/project/sphinx-autodoc-typehints,2023-07-21 16:30:33.000,1887.0,1728090.0,1742874.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2023-07-21 19:10:23.294,591385.0,2.0,,,,,,,,,,,,,,,,,,,
+102,executing,alexmojaki/executing,ast,"Get information about what a Python frame is currently doing, particularly the AST node being executed.",,https://github.com/alexmojaki/executing,https://github.com/alexmojaki/executing,MIT,2019-05-25 08:22:26.000,2023-09-30 12:26:02.000,2023-09-30 11:15:19,467.0,31.0,27.0,10.0,41.0,11.0,23.0,265.0,2020-12-27 11:10:13.000,0.5.4,18.0,9.0,31,True,,executing,conda-forge/executing,,111212.0,111212.0,https://pypi.org/project/executing,,,16590689.0,16790351.0,https://anaconda.org/conda-forge/executing,2023-06-16 16:21:34.925,9184452.0,1.0,,,,,,,,,,,,,,,,,,,
+103,alive-progress,rsalmei/alive-progress,logging,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",,https://github.com/rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2023-06-15 15:02:40.000,2023-06-01 01:16:09,678.0,,183.0,47.0,49.0,17.0,187.0,4663.0,2023-06-01 01:18:01.689,3.1.4,33.0,7.0,30,True,,alive-progress,conda-forge/alive-progress,,2484.0,2297.0,https://pypi.org/project/alive-progress,2023-01-02 21:20:40.562,187.0,499645.0,500620.0,https://anaconda.org/conda-forge/alive-progress,2023-06-01 05:47:28.243,42923.0,3.0,,,,,,,,,,,,,,,,,,,
+104,briefcase,beeware/briefcase,packaging,Tools to support converting a Python project into a standalone native application.,,https://github.com/beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000,2023-10-05 07:00:51.000,2023-10-04 22:14:24,3437.0,297.0,293.0,44.0,739.0,108.0,540.0,2089.0,2023-07-10 06:53:02.000,0.3.15,49.0,131.0,30,True,,briefcase,,,19.0,,https://pypi.org/project/briefcase,2022-06-27 03:23:53.000,19.0,4615.0,4619.0,,,,2.0,,187.0,,,,,,,,,,,,,,,,,
+105,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2023-08-03 14:30:43.000,2023-08-03 14:30:43,380.0,1.0,147.0,29.0,84.0,62.0,129.0,1756.0,2023-03-09 15:41:00.602,0.13.13,46.0,58.0,30,True,,ipdb,conda-forge/ipdb,,58212.0,49247.0,https://pypi.org/project/ipdb,2023-03-09 15:41:00.602,8965.0,2397990.0,2402696.0,https://anaconda.org/conda-forge/ipdb,2023-06-16 13:21:31.191,409433.0,2.0,,,,,,,,,,,,,,,,,,,
+106,doit,pydoit/doit,build-tools,task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2023-06-16 13:22:52.551,2023-01-16 03:40:03,1483.0,,170.0,51.0,162.0,85.0,218.0,1688.0,2022-04-22 15:33:23.000,0.36.0,48.0,65.0,30,True,,doit,conda-forge/doit,,1898.0,1606.0,https://pypi.org/project/doit,2022-04-22 15:33:23.000,292.0,430788.0,434138.0,https://anaconda.org/conda-forge/doit,2023-06-16 13:22:52.551,234563.0,3.0,,,,,,,,,,,,,,,,,,,
+107,colorlog,borntyping/python-colorlog,logging,A colored formatter for the python logging module.,,https://github.com/borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2023-09-23 07:36:09.646,2022-08-29 14:53:21,230.0,,80.0,14.0,46.0,2.0,73.0,821.0,2021-11-08 16:58:17.000,6.6.0,20.0,30.0,30,False,,colorlog,conda-forge/colorlog,,29169.0,29169.0,https://pypi.org/project/colorlog,,,6921923.0,6966211.0,https://anaconda.org/conda-forge/colorlog,2023-09-23 07:36:09.646,1727238.0,3.0,,,,,,,,,,,,,,,,,,,
+108,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2023-10-02 20:18:52.000,2023-10-02 20:18:48,585.0,21.0,145.0,35.0,295.0,79.0,134.0,251.0,2023-09-26 00:24:32.000,1.6.0,27.0,80.0,30,False,,numpydoc,conda-forge/numpydoc,['sphinx'],45274.0,40556.0,https://pypi.org/project/numpydoc,2023-09-26 00:24:32.000,4718.0,425465.0,451485.0,https://anaconda.org/conda-forge/numpydoc,2023-06-16 13:20:56.387,2107652.0,2.0,,,,,,,,,,,,,,,,,,,
+109,typed_ast,python/typed_ast,ast,Modified fork of CPythons ast module that parses `# type:` comments.,,https://github.com/python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2023-09-22 19:48:21.052,2023-07-03 22:55:34,205.0,,56.0,20.0,109.0,1.0,86.0,222.0,2023-07-04 18:38:08.820,1.5.5,35.0,26.0,30,True,,typed_ast,conda-forge/typed-ast,,5542.0,,https://pypi.org/project/typed_ast,2023-07-04 18:38:08.820,5542.0,7989644.0,8160889.0,https://anaconda.org/conda-forge/typed-ast,2023-09-22 19:48:21.052,6164833.0,2.0,,,,,,,,,,,,,,,,,,,
+110,Griffe,mkdocstrings/griffe,documentation,"Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API..",,https://github.com/mkdocstrings/griffe,https://github.com/mkdocstrings/griffe,ISC,2021-09-09 21:49:44.000,2023-09-28 16:54:53.751,2023-09-28 14:45:59,740.0,87.0,29.0,6.0,48.0,16.0,147.0,208.0,2023-09-28 14:46:19.000,0.36.4,83.0,22.0,30,True,,griffe,conda-forge/griffe,,3268.0,3230.0,https://pypi.org/project/griffe,2023-09-28 14:46:09.000,38.0,765119.0,774510.0,https://anaconda.org/conda-forge/griffe,2023-09-28 16:54:53.751,178440.0,2.0,,,,,,,,,,,,,,,,,,,
+111,flake8-isort,gforcada/flake8-isort,linters,flake8 plugin that integrates isort.,,https://github.com/gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2023-10-03 00:20:53.000,2023-09-15 17:37:00,366.0,13.0,95.0,8.0,90.0,9.0,49.0,154.0,2023-09-15 17:36:55.000,6.1.0,42.0,37.0,30,True,,flake8-isort,conda-forge/flake8-isort,['flake8'],24654.0,23918.0,https://pypi.org/project/flake8-isort,2023-09-15 17:36:55.000,736.0,1102060.0,1103348.0,https://anaconda.org/conda-forge/flake8-isort,2023-09-16 07:44:02.620,50233.0,2.0,,,,,,,,,,,,,,,,,,,
+112,pytest-testinfra,pytest-dev/pytest-testinfra,testing,Testinfra test your infrastructures.,,https://github.com/pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2023-10-05 07:46:09.000,2023-08-28 11:47:24,763.0,23.0,334.0,82.0,406.0,125.0,213.0,2248.0,2023-08-24 21:57:04.000,9.0.0,14.0,133.0,29,True,,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],10.0,,https://pypi.org/project/pytest-testinfra,2023-08-24 21:57:04.000,10.0,426662.0,427073.0,https://anaconda.org/conda-forge/pytest-testinfra,2023-08-25 02:18:30.063,13571.0,3.0,,,,,,,,,,,,,,,,,,,
+113,line_profiler,pyutils/line_profiler,profiling,Line-by-line profiling for Python.,,https://github.com/pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2019-12-10 22:26:33.000,2023-09-29 01:43:48.000,2023-08-21 22:44:11,394.0,93.0,103.0,15.0,151.0,44.0,49.0,2079.0,2023-08-22 03:20:28.000,4.1.1,29.0,41.0,29,True,,line_profiler,conda-forge/line_profiler,,82.0,,https://pypi.org/project/line_profiler,2023-08-22 03:20:28.000,82.0,496423.0,508858.0,https://anaconda.org/conda-forge/line_profiler,2023-09-27 21:27:52.775,435235.0,2.0,,,,,,,,,,,,,,,,,,,
+114,beartype,beartype/beartype,linters,Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2023-10-05 05:32:23.000,2023-10-05 05:27:33,1042.0,75.0,39.0,12.0,41.0,46.0,175.0,2058.0,2023-09-23 02:40:50.000,0.16.2,31.0,17.0,29,True,,beartype,conda-forge/beartype,,156.0,,https://pypi.org/project/beartype,2023-09-23 02:40:50.000,156.0,1032767.0,1034425.0,https://anaconda.org/conda-forge/beartype,2023-09-23 05:39:58.894,66347.0,2.0,,,,,,,,,,,,,,,,,,,
+115,Diamond,python-diamond/Diamond,profiling,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,,https://github.com/python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2023-09-05 19:07:20.000,2023-01-29 19:46:36,3335.0,,600.0,92.0,534.0,135.0,170.0,1719.0,2016-11-25 22:13:29.000,4.0.515,36.0,386.0,29,True,,diamond,,,185.0,151.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,34.0,10741.0,10741.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+116,pybuilder,pybuilder/pybuilder,build-tools,Software build automation tool for Python.,,https://github.com/pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2023-10-05 07:15:41.000,2023-07-10 03:17:08,1424.0,3.0,256.0,92.0,385.0,95.0,421.0,1584.0,2023-07-10 03:25:42.000,0.13.10,674.0,39.0,29,True,,pybuilder,conda-forge/pybuilder,,60.0,,https://pypi.org/project/pybuilder,2022-11-04 03:13:11.030,60.0,27937.0,30393.0,https://anaconda.org/conda-forge/pybuilder,2023-09-26 20:19:01.834,56499.0,3.0,,,,,,,,,,,,,,,,,,,
+117,radon,rubik/radon,code-metrics,Various code metrics for Python code.,,https://github.com/rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2023-10-05 09:36:57.000,2023-06-18 06:48:14,539.0,,108.0,33.0,88.0,22.0,145.0,1527.0,2023-03-26 06:25:00.948,6.0.1,56.0,56.0,29,True,,radon,conda-forge/radon,,5031.0,4391.0,https://pypi.org/project/radon,2023-03-26 06:25:00.948,640.0,405394.0,406297.0,https://anaconda.org/conda-forge/radon,2023-06-16 13:24:51.939,65030.0,2.0,,,,,,,,,,,,,,,,,,,
+118,pytest-sugar,Teemu/pytest-sugar,testing,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",,https://github.com/Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2023-08-12 17:17:17.000,2023-08-08 07:31:15,426.0,1.0,70.0,18.0,161.0,24.0,91.0,1139.0,2023-04-10 11:18:29.000,0.9.7,29.0,50.0,29,True,,pytest-sugar,conda-forge/pytest-sugar,['pytest'],25904.0,23110.0,https://pypi.org/project/pytest-sugar,2023-04-10 11:17:46.295,2794.0,970506.0,976314.0,https://anaconda.org/conda-forge/pytest-sugar,2023-07-02 12:36:24.393,214875.0,3.0,,7.0,,,,,,,,,,,,,,,,,
+119,pytest-benchmark,ionelmc/pytest-benchmark,testing,py.test fixture for benchmarking code.,,https://github.com/ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2023-09-15 21:30:51.000,2023-04-27 00:15:19,1004.0,,108.0,19.0,71.0,95.0,87.0,1127.0,2022-10-25 21:23:01.695,4.0.0,43.0,39.0,29,True,,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],8308.0,7593.0,https://pypi.org/project/pytest-benchmark,2022-10-25 21:23:01.695,715.0,693417.0,714120.0,https://anaconda.org/conda-forge/pytest-benchmark,2023-06-16 13:15:49.392,1883994.0,3.0,,,,,,,,,,,,,,,,,,,
+120,wily,tonybaloney/wily,code-metrics,"A Python application for tracking, reporting on timing and complexity in Python code.",,https://github.com/tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2023-09-28 14:43:14.000,2023-09-26 02:09:39,901.0,70.0,56.0,26.0,121.0,33.0,72.0,1121.0,2023-07-05 05:04:00.529,1.24.2,51.0,24.0,29,True,,wily,,,205.0,196.0,https://pypi.org/project/wily,2018-10-14 05:01:41.000,9.0,15740.0,15740.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+121,breathe,michaeljones/breathe,documentation,ReStructuredText and Sphinx bridge to Doxygen.,,https://github.com/breathe-doc/breathe,https://github.com/breathe-doc/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2023-10-04 13:59:29.000,2023-08-22 12:33:10,1760.0,1.0,183.0,19.0,364.0,173.0,399.0,698.0,2023-03-31 19:07:42.000,4.35.0,65.0,107.0,29,True,breathe-doc/breathe,breathe,conda-forge/breathe,,12046.0,10999.0,https://pypi.org/project/breathe,2022-06-20 18:52:31.000,1047.0,300294.0,313086.0,https://anaconda.org/conda-forge/breathe,2023-07-04 04:52:22.769,510984.0,2.0,,550.0,,,,,,,,,,,,,,,,,
+122,coveralls-python,TheKevJames/coveralls-python,testing,Show coverage stats online via coveralls.io.,,https://github.com/TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2023-10-03 08:27:07.000,2023-08-14 16:01:13,475.0,1.0,190.0,8.0,226.0,27.0,146.0,530.0,2021-11-11 21:00:03.000,3.3.1,42.0,64.0,29,True,,coveralls,conda-forge/coveralls,['pytest'],41693.0,32203.0,https://pypi.org/project/coveralls,2021-11-11 21:00:03.000,9490.0,497297.0,509836.0,https://anaconda.org/conda-forge/coveralls,2023-06-16 13:24:40.028,1015714.0,3.0,,,,,,,,,,,,,,,,,,,
+123,astunparse,simonpercivall/astunparse,ast,An AST unparser for Python.,,https://github.com/simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2023-08-18 23:41:57.000,2019-12-22 18:11:19,86.0,,50.0,9.0,37.0,25.0,22.0,208.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,29,False,,astunparse,conda-forge/astunparse,,87625.0,87167.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,458.0,8588009.0,8613252.0,https://anaconda.org/conda-forge/astunparse,2023-06-16 13:24:50.388,1918535.0,2.0,,,,,,,,,,,,,,,,,,,
+124,mamba,mamba-org/mamba,dependency-managers,The Fast Cross-Platform Package Manager.,,https://github.com/mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2023-10-05 14:06:37.000,2023-10-04 20:06:46,2625.0,106.0,290.0,44.0,1419.0,413.0,1055.0,5224.0,2023-09-05 08:25:11.000,2023.09.05,113.0,137.0,28,True,,,conda-forge/mamba,,,,,,,,223838.0,https://anaconda.org/conda-forge/mamba,2023-10-02 15:49:19.909,9177384.0,3.0,,,,,,,,,,,,,,,,,,,
+125,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2023-07-21 11:34:22.000,2023-07-21 11:34:22,716.0,3.0,371.0,80.0,161.0,131.0,115.0,4024.0,2022-11-15 17:59:01.069,0.61.0,59.0,102.0,28,True,,memory_profiler,conda-forge/memory_profiler,,211.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,211.0,865303.0,869450.0,https://anaconda.org/conda-forge/memory_profiler,2023-06-16 13:17:34.885,369113.0,3.0,,,,,,,,,,,,,,,,,,,
+126,coala,coala/coala,linters,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",,https://github.com/coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2022-07-03 04:03:12.000,2021-06-11 17:11:55,4487.0,,1356.0,102.0,3152.0,835.0,2373.0,3493.0,2017-05-30 10:07:57.000,0.11.1,730.0,483.0,28,False,,coala-bears,,,120.0,12.0,https://pypi.org/project/coala-bears,2017-05-31 06:47:25.000,108.0,1690.0,1691.0,,,,2.0,,176.0,,,,,,,,,,,,,,,,,
+127,detect-secrets,Yelp/detect-secrets,security,An enterprise friendly way of detecting and preventing secrets in code.,,https://github.com/Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000,2023-09-04 15:34:22.000,2023-04-11 16:04:33,1217.0,,380.0,48.0,420.0,119.0,199.0,3211.0,2022-10-05 17:13:10.000,1.4.0,37.0,73.0,28,True,,detect-secrets,,,35.0,,https://pypi.org/project/detect-secrets,2020-07-26 03:40:27.000,35.0,404798.0,404798.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+128,safety,pyupio/safety,security,Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for..,,https://github.com/pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2023-08-10 16:18:37.000,2023-05-29 16:30:35,590.0,,131.0,32.0,306.0,62.0,118.0,1543.0,2022-12-08 19:10:01.428,2.3.5,55.0,41.0,28,True,,safety,conda-forge/safety,,447.0,29.0,https://pypi.org/project/safety,2022-10-04 21:08:20.401,418.0,1029895.0,1040709.0,https://anaconda.org/conda-forge/safety,2023-06-16 16:15:06.955,80299.0,3.0,,399889.0,,,,,,,,,,,,,,,,,
+129,Yappi,sumerc/yappi,profiling,"Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.",,https://github.com/sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2023-09-28 07:12:05.000,2023-05-29 13:41:01,712.0,,66.0,15.0,79.0,24.0,51.0,1231.0,2022-10-31 08:28:00.894,1.4.0,22.0,28.0,28,True,,yappi,conda-forge/yappi,,1380.0,1030.0,https://pypi.org/project/yappi,2022-10-31 08:28:00.894,350.0,1531092.0,1533229.0,https://anaconda.org/conda-forge/yappi,2023-06-16 13:20:48.597,162444.0,3.0,,,,,,,,,,,,,,,,,,,
+130,autoflake,myint/autoflake,refactoring,Removes unused imports and unused variables as reported by pyflakes.,,https://github.com/PyCQA/autoflake,https://github.com/PyCQA/autoflake,MIT,2012-12-27 03:40:17.000,2023-10-03 15:44:48.000,2023-10-03 15:41:51,620.0,17.0,77.0,15.0,171.0,38.0,73.0,807.0,2023-09-01 06:20:05.000,2.2.1,59.0,37.0,28,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,,738.0,,https://pypi.org/project/autoflake,2023-09-01 06:19:21.000,738.0,1631519.0,1640847.0,https://anaconda.org/conda-forge/autoflake,2023-06-16 16:14:56.765,503713.0,2.0,,,,,,,,,,,,,,,,,,,
+131,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2023-09-06 00:31:07.000,2023-09-06 00:31:07,265.0,1.0,98.0,25.0,109.0,40.0,78.0,744.0,2019-12-10 01:50:33.000,0.8.1,14.0,33.0,28,True,,astor,conda-forge/astor,,2188.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,2188.0,4998009.0,5026223.0,https://anaconda.org/conda-forge/astor,2023-06-16 13:23:08.435,2200711.0,3.0,,,,,,,,,,,,,,,,,,,
+132,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2023-09-12 13:01:01.000,2023-08-30 20:27:48,639.0,9.0,104.0,25.0,158.0,21.0,65.0,720.0,2022-08-07 15:50:19.406,2.0.4,24.0,43.0,28,False,,pyhamcrest,conda-forge/pyhamcrest,,37250.0,35406.0,https://pypi.org/project/pyhamcrest,2022-08-07 15:50:19.406,1844.0,1136630.0,1141979.0,https://anaconda.org/conda-forge/pyhamcrest,2023-06-16 13:17:20.732,476097.0,3.0,,,,,,,,,,,,,,,,,,,
+133,pylint-django,PyCQA/pylint-django,linters,Pylint plugin for improving code analysis for when using Django.,,https://github.com/pylint-dev/pylint-django,https://github.com/pylint-dev/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2023-10-05 06:31:36.000,2023-10-05 06:30:07,630.0,2.0,119.0,16.0,184.0,55.0,167.0,565.0,2023-01-31 16:35:25.772,2.4.4,54.0,68.0,28,True,pylint-dev/pylint-django,pylint-django,conda-forge/pylint-django,['pylint'],28523.0,27346.0,https://pypi.org/project/pylint-django,2023-01-31 16:35:25.772,1177.0,2420635.0,2422586.0,https://anaconda.org/conda-forge/pylint-django,2023-06-16 13:25:11.432,167403.0,2.0,,278.0,,,,,,,,,,,,,,,,,
+134,buildout,buildout/buildout,build-tools,Buildout is a deployment automation tool written in and extended with Python.,,https://github.com/buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2023-06-28 15:43:10.000,2022-11-08 15:07:52,1711.0,,172.0,54.0,274.0,134.0,233.0,564.0,2023-02-03 17:52:32.253,2.13.7,123.0,92.0,28,False,,zc.buildout,conda-forge/zc.buildout,,1044.0,,https://pypi.org/project/zc.buildout,2022-04-07 19:12:49.000,1044.0,76293.0,77496.0,https://anaconda.org/conda-forge/zc.buildout,2023-06-16 19:27:31.340,30090.0,3.0,,,,,,,,,,,,,,,,,,,
+135,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2023-08-10 12:31:31.000,2023-08-10 12:31:31,584.0,13.0,57.0,9.0,121.0,13.0,128.0,458.0,2023-07-12 01:47:02.331,1.7.5,62.0,29.0,28,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,,3266.0,3119.0,https://pypi.org/project/docformatter,2023-07-12 01:47:02.331,147.0,340787.0,343372.0,https://anaconda.org/conda-forge/docformatter,2023-07-18 03:59:16.364,95617.0,3.0,,8.0,,,,,,,,,,,,,,,,,
+136,wasabi,ines/wasabi,logging,A lightweight console printing and formatting toolkit.,,https://github.com/explosion/wasabi,https://github.com/explosion/wasabi,MIT,2018-11-17 14:40:55.000,2023-06-07 10:00:19.970,2023-06-07 06:50:58,257.0,,25.0,16.0,34.0,4.0,5.0,429.0,2023-06-07 07:37:46.000,1.1.2,41.0,13.0,28,True,explosion/wasabi,wasabi,conda-forge/wasabi,,35377.0,35069.0,https://pypi.org/project/wasabi,2023-06-07 07:36:02.865,308.0,5073717.0,5095239.0,https://anaconda.org/conda-forge/wasabi,2023-06-07 10:00:19.970,1205268.0,3.0,,,,,,,,,,,,,,,,,,,
+137,py2app,ronaldoussoren/py2app,packaging,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,,https://github.com/ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2023-09-26 16:30:56.000,2023-04-16 08:34:06,854.0,,29.0,14.0,29.0,172.0,307.0,272.0,2023-06-05 10:23:02.276,0.28.6,48.0,31.0,28,True,,py2app,,,5369.0,4537.0,https://pypi.org/project/py2app,2022-12-27 12:57:01.911,832.0,22366.0,22366.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+138,hacking,openstack/hacking,linters,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,,https://github.com/openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2023-09-25 06:22:00.000,2023-09-25 06:20:54,1070.0,4.0,66.0,33.0,7.0,,,233.0,2023-04-27 15:17:02.669,6.0.1,40.0,187.0,28,True,,hacking,,['flake8'],4397.0,,https://pypi.org/project/hacking,2023-04-27 15:17:02.669,4397.0,75678.0,75678.0,,,,2.0,8.0,,,,,,,,,,,,,,,,,,
+139,Bpytop,aristocratos/bpytop,profiling,Linux/OSX/FreeBSD resource monitor.,,https://github.com/aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2023-08-07 06:05:25.000,2022-03-06 14:20:17,408.0,,376.0,152.0,70.0,73.0,228.0,9537.0,,,8.0,35.0,27,False,,bpytop,conda-forge/bpytop,,151.0,151.0,https://pypi.org/project/bpytop,,,5670.0,6117.0,https://anaconda.org/conda-forge/bpytop,2023-06-16 19:24:35.135,14315.0,3.0,,,,,,,,,,,,,,,,,,,
+140,gdbgui,cs01/gdbgui,debugging,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",,https://github.com/cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2023-05-12 22:09:01.000,2022-06-22 04:41:01,431.0,,545.0,165.0,153.0,151.0,169.0,9412.0,2022-06-22 04:50:45.000,0.15.1.0,94.0,41.0,27,False,,gdbgui,,,326.0,324.0,https://pypi.org/project/gdbgui,2022-06-22 04:46:50.000,2.0,12507.0,12911.0,,,,2.0,,15770.0,,,,,,,,,,,,,,,,,
+141,xonsh,xonsh/xonsh,shell,"Python-powered, cross-platform, Unix-gazing shell.",,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,,2015-01-21 22:05:27.000,2023-10-02 21:18:49.000,2023-09-25 08:53:15,10466.0,23.0,590.0,106.0,2580.0,267.0,2195.0,7311.0,2023-08-16 07:02:39.000,0.14.1,99.0,317.0,27,False,,xonsh,,,,,https://pypi.org/project/xonsh,,,6598.0,6686.0,,,,1.0,,9165.0,,,,,,,,,,,,,,,,,
+142,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2023-10-02 17:23:01.000,2022-12-04 22:09:17,262.0,,150.0,50.0,47.0,49.0,70.0,7220.0,2022-07-21 09:20:01.329,2.1.3,17.0,21.0,27,True,,icecream,conda-forge/icecream,,144.0,16.0,https://pypi.org/project/icecream,2022-07-21 09:20:01.329,128.0,286591.0,287412.0,https://anaconda.org/conda-forge/icecream,2023-06-16 19:25:30.341,24642.0,2.0,,,,,,,,,,,,,,,,,,,
+143,PyOxidizer,indygreg/PyOxidizer,packaging,A modern Python application packaging and distribution tool.,,https://github.com/indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2023-09-19 13:54:33.000,2023-01-21 22:38:30,6697.0,,204.0,60.0,128.0,324.0,234.0,4897.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,27,True,,pyoxidizer,,,151.0,149.0,https://pypi.org/project/pyoxidizer,2023-01-02 16:18:55.910,2.0,4296.0,4554.0,,,,3.0,,11630.0,,,,,,,,,,,,,,,,,
+144,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2023-09-18 20:37:58.000,2022-07-14 07:40:12,517.0,,99.0,31.0,361.0,33.0,67.0,2525.0,2021-08-23 20:42:56.000,1.3.0,6.0,19.0,27,False,,notifiers,conda-forge/notifiers,,1086.0,1086.0,https://pypi.org/project/notifiers,,,396745.0,397766.0,https://anaconda.org/conda-forge/notifiers,2023-06-16 19:23:52.875,34738.0,3.0,,,,,,,,,,,,,,,,,,,
+145,pdbpp,pdbpp/pdbpp,debugging,"pdb++, a drop-in replacement for pdb (the Python debugger).",,https://github.com/pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2023-07-07 23:15:37.000,2022-07-14 18:31:38,706.0,,64.0,18.0,318.0,98.0,126.0,1178.0,2021-07-09 22:22:20.000,0.10.3,26.0,41.0,27,False,,pdbpp,conda-forge/pdbpp,,5841.0,5129.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000,712.0,294383.0,295793.0,https://anaconda.org/conda-forge/pdbpp,2023-06-16 13:25:41.484,104351.0,2.0,,,,,,,,,,,,,,,,,,,
+146,pytest-watch,joeyespo/pytest-watch,testing,Local continuous test runner with pytest and watchdog.,,https://github.com/joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2023-09-28 21:11:23.665,2019-06-15 20:36:43,183.0,,55.0,12.0,49.0,51.0,44.0,705.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,27,False,,pytest-watch,conda-forge/pytest-watch,['pytest'],9303.0,8626.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,677.0,478235.0,480771.0,https://anaconda.org/conda-forge/pytest-watch,2023-09-28 21:11:23.665,93848.0,3.0,,,,,,,,,,,,,,,,,,,
+147,pytest-randomly,pytest-dev/pytest-randomly,testing,Pytest plugin to randomly order tests and control random.seed.,,https://github.com/pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2023-10-03 10:50:09.000,2023-09-26 13:17:33,589.0,26.0,29.0,5.0,520.0,9.0,54.0,538.0,2023-08-15 18:04:57.000,3.15.0,33.0,20.0,27,True,,pytest-randomly,conda-forge/pytest-randomly,,274.0,,https://pypi.org/project/pytest-randomly,2023-08-15 18:04:57.000,274.0,1090917.0,1097462.0,https://anaconda.org/conda-forge/pytest-randomly,2023-08-15 20:36:31.270,157103.0,3.0,,,,,,,,,,,,,,,,,,,
+148,python-coloredlogs,xolox/python-coloredlogs,logging,Colored terminal output for Pythons logging module.,,https://github.com/xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2023-06-16 13:23:46.924,2021-06-11 10:22:09,273.0,,40.0,10.0,36.0,29.0,52.0,514.0,,,7.0,15.0,27,False,,coloredlogs,anaconda/coloredlogs,,28695.0,28695.0,https://pypi.org/project/coloredlogs,,,7401209.0,7401365.0,https://anaconda.org/anaconda/coloredlogs,2023-06-16 13:23:46.924,11420.0,3.0,,,,,,,,,,,,,,,,,,,
+149,sphinx-autobuild,executablebooks/sphinx-autobuild,documentation,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,,https://github.com/executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2023-07-27 02:41:54.000,2023-02-09 08:53:43,295.0,,63.0,19.0,62.0,23.0,53.0,482.0,2022-04-20 19:59:44.000,2021.03.14,15.0,24.0,27,True,,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],22700.0,19784.0,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000,2916.0,466708.0,469466.0,https://anaconda.org/conda-forge/sphinx-autobuild,2023-06-16 13:21:20.882,215153.0,3.0,,,,,,,,,,,,,,,,,,,
+150,darglint,terrencepreilly/darglint,linters,A python documentation linter which checks that the docstring description matches the definition.,,https://github.com/terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2023-06-16 16:17:00.951,2021-10-18 03:34:23,504.0,,42.0,7.0,61.0,71.0,95.0,480.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,27,False,,darglint,conda-forge/darglint,,19611.0,19485.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,126.0,405458.0,407013.0,https://anaconda.org/conda-forge/darglint,2023-06-16 16:17:00.951,76221.0,2.0,,,,,,,,,,,,,,,,,,,
+151,pep8-naming,PyCQA/pep8-naming,linters,Naming Convention checker for Python.,,https://github.com/PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2023-06-16 13:15:30.349,2023-05-06 20:04:56,258.0,,138.0,16.0,123.0,18.0,78.0,466.0,2022-12-19 20:46:55.580,0.13.3,27.0,35.0,27,False,,pep8-naming,conda-forge/pep8-naming,,51604.0,49724.0,https://pypi.org/project/pep8-naming,2022-12-19 20:46:55.580,1880.0,1813640.0,1817351.0,https://anaconda.org/conda-forge/pep8-naming,2023-06-16 13:15:30.349,341496.0,2.0,,,,,,,,,,,,,,,,,,,
+152,flake8-comprehensions,adamchainz/flake8-comprehensions,linters,A flake8 plugin to help you write better list/set/dict comprehensions.,,https://github.com/adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2023-10-02 23:45:10.000,2023-09-26 08:18:48,557.0,22.0,21.0,7.0,479.0,4.0,51.0,450.0,2023-07-10 12:46:08.000,3.14.0,39.0,15.0,27,True,,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],690.0,,https://pypi.org/project/flake8-comprehensions,2023-07-10 12:46:08.000,690.0,1020222.0,1038993.0,https://anaconda.org/conda-forge/flake8-comprehensions,2023-07-17 21:11:54.892,750866.0,2.0,,,,,,,,,,,,,,,,,,,
+153,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2023-06-16 13:23:45.665,2022-08-10 16:41:28,230.0,,110.0,21.0,61.0,12.0,42.0,430.0,2023-02-02 20:53:42.547,1.4.2,31.0,37.0,27,False,,ddt,conda-forge/ddt,,6609.0,5271.0,https://pypi.org/project/ddt,2023-02-02 20:53:42.547,1338.0,386390.0,387508.0,https://anaconda.org/conda-forge/ddt,2023-06-16 13:23:45.665,88388.0,3.0,,,,,,,,,,,,,,,,,,,
+154,flake8-eradicate,wemake-services/flake8-eradicate,linters,Flake8 plugin to find commented out or dead code.,,https://github.com/wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2023-06-01 15:43:14.086,2023-05-31 09:56:43,371.0,,14.0,6.0,256.0,19.0,30.0,304.0,2023-05-31 09:59:03.360,1.5.0,16.0,16.0,27,True,,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],17385.0,17272.0,https://pypi.org/project/flake8-eradicate,2022-08-11 07:18:01.020,113.0,558589.0,558987.0,https://anaconda.org/conda-forge/flake8-eradicate,2023-06-01 15:43:14.086,11966.0,2.0,,,,,,,,,,,,,,,,,,,
+155,flake8-quotes,zheller/flake8-quotes,linters,Flake8 extension for checking quotes in python.,,https://github.com/zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2023-06-16 13:20:50.267,2022-12-19 16:44:44,108.0,,37.0,4.0,65.0,6.0,44.0,168.0,2022-12-19 16:50:01.696,3.3.2,41.0,32.0,27,True,,flake8-quotes,conda-forge/flake8-quotes,['flake8'],20599.0,19678.0,https://pypi.org/project/flake8-quotes,2022-12-19 16:50:01.696,921.0,692096.0,700146.0,https://anaconda.org/conda-forge/flake8-quotes,2023-06-16 13:20:50.267,684311.0,2.0,,,,,,,,,,,,,,,,,,,
+156,gast,serge-sans-paille/gast,ast,Python AST that abstracts the underlying Python version.,,https://github.com/serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2023-07-03 07:21:35.215,2023-04-29 19:35:43,97.0,,30.0,12.0,45.0,3.0,30.0,128.0,2023-04-29 19:44:01.995,0.5.4,21.0,10.0,27,True,,gast,conda-forge/gast,,133811.0,131856.0,https://pypi.org/project/gast,2023-04-29 19:44:01.995,1955.0,12400647.0,12465408.0,https://anaconda.org/conda-forge/gast,2023-07-03 07:21:35.215,2460949.0,3.0,-2.0,,,,,,,,,,,,,,,,,,
+157,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2023-06-16 13:17:34.885,2018-06-28 13:35:12,500.0,,371.0,5.0,1.0,,,3953.0,2022-11-15 17:59:01.069,0.61.0,59.0,62.0,26,False,,memory_profiler,conda-forge/memory_profiler,,211.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,211.0,865303.0,869450.0,https://anaconda.org/conda-forge/memory_profiler,2023-06-16 13:17:34.885,369120.0,3.0,11.0,,,,,,,,,,,,,,,,,,
+158,uiautomator,xiaocong/uiautomator,testing,Python wrapper of Android uiautomator test tool.,,https://github.com/xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2023-02-28 00:25:02.000,2020-11-16 01:36:32,316.0,,636.0,156.0,35.0,183.0,119.0,1943.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,26,False,,uiautomator,,,322.0,254.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,68.0,22417.0,22417.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+159,pympler,pympler/pympler,profiling,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",,https://github.com/pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2023-08-07 14:53:26.000,2022-07-24 14:45:54,478.0,,86.0,10.0,60.0,56.0,53.0,1086.0,2021-12-22 16:55:15.000,1.0.1,17.0,29.0,26,False,,pympler,conda-forge/pympler,,347.0,,https://pypi.org/project/pympler,2021-12-22 16:55:15.000,347.0,1605080.0,1609900.0,https://anaconda.org/conda-forge/pympler,2023-06-16 13:20:11.899,380790.0,3.0,,,,,,,,,,,,,,,,,,,
+160,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2023-05-16 14:03:19.000,2022-08-08 11:25:05,700.0,,102.0,20.0,97.0,56.0,95.0,1023.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,26,False,,pylama,,,6705.0,6051.0,https://pypi.org/project/pylama,2022-08-08 11:29:01.059,654.0,182504.0,182504.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+161,pdoc3,pdoc3/pdoc,documentation,Auto-generate API documentation for Python projects.,,https://github.com/pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000,2023-08-24 02:21:44.000,2022-12-21 03:55:00,575.0,,139.0,8.0,116.0,123.0,203.0,1012.0,2021-08-03 14:51:19.000,0.10.0,34.0,58.0,26,True,,pdoc3,anaconda/pdoc3,,3823.0,3605.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000,218.0,186271.0,186304.0,https://anaconda.org/anaconda/pdoc3,2023-06-16 16:19:13.966,1579.0,3.0,,,,,,,,,,,,,,,,,,,
+162,green,CleanCut/green,testing,"Green is a clean, colorful, fast python test runner.",,https://github.com/CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2023-09-28 06:00:07.530,2023-05-18 17:02:25,1091.0,,80.0,25.0,77.0,6.0,173.0,773.0,2022-09-21 00:00:55.818,3.4.3,145.0,39.0,26,True,,green,conda-forge/green,,235.0,,https://pypi.org/project/green,2022-09-21 00:00:55.818,235.0,12829.0,16170.0,https://anaconda.org/conda-forge/green,2023-09-28 06:00:07.530,130318.0,3.0,,,,,,,,,,,,,,,,,,,
+163,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-..,,https://github.com/tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2023-09-03 20:47:47.000,2023-07-13 12:56:05,366.0,3.0,51.0,18.0,78.0,27.0,120.0,721.0,2023-07-13 13:22:05.000,2.0.12,84.0,24.0,26,True,,pytest-testmon,conda-forge/pytest-testmon,['pytest'],1171.0,1165.0,https://pypi.org/project/pytest-testmon,2023-07-13 13:17:02.192,6.0,138881.0,139474.0,https://anaconda.org/conda-forge/pytest-testmon,2023-06-16 16:09:13.484,40335.0,3.0,,,,,,,,,,,,,,,,,,,
+164,mypy-protobuf,dropbox/mypy-protobuf,linters,open source tools to generate mypy stubs from protobufs.,,https://github.com/nipunn1313/mypy-protobuf,https://github.com/nipunn1313/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2023-10-05 08:15:44.000,2023-08-03 07:40:25,478.0,6.0,78.0,18.0,450.0,13.0,110.0,587.0,2023-07-29 00:23:21.000,3.5.0,41.0,37.0,26,True,nipunn1313/mypy-protobuf,mypy-protobuf,conda-forge/mypy-protobuf,,101.0,,https://pypi.org/project/mypy-protobuf,2023-07-29 00:23:21.000,101.0,1618489.0,1621793.0,https://anaconda.org/conda-forge/mypy-protobuf,2023-08-20 18:57:58.024,115652.0,3.0,,,,,,,,,,,,,,,,,,,
+165,sphinx-bootstrap-theme,ryan-roemer/sphinx-bootstrap-theme,documentation,Sphinx Bootstrap Theme.,,https://github.com/ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2022-02-28 16:14:56.000,2022-02-03 20:25:55,403.0,,213.0,24.0,95.0,56.0,83.0,586.0,2022-02-03 20:27:24.000,0.8.1,58.0,39.0,26,False,,sphinx-bootstrap-theme,,['sphinx'],621.0,,https://pypi.org/project/sphinx-bootstrap-theme,2022-02-03 20:27:24.000,621.0,103293.0,103293.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+166,interrogate,econchick/interrogate,documentation,Explain yourself! Interrogate a codebase for docstring coverage.,,https://github.com/econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2023-10-03 11:56:39.000,2023-09-07 20:35:16,182.0,4.0,40.0,5.0,107.0,27.0,27.0,502.0,2021-09-10 23:05:20.000,1.5.0,14.0,12.0,26,True,,interrogate,,,5354.0,5176.0,https://pypi.org/project/interrogate,2021-09-10 23:05:20.000,178.0,97698.0,97698.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+167,nitpick,andreoliwa/nitpick,linters,Enforce the same settings on multiple projects.,,https://github.com/andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2023-10-04 14:02:06.000,2023-10-03 08:15:02,821.0,21.0,21.0,3.0,486.0,45.0,80.0,362.0,2023-08-19 01:46:45.000,0.34.0,52.0,16.0,26,True,,nitpick,,['flake8'],1278.0,1266.0,https://pypi.org/project/nitpick,2023-08-19 01:46:40.000,12.0,17432.0,17432.0,,,,3.0,,5.0,,,,,,,,,,,,,,,,,
+168,check-manifest,mgedmin/check-manifest,linters,Tool to check the completeness of MANIFEST.in for Python packages.,,https://github.com/mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2023-10-04 13:12:44.000,2023-10-04 13:12:43,568.0,4.0,39.0,6.0,71.0,20.0,76.0,282.0,,,43.0,22.0,26,True,,check-manifest,conda-forge/check-manifest,,12687.0,9558.0,https://pypi.org/project/check-manifest,2022-12-05 08:17:08.785,3129.0,202415.0,204200.0,https://anaconda.org/conda-forge/check-manifest,2023-06-16 16:12:23.756,103565.0,3.0,,,,,,,,,,,,,,,,,,,
+169,asteval,newville/asteval,ast,minimalistic evaluator of python expression using ast module.,,https://github.com/newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2023-10-02 00:50:42.000,2023-10-02 00:50:42,537.0,22.0,38.0,10.0,58.0,3.0,61.0,163.0,2023-07-16 18:33:22.000,0.9.31,31.0,24.0,26,True,,asteval,conda-forge/asteval,,176.0,,https://pypi.org/project/asteval,2022-05-24 15:52:50.000,176.0,284052.0,294266.0,https://anaconda.org/conda-forge/asteval,2023-07-16 20:56:29.139,326865.0,3.0,,,,,,,,,,,,,,,,,,,
+170,pandas-vet,deppen8/pandas-vet,linters,A plugin for Flake8 that checks pandas code.,,https://github.com/deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2023-08-11 17:41:30.000,2023-08-11 15:07:51,233.0,44.0,18.0,6.0,83.0,11.0,41.0,156.0,2023-08-11 15:10:29.000,2023.8.2,10.0,14.0,26,True,,pandas-vet,conda-forge/pandas-vet,['flake8'],417.0,399.0,https://pypi.org/project/pandas-vet,2023-08-11 15:09:04.000,18.0,67634.0,68460.0,https://anaconda.org/conda-forge/pandas-vet,2023-08-11 17:40:05.281,16514.0,3.0,,71.0,,,,,,,,,,,,,,,,,
+171,MonkeyType,Instagram/MonkeyType,refactoring,A Python library that generates static type annotations by collecting runtime types.,,https://github.com/Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2023-10-02 23:34:50.000,2023-09-21 19:22:19,335.0,5.0,159.0,55.0,133.0,40.0,135.0,4366.0,2023-03-20 14:10:04.829,23.3.0,23.0,47.0,25,True,,monkeytype,conda-forge/monkeytype,,26.0,,https://pypi.org/project/monkeytype,2022-02-18 23:46:48.000,26.0,55870.0,56661.0,https://anaconda.org/conda-forge/monkeytype,2023-06-16 16:09:34.593,54623.0,2.0,,,,,,,,,,,,,,,,,,,
+172,dephell,dephell/dephell,dependency-managers,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",,https://github.com/dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39,2145.0,,118.0,26.0,221.0,107.0,161.0,1758.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,25,False,,dephell,,,838.0,821.0,https://pypi.org/project/dephell,2020-04-28 06:31:03.273,17.0,3573.0,3577.0,,,,3.0,,252.0,,,,,,,,,,,,,,,,,
+173,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2023-09-26 20:28:23.000,2023-01-20 18:08:14,186.0,,96.0,35.0,76.0,44.0,34.0,1489.0,2020-09-17 01:55:39.000,0.9.0,8.0,27.0,25,True,,bowler,conda-forge/bowler,,13.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,13.0,80850.0,81146.0,https://anaconda.org/conda-forge/bowler,2023-06-16 16:11:48.791,17504.0,2.0,,,,,,,,,,,,,,,,,,,
+174,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2023-08-31 12:24:27.000,2023-02-20 18:24:13,204.0,,35.0,8.0,35.0,9.0,21.0,1252.0,2022-11-24 20:30:35.533,0.2.10,19.0,7.0,25,True,,stackprinter,conda-forge/stackprinter,,330.0,302.0,https://pypi.org/project/stackprinter,2022-11-24 20:30:35.533,28.0,290351.0,290503.0,https://anaconda.org/conda-forge/stackprinter,2023-06-16 16:15:48.838,7955.0,3.0,,,,,,,,,,,,,,,,,,,
+175,Mamba Test Runner,nestorsalceda/mamba,testing,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,,https://github.com/nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2023-10-05 13:48:57.000,2020-11-16 12:31:58,468.0,,63.0,24.0,86.0,45.0,52.0,508.0,2020-11-16 12:36:24.000,0.11.2,21.0,23.0,25,False,,mamba,,,971.0,843.0,https://pypi.org/project/mamba,2020-11-16 12:35:41.000,128.0,6559.0,6559.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+176,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2023-10-02 16:57:09.000,2023-09-30 10:39:36,1132.0,27.0,163.0,33.0,398.0,39.0,294.0,418.0,2023-08-11 17:02:05.000,3.4.5,43.0,70.0,25,True,,,constructor,,15.0,15.0,,,,,98.0,https://anaconda.org/anaconda/constructor,2023-09-07 06:05:35.443,8636.0,3.0,,276.0,,,,,,,,,,,,,,,,,
+177,mkdocs-awesome-pages-plugin,lukasgeiter/mkdocs-awesome-pages-plugin,documentation,An MkDocs plugin that simplifies configuring page titles and their order.,,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2023-08-19 21:30:31.000,2023-08-19 21:19:39,96.0,4.0,31.0,7.0,17.0,15.0,55.0,368.0,2023-08-19 21:31:54.000,2.9.2,24.0,7.0,25,True,,mkdocs-awesome-pages-plugin,,['mkdocs'],3355.0,3246.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2023-08-19 21:30:31.000,109.0,161395.0,161395.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+178,pytest-lazy-fixture,tvorog/pytest-lazy-fixture,testing,It helps to use fixtures in pytest.mark.parametrize.,,https://github.com/TvoroG/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2023-10-02 21:31:31.000,2022-01-27 10:32:34,98.0,,24.0,8.0,23.0,20.0,21.0,345.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,25,False,,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],2197.0,2043.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,154.0,477048.0,483808.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2023-06-16 13:24:44.425,527332.0,3.0,,,,,,,,,,,,,,,,,,,
+179,pytest-mypy,dbader/pytest-mypy,testing,Mypy static type checker plugin for Pytest.,,https://github.com/realpython/pytest-mypy,https://github.com/realpython/pytest-mypy,MIT,2016-09-29 14:39:23.000,2023-07-16 21:30:01.000,2023-05-08 06:33:29,274.0,,33.0,9.0,97.0,11.0,52.0,230.0,2022-12-18 18:49:02.248,0.10.3,23.0,16.0,25,True,realpython/pytest-mypy,pytest-mypy,conda-forge/pytest-mypy,['pytest'],4184.0,3712.0,https://pypi.org/project/pytest-mypy,2022-12-18 18:49:02.248,472.0,256121.0,258090.0,https://anaconda.org/conda-forge/pytest-mypy,2023-06-16 19:18:02.883,86651.0,3.0,,,,,,,,,,,,,,,,,,,
+180,pytest-datadir,gabrielcnr/pytest-datadir,testing,pytest plugin for manipulating test data directories and files.,,https://github.com/gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2023-10-03 20:24:49.695,2023-10-03 12:24:01,131.0,13.0,21.0,7.0,51.0,7.0,13.0,218.0,2023-10-03 12:20:54.000,1.5.0,11.0,11.0,25,True,,pytest-datadir,conda-forge/pytest-datadir,['pytest'],1628.0,1508.0,https://pypi.org/project/pytest-datadir,2023-10-03 12:20:51.000,120.0,179493.0,198055.0,https://anaconda.org/conda-forge/pytest-datadir,2023-10-03 20:24:49.695,222747.0,3.0,,,,,,,,,,,,,,,,,,,
+181,data-science-types,predictive-analytics-lab/data-science-types,linters,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",,https://github.com/wearepal/data-science-types,https://github.com/wearepal/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2023-06-16 19:24:01.290,2021-02-16 17:29:00,446.0,,52.0,9.0,171.0,33.0,23.0,198.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,25,False,wearepal/data-science-types,data-science-types,conda-forge/data-science-types,,1091.0,1045.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,46.0,99651.0,99928.0,https://anaconda.org/conda-forge/data-science-types,2023-06-16 19:24:01.290,9434.0,3.0,,,,,,,,,,,,,,,,,,,
+182,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/PyCQA/eradicate,https://github.com/PyCQA/eradicate,Saxpath,2012-12-23 04:39:48.000,2023-06-12 14:15:35.396,2023-06-12 09:19:41,183.0,,24.0,5.0,25.0,7.0,16.0,189.0,2023-06-09 06:33:02.577,2.3.0,19.0,13.0,25,False,PyCQA/eradicate,eradicate,conda-forge/eradicate,,14478.0,14384.0,https://pypi.org/project/eradicate,2023-06-09 06:33:02.577,94.0,618570.0,618875.0,https://anaconda.org/conda-forge/eradicate,2023-06-12 14:15:35.396,9164.0,2.0,,,,,,,,,,,,,,,,,,,
+183,flake8-black,peterjc/flake8-black,linters,flake8 plugin to run black for checking Python coding style.,,https://github.com/peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2023-10-02 17:14:18.000,2023-10-02 17:14:17,169.0,4.0,11.0,2.0,53.0,6.0,23.0,160.0,2022-12-20 09:31:01.407,0.3.6,20.0,10.0,25,True,,flake8-black,conda-forge/flake8-black,['flake8'],7474.0,7217.0,https://pypi.org/project/flake8-black,2022-12-20 09:31:01.407,257.0,997702.0,1006389.0,https://anaconda.org/conda-forge/flake8-black,2023-06-16 16:15:31.454,451732.0,3.0,,,,,,,,,,,,,,,,,,,
+184,flake8-builtins,gforcada/flake8-builtins,linters,Check for python builtins being used as variables or parameters.,,https://github.com/gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2023-10-03 00:21:12.000,2023-09-16 10:58:51,294.0,9.0,21.0,4.0,67.0,2.0,43.0,105.0,2022-12-22 23:44:03.313,2.1.0,26.0,17.0,25,True,,flake8-builtins,conda-forge/flake8-builtins,['flake8'],10157.0,9651.0,https://pypi.org/project/flake8-builtins,2022-12-22 23:44:03.313,506.0,629340.0,632039.0,https://anaconda.org/conda-forge/flake8-builtins,2023-06-16 13:23:26.276,224088.0,3.0,,,,,,,,,,,,,,,,,,,
+185,better-exceptions,Qix-/better-exceptions,logging,"Pretty and useful exceptions in Python, automatically.",,https://github.com/Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2023-03-23 11:09:43.000,2023-01-05 00:12:47,102.0,,207.0,70.0,56.0,32.0,46.0,4445.0,2021-01-29 16:48:55.000,0.3.3,16.0,17.0,24,True,,better-exceptions,,,84.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,84.0,105540.0,105540.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+186,shiv,linkedin/shiv,packaging,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",,https://github.com/linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2023-10-03 18:54:37.000,2023-09-07 16:41:57,207.0,2.0,89.0,28.0,117.0,43.0,77.0,1619.0,2023-09-07 16:49:17.000,1.0.4,61.0,39.0,24,True,,shiv,,,13.0,,https://pypi.org/project/shiv,2023-09-07 16:47:11.000,13.0,31240.0,31251.0,,,,3.0,,600.0,,,,,,,,,,,,,,,,,
+187,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/PyCQA/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000,2021-12-09 03:12:36,1672.0,,73.0,28.0,106.0,80.0,48.0,674.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,24,False,,redbaron,,,720.0,589.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,131.0,48400.0,48400.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+188,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2023-09-25 23:45:56.000,2023-01-27 11:02:15,1077.0,,81.0,21.0,34.0,19.0,133.0,647.0,2022-11-05 16:32:25.000,0.13.0.0,25.0,17.0,24,True,,py2exe,,,2033.0,1856.0,https://pypi.org/project/py2exe,2022-11-05 16:36:06.716,177.0,15141.0,15405.0,,,,3.0,,14534.0,,,,,,,,,,,,,,,,,
+189,blacken-docs,asottile/blacken-docs,documentation,Run `black` on python code blocks in documentation files.,,https://github.com/adamchainz/blacken-docs,https://github.com/adamchainz/blacken-docs,MIT,2018-06-03 02:48:01.000,2023-10-02 23:42:44.000,2023-09-26 08:18:42,369.0,32.0,40.0,8.0,221.0,8.0,62.0,560.0,2023-08-16 08:58:38.000,1.16.0,26.0,19.0,24,True,adamchainz/blacken-docs,blacken-docs,conda-forge/blacken-docs,,34.0,,https://pypi.org/project/blacken-docs,2023-08-16 08:58:38.000,34.0,158941.0,159753.0,https://anaconda.org/conda-forge/blacken-docs,2023-08-16 10:40:14.275,31698.0,3.0,,,,,,,,,,,,,,,,,,,
+190,Fixit,Instagram/Fixit,linters,Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom..,,https://github.com/Instagram/Fixit,https://github.com/Instagram/Fixit,,2020-02-20 19:09:01.000,2023-10-01 10:45:28.000,2023-09-27 22:50:45,308.0,28.0,55.0,28.0,296.0,22.0,77.0,543.0,2023-07-17 20:20:42.042,2.0.0,10.0,39.0,24,False,,fixit,,,47.0,45.0,https://pypi.org/project/fixit,2023-07-17 20:33:00.500,2.0,33464.0,33464.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+191,pytest-plugins,man-group/pytest-plugins,testing,A grab-bag of nifty pytest plugins.,,https://github.com/man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2023-08-30 11:53:48.000,2022-11-03 10:04:57,807.0,,76.0,24.0,116.0,55.0,58.0,520.0,2019-05-28 06:37:19.000,1.7.0,12.0,62.0,24,True,,pytest-virtualenv,conda-forge/pytest-shutil,,75.0,,https://pypi.org/project/pytest-virtualenv,2019-05-28 06:37:19.000,75.0,39065.0,39905.0,https://anaconda.org/conda-forge/pytest-shutil,2023-06-16 16:13:53.097,52924.0,3.0,,,,,,,,,,,,,,,,,,,
+192,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2023-06-16 13:19:05.560,2023-04-16 21:21:14,535.0,,83.0,13.0,85.0,41.0,93.0,455.0,2017-12-31 01:13:41.000,1.3.4,28.0,46.0,24,True,,paver,conda-forge/paver,,961.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,961.0,48319.0,48654.0,https://anaconda.org/conda-forge/paver,2023-06-16 13:19:05.560,27845.0,3.0,,,,,,,,,,,,,,,,,,,
+193,flake8-import-order,PyCQA/flake8-import-order,linters,Flake8 plugin that checks import order against various Python Style Guides.,,https://github.com/PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2023-09-13 20:26:49.000,2023-09-13 20:26:49,293.0,1.0,71.0,10.0,101.0,12.0,90.0,276.0,2022-11-26 20:15:35.517,0.18.2,35.0,46.0,24,True,,flake8-import-order,conda-forge/flake8-import-order,['flake8'],1252.0,,https://pypi.org/project/flake8-import-order,2022-11-26 20:15:35.517,1252.0,420763.0,423663.0,https://anaconda.org/conda-forge/flake8-import-order,2023-06-16 13:24:07.930,240765.0,3.0,,,,,,,,,,,,,,,,,,,
+194,releases,bitprophet/releases,documentation,A powerful Sphinx changelog-generating extension.,,https://github.com/bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2023-09-24 00:06:12.000,2023-09-24 00:06:10,594.0,3.0,40.0,7.0,27.0,30.0,46.0,173.0,2023-04-28 19:14:01.551,2.1.1,37.0,10.0,24,True,,releases,conda-forge/sphinx-releases,['sphinx'],964.0,593.0,https://pypi.org/project/releases,2023-04-28 19:14:01.551,371.0,18295.0,19059.0,https://anaconda.org/conda-forge/sphinx-releases,2023-06-16 16:08:54.259,49696.0,3.0,,,,,,,,,,,,,,,,,,,
+195,flake8-commas,PyCQA/flake8-commas,linters,Flake8 extension for enforcing trailing commas in python.,,https://github.com/PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2021-10-13 19:25:52.000,2021-10-13 19:25:45,176.0,,28.0,4.0,38.0,5.0,26.0,126.0,2021-10-13 19:25:39.000,2.1.0,20.0,12.0,24,False,,flake8-commas,,['flake8'],16745.0,16357.0,https://pypi.org/project/flake8-commas,2021-10-13 19:25:39.000,388.0,403756.0,403756.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+196,pytkdocs,mkdocstrings/pytkdocs,documentation,Load Python objects documentation.,,https://github.com/mkdocstrings/pytkdocs,https://github.com/mkdocstrings/pytkdocs,ISC,2020-02-04 21:18:34.000,2023-06-16 19:23:18.580,2022-03-07 18:48:36,240.0,,33.0,3.0,45.0,21.0,80.0,48.0,2022-03-07 18:50:03.302,0.16.1,26.0,23.0,24,False,,pytkdocs,conda-forge/pytkdocs,,1307.0,1296.0,https://pypi.org/project/pytkdocs,2022-03-07 18:50:03.302,11.0,78016.0,80658.0,https://anaconda.org/conda-forge/pytkdocs,2023-06-16 19:23:18.580,95113.0,3.0,,,,,,,,,,,,,,,,,,,
+197,vprof,nvdv/vprof,profiling,Visual profiler for Python.,,https://github.com/nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2022-07-15 07:43:03.000,2022-07-15 07:43:03,620.0,,170.0,72.0,32.0,27.0,57.0,3928.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,23,False,,vprof,,,131.0,115.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,16.0,2666.0,2666.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+198,pyt,python-security/pyt,security,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,,https://github.com/python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000,2020-03-08 21:43:06,1576.0,,234.0,70.0,116.0,22.0,78.0,2147.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,23,False,,python-taint,,,104.0,92.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,12.0,3813.0,3814.0,,,,3.0,,110.0,,,,,,,,,,,,,,,,,
+199,portray,timothycrosley/portray,documentation,Your Project with Great Documentation.,,https://github.com/timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2023-09-19 11:00:56.000,2023-01-03 00:40:56,266.0,,73.0,17.0,43.0,32.0,32.0,852.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,23,True,,portray,,,828.0,807.0,https://pypi.org/project/portray,2022-12-19 09:01:00.611,21.0,12348.0,12348.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+200,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2022-11-04 09:45:28.000,2022-04-21 14:15:55,556.0,,123.0,33.0,90.0,31.0,144.0,851.0,2020-07-03 08:11:24.000,2.5.1,22.0,30.0,23,False,,pynsist,,,254.0,204.0,https://pypi.org/project/pynsist,2022-03-21 11:44:22.000,50.0,1808.0,1808.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+201,pycco,pycco-docs/pycco,documentation,Literate-style documentation generator.,,https://github.com/pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2023-06-12 20:15:00.000,2019-12-20 19:59:49,222.0,,149.0,16.0,66.0,32.0,28.0,833.0,2018-07-25 01:44:55.232,0.6.0,11.0,36.0,23,False,,pycco,,,421.0,306.0,https://pypi.org/project/pycco,2016-06-04 18:49:28.000,115.0,1825.0,1825.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+202,python-devtools,samuelcolvin/python-devtools,logging,Dev tools for python.,,https://github.com/samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000,2023-10-03 03:16:30.000,2023-09-03 16:50:32,132.0,9.0,36.0,11.0,91.0,12.0,39.0,829.0,2023-09-03 16:53:31.000,0.12.2,18.0,12.0,23,True,,python-devtools,conda-forge/python-devtools,,1627.0,1626.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000,1.0,631.0,1241.0,https://anaconda.org/conda-forge/python-devtools,2023-09-06 00:26:02.432,18306.0,3.0,,,,,,,,,,,,,,,,,,,
+203,add-trailing-comma,asottile/add-trailing-comma,refactoring,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,,https://github.com/asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2023-10-03 17:17:34.000,2023-10-03 17:17:33,465.0,28.0,21.0,6.0,200.0,,54.0,314.0,2023-08-30 17:27:37.000,3.1.0,41.0,11.0,23,True,,add-trailing-comma,,,21.0,,https://pypi.org/project/add-trailing-comma,2023-08-30 17:27:37.000,21.0,27627.0,27627.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+204,baron,PyCQA/baron,refactoring,"IDE allow you to refactor code, Baron allows you to write refactoring code.",,https://github.com/PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-12-09 03:34:37.000,2021-12-09 03:33:22,1505.0,,52.0,15.0,100.0,46.0,30.0,281.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,23,False,,baron,,,375.0,316.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,59.0,48509.0,48509.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+205,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2023-08-12 17:24:35.000,2023-08-12 17:19:26,116.0,2.0,20.0,6.0,16.0,8.0,28.0,226.0,2023-08-12 17:24:35.000,0.9.1,22.0,10.0,23,True,,xenon,conda-forge/xenon,,1196.0,1115.0,https://pypi.org/project/xenon,2023-08-12 17:24:35.000,81.0,144731.0,145028.0,https://anaconda.org/conda-forge/xenon,2023-06-16 13:23:09.938,21400.0,3.0,,,,,,,,,,,,,,,,,,,
+206,sphinx-markdown-builder,clayrisser/sphinx-markdown-builder,documentation,DISCONTINUED: sphinx builder that outputs markdown files. The active version of this project is now being maintained..,,https://github.com/clayrisser/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2023-08-13 05:31:31.000,2023-06-24 21:25:38,106.0,,46.0,7.0,27.0,,39.0,164.0,2023-08-13 05:31:31.000,0.6.5,29.0,19.0,23,True,,sphinx-markdown-builder,,['sphinx'],813.0,734.0,https://pypi.org/project/sphinx-markdown-builder,2023-08-13 05:31:31.000,79.0,52295.0,52295.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+207,pyenv-virtualenv,pyenv/pyenv-virtualenv,virtual-envs,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,,https://github.com/pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2023-07-30 13:52:49.000,2023-06-26 22:36:04,503.0,,370.0,75.0,132.0,107.0,225.0,5695.0,2023-07-30 13:52:49.000,1.2.2,10.0,58.0,22,True,,,,,16.0,16.0,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+208,xxh,xxh/xxh,shell,"Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish, zsh, osquery and so on.",,https://github.com/xxh/xxh,https://github.com/xxh/xxh,BSD-2-Clause,2019-11-03 12:04:13.000,2023-06-21 16:18:50.000,2023-06-21 16:18:49,768.0,,93.0,44.0,56.0,20.0,60.0,4648.0,2022-09-29 10:20:01.217,0.8.12,89.0,24.0,22,True,,xxh-xxh,,,77.0,77.0,https://pypi.org/project/xxh-xxh,2022-09-29 10:20:01.217,,170.0,211.0,,,,3.0,,1815.0,,,,,,,,,,,,,,,,,
+209,rebound,shobrook/rebound,logging,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,,https://github.com/shobrook/rebound,https://github.com/shobrook/rebound,,2018-02-28 04:47:03.000,2023-10-04 16:28:37.640,2022-02-16 05:16:40,168.0,,374.0,76.0,41.0,14.0,38.0,4020.0,2018-12-04 10:11:53.000,2.0.0,51.0,16.0,22,False,,rebound,conda-forge/rebound,,24.0,24.0,https://pypi.org/project/rebound,,,14493.0,22115.0,https://anaconda.org/conda-forge/rebound,2023-10-04 16:28:37.640,312418.0,3.0,-4.0,234.0,,,,,,,,,,,,,,,,,
+210,pyrasite,lmacken/pyrasite,debugging,Inject code into running Python processes.,,https://github.com/lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2023-03-03 17:07:08.000,2023-03-03 17:07:08,349.0,,198.0,61.0,44.0,40.0,16.0,2728.0,,,13.0,23.0,22,True,,pyrasite,,,55.0,49.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,6.0,29234.0,29234.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+211,pyflow,David-OConnor/pyflow,dependency-managers,An installation and dependency system for Python.,,https://github.com/David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2023-03-07 21:30:59.000,2022-03-11 18:31:51,368.0,,45.0,24.0,55.0,62.0,73.0,1290.0,2021-07-02 13:17:04.000,0.3.1,26.0,28.0,22,False,,pyflow,,,43.0,42.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,1.0,205.0,331.0,,,,3.0,,6325.0,,,,,,,,,,,,,,,,,
+212,snoop,alexmojaki/snoop,debugging,"A powerful set of Python debugging tools, based on PySnooper.",,https://github.com/alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2023-06-16 19:27:40.699,2022-12-22 13:48:56,431.0,,33.0,20.0,16.0,22.0,28.0,957.0,2022-12-22 13:51:11.775,0.4.3,14.0,22.0,22,True,,snoop,conda-forge/snoop,,23.0,,https://pypi.org/project/snoop,2021-11-11 16:57:18.000,23.0,62348.0,62534.0,https://anaconda.org/conda-forge/snoop,2023-06-16 19:27:40.699,4476.0,3.0,,,,,,,,,,,,,,,,,,,
+213,python-hunter,ionelmc/python-hunter,debugging,Hunter is a flexible code tracing toolkit.,,https://github.com/ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2023-09-30 00:54:39.787,2023-04-26 09:11:54,1074.0,,43.0,15.0,21.0,41.0,54.0,752.0,2023-04-26 10:15:04.184,3.6.1,53.0,9.0,22,True,,hunter,conda-forge/hunter,,177.0,154.0,https://pypi.org/project/hunter,2023-04-26 10:15:04.184,23.0,8312.0,10205.0,https://anaconda.org/conda-forge/hunter,2023-09-30 00:54:39.787,51116.0,3.0,,,,,,,,,,,,,,,,,,,
+214,pytest-docker,avast/pytest-docker,testing,Docker-based integration tests.,,https://github.com/avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2023-09-01 07:51:04.000,2023-09-01 07:48:02,73.0,2.0,61.0,8.0,54.0,19.0,34.0,355.0,2023-09-01 07:51:04.000,2.0.1,22.0,18.0,22,True,,pytest-docker,,['pytest'],45.0,,https://pypi.org/project/pytest-docker,2023-09-01 07:48:54.000,45.0,139615.0,139617.0,,,,3.0,,132.0,,,,,,,,,,,,,,,,,
+215,mkdocs-with-pdf,orzih/mkdocs-with-pdf,documentation,Generate a single PDF file from MkDocs repository.,,https://github.com/orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2023-06-08 09:34:08.000,2021-10-14 20:29:54,188.0,,66.0,10.0,50.0,77.0,44.0,259.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,22,False,,mkdocs-with-pdf,,['mkdocs'],392.0,389.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,3.0,26119.0,26119.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+216,mkdocs-print-site-plugin,timvink/mkdocs-print-site-plugin,documentation,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",,https://github.com/timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2023-09-03 22:00:34.000,2023-08-28 07:27:52,227.0,3.0,14.0,3.0,10.0,8.0,71.0,89.0,2023-08-28 07:29:57.000,2.3.6,41.0,5.0,22,True,,mkdocs-print-site-plugin,,['mkdocs'],250.0,244.0,https://pypi.org/project/mkdocs-print-site-plugin,2023-08-28 07:29:57.000,6.0,19376.0,19376.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+217,Profiling,what-studio/profiling,profiling,Was an interactive continuous Python profiler.,,https://github.com/what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2021-12-15 15:24:47.133,2020-08-24 01:31:58,433.0,,120.0,75.0,25.0,17.0,20.0,2991.0,2017-06-28 06:10:16.000,0.1.3,4.0,18.0,21,False,,profiling,,,70.0,64.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000,6.0,2073.0,2073.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+218,sixpack,sixpack/sixpack,testing,Sixpack is a language-agnostic a/b-testing framework.,,https://github.com/sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2022-08-21 18:43:32.000,2020-08-26 00:32:16,828.0,,185.0,71.0,170.0,88.0,128.0,1756.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,21,False,,sixpack,,,15.0,11.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,110.0,110.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+219,pyannotate,dropbox/pyannotate,refactoring,Auto-generate PEP-484 annotations.,,https://github.com/dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2022-07-03 08:24:17.000,2021-10-12 20:53:49,95.0,,62.0,28.0,63.0,34.0,33.0,1397.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,21,False,,pyannotate,,,153.0,123.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,30.0,3713.0,3713.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+220,assertpy,ActivisionGameScience/assertpy,testing,Simple assertion library for unit testing in python with a fluent API.,,https://github.com/ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2019-11-17 15:47:15.000,2023-09-10 22:29:17.739,2019-10-30 17:50:10,279.0,,61.0,1.0,,,,433.0,,,13.0,10.0,21,False,,assertpy,conda-forge/assertpy,,110.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,110.0,444485.0,445066.0,https://anaconda.org/conda-forge/assertpy,2023-09-10 22:29:17.739,22663.0,3.0,,,,,,,,,,,,,,,,,,,
+221,python-manhole,ionelmc/python-manhole,debugging,Debugging manhole for python applications.,,https://github.com/ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2023-06-16 19:26:54.777,2022-12-17 09:19:54,492.0,,23.0,10.0,44.0,7.0,15.0,356.0,2021-04-08 20:14:54.000,1.8.0,23.0,11.0,21,True,,manhole,conda-forge/manhole,,298.0,261.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000,37.0,14887.0,15547.0,https://anaconda.org/conda-forge/manhole,2023-06-16 19:26:54.777,17834.0,3.0,,,,,,,,,,,,,,,,,,,
+222,mkdocs-pdf-export-plugin,zhaoterryy/mkdocs-pdf-export-plugin,documentation,An MkDocs plugin to export content pages as PDF files.,,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2023-07-28 19:56:59.000,2021-10-05 01:31:10,72.0,,42.0,19.0,32.0,41.0,46.0,290.0,2021-10-05 01:33:27.000,0.5.10,24.0,11.0,21,False,,mkdocs-pdf-export-plugin,,['mkdocs'],523.0,517.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,6.0,18847.0,18847.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+223,lazydocs,ml-tooling/lazydocs,documentation,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,,https://github.com/ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2023-10-03 04:55:24.000,2023-06-11 00:08:52,155.0,,33.0,8.0,35.0,4.0,24.0,153.0,2021-07-27 09:00:22.000,0.4.8,13.0,10.0,21,True,,lazydocs,,,176.0,176.0,https://pypi.org/project/lazydocs,,,6369.0,6369.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+224,dodgy,landscapeio/dodgy,security,Looks at Python code to search for things which look dodgy such as passwords or diffs.,,https://github.com/landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2023-06-16 13:16:51.618,2021-03-21 11:36:52,70.0,,20.0,6.0,14.0,11.0,3.0,114.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,21,False,,dodgy,conda-forge/dodgy,,2848.0,2562.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,286.0,512046.0,512950.0,https://anaconda.org/conda-forge/dodgy,2023-06-16 13:16:51.618,77762.0,3.0,,,,,,,,,,,,,,,,,,,
+225,flake8-bandit,tylerwince/flake8-bandit,linters,Automated security testing using bandit and flake8.,,https://github.com/tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2023-09-13 06:38:29.000,2022-08-29 13:45:55,70.0,,27.0,5.0,18.0,11.0,16.0,108.0,2022-08-29 14:28:51.025,4.1.1,13.0,12.0,21,False,,flake8-bandit,,['flake8'],176.0,,https://pypi.org/project/flake8-bandit,2022-08-29 14:28:51.025,176.0,477984.0,477984.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+226,heartrate,alexmojaki/heartrate,profiling,Simple real time visualisation of the execution of a Python program.,,https://github.com/alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000,2023-06-16 19:26:36.247,2021-11-13 14:58:04,27.0,,123.0,34.0,4.0,5.0,4.0,1652.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,20,False,,heartrate,conda-forge/heartrate,,55.0,52.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000,3.0,1133.0,1234.0,https://anaconda.org/conda-forge/heartrate,2023-06-16 19:26:36.247,2836.0,3.0,,,,,,,,,,,,,,,,,,,
+227,unimport,hakancelik96/unimport,refactoring,The ultimate linter and formatter for removing unused import statements in your code.,,https://github.com/hakancelikdev/unimport,https://github.com/hakancelikdev/unimport,MIT,2019-09-08 09:49:24.000,2023-07-07 11:13:17.000,2023-07-07 10:58:24,475.0,,21.0,5.0,177.0,10.0,99.0,234.0,2023-07-07 11:10:02.502,1.0.0,53.0,15.0,20,True,hakancelikdev/unimport,unimport,,,5.0,,https://pypi.org/project/unimport,2022-01-29 20:05:35.000,5.0,12105.0,12105.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+228,dlint,dlint-py/dlint,security,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,,https://github.com/dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2023-06-16 19:27:52.099,2023-04-10 19:27:15,234.0,,16.0,2.0,16.0,24.0,21.0,157.0,2023-04-10 19:35:00.918,0.14.1,17.0,16.0,20,True,,dlint,conda-forge/dlint,,51.0,,https://pypi.org/project/dlint,2022-08-09 19:17:19.574,51.0,133491.0,133651.0,https://anaconda.org/conda-forge/dlint,2023-06-16 19:27:52.099,3694.0,3.0,,,,,,,,,,,,,,,,,,,
+229,massedit,elmotec/massedit,refactoring,Programmatically edit text files with Python. Useful for source to source transformations.,,https://github.com/elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2023-09-12 01:27:09.000,2023-09-12 01:27:09,194.0,16.0,16.0,5.0,17.0,4.0,7.0,110.0,2023-09-11 03:03:54.000,0.70.1,16.0,9.0,20,True,,massedit,,,48.0,41.0,https://pypi.org/project/massedit,2023-09-11 02:59:59.000,7.0,3223.0,3223.0,,,,3.0,,23.0,,,,,,,,,,,,,,,,,
+230,pip-run,jaraco/pip-run,dependency-managers,pip-run - dynamic dependency loader for Python.,,https://github.com/jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2023-10-02 00:47:44.000,2023-10-02 00:11:10,822.0,52.0,18.0,6.0,20.0,4.0,62.0,107.0,2023-10-02 00:20:40.000,12.3.1,58.0,18.0,20,True,,pip-run,,,3.0,,https://pypi.org/project/pip-run,2023-10-02 00:20:23.000,3.0,5300.0,5300.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+231,unify,myint/unify,refactoring,Modifies strings to all use the same quote where possible.,,https://github.com/myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2023-06-16 19:26:39.293,2019-08-07 13:44:00,69.0,,15.0,7.0,10.0,10.0,3.0,88.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,20,False,,unify,conda-forge/unify,,1290.0,1230.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,60.0,80251.0,80308.0,https://anaconda.org/conda-forge/unify,2023-06-16 19:26:39.293,1603.0,3.0,,,,,,,,,,,,,,,,,,,
+232,pylint-flask,jschaf/pylint-flask,linters,A Pylint plugin to analyze Flask applications.,,https://github.com/jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2023-06-16 13:25:29.031,2022-07-19 20:45:38,40.0,,9.0,3.0,8.0,8.0,6.0,62.0,,,5.0,7.0,20,False,,pylint-flask,conda-forge/pylint-flask,['pylint'],8000.0,7645.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,355.0,1521953.0,1523213.0,https://anaconda.org/conda-forge/pylint-flask,2023-06-16 13:25:29.031,108380.0,3.0,,,,,,,,,,,,,,,,,,,
+233,reloadium,reloadware/reloadium,debugging,"Hot Reloading, Profiling and AI debugging for Python.",,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2023-10-05 13:55:30.000,2023-08-16 12:13:55,49.0,1.0,49.0,25.0,26.0,18.0,101.0,2522.0,2023-08-16 12:10:46.000,1.2.1,42.0,3.0,19,True,,reloadium,,,,,https://pypi.org/project/reloadium,2023-08-16 12:10:46.000,,1448.0,1448.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+234,Birdseye,alexmojaki/birdseye,debugging,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,,https://github.com/alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2022-05-18 12:08:29.000,2022-05-18 12:07:17,415.0,,74.0,42.0,48.0,20.0,34.0,1581.0,2022-05-18 12:08:29.000,0.9.4,39.0,10.0,19,False,,birdseye,,,4.0,,https://pypi.org/project/birdseye,2022-05-18 12:08:29.000,4.0,956.0,956.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+235,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,,2017-06-29 18:15:26.000,2023-09-28 12:39:04.000,2023-09-28 12:30:27,101.0,4.0,54.0,43.0,22.0,7.0,25.0,1553.0,2020-12-02 20:33:26.000,20.12.2,3.0,42.0,19,False,,xar,,,28.0,28.0,https://pypi.org/project/xar,,,319.0,319.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+236,flakehell,life4/flakehell,linters,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",,https://github.com/life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40,368.0,,47.0,5.0,68.0,4.0,,232.0,2021-01-11 18:41:10.489,0.9.0,28.0,16.0,19,False,,flakehell,,['flake8'],18.0,,https://pypi.org/project/flakehell,2021-01-11 18:41:10.489,18.0,22285.0,22286.0,,,,3.0,,71.0,,,,,,,,,,,,,,,,,
+237,xdoctest,Erotemic/xdoctest,testing,A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of REGEX.,,https://github.com/Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2023-10-05 06:25:15.000,2023-08-04 22:44:45,831.0,4.0,10.0,5.0,102.0,19.0,26.0,192.0,2023-01-30 01:07:41.000,1.1.1,11.0,9.0,19,True,,xdoctest,conda-forge/xdoctest,,,,https://pypi.org/project/xdoctest,,,127581.0,131655.0,https://anaconda.org/conda-forge/xdoctest,2023-06-16 19:18:12.043,179281.0,3.0,-3.0,,,,,,,,,,,,,,,,,,conda-forge/xdoctest
+238,flake8-simplify,MartinThoma/flake8-simplify,linters,A flake8 plugin that helps you to simplify code.,,https://github.com/MartinThoma/flake8-simplify,https://github.com/MartinThoma/flake8-simplify,MIT,2020-09-19 16:59:41.000,2023-09-26 17:41:17.851,2023-09-24 09:24:40,143.0,12.0,18.0,5.0,69.0,46.0,72.0,162.0,2022-07-28 16:33:54.000,0.19.3,21.0,14.0,19,True,,flake8-simplify,conda-forge/flake8-simplify,,,,https://pypi.org/project/flake8-simplify,,,284442.0,285435.0,https://anaconda.org/conda-forge/flake8-simplify,2023-09-26 17:41:17.851,33770.0,3.0,,,,,,,,,,,,,,,,,,,
+239,com2ann,ilevkivskyi/com2ann,refactoring,Tool for translation type comments to type annotations in Python.,,https://github.com/ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2023-08-29 08:53:47.000,2023-08-29 08:53:43,44.0,3.0,11.0,7.0,31.0,7.0,21.0,135.0,2021-08-21 09:01:26.000,0.3.0,3.0,7.0,19,True,,com2ann,,,52.0,50.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000,2.0,21636.0,21636.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+240,flake8-mypy,ambv/flake8-mypy,linters,A plugin for flake8 integrating Mypy.,,https://github.com/ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00,50.0,,15.0,5.0,13.0,19.0,3.0,103.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,19,False,,flake8-mypy,,['flake8'],1755.0,1632.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,123.0,45232.0,45232.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+241,pyformat,myint/pyformat,formatters,Formats Python code to follow a consistent style.,,https://github.com/myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2021-10-29 14:54:42.000,2019-05-24 17:17:56,199.0,,9.0,8.0,6.0,4.0,3.0,94.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,19,False,,pyformat,,,1845.0,1819.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,26.0,18026.0,18026.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+242,mkdocs-git-revision-date-plugin,zhaoterryy/mkdocs-git-revision-date-plugin,documentation,MkDocs plugin for setting revision date from git per markdown file.,,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2023-03-28 19:19:30.000,2022-03-08 14:42:57,26.0,,9.0,5.0,9.0,5.0,9.0,54.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,19,False,,mkdocs-git-revision-date-plugin,,['mkdocs'],1612.0,1580.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,32.0,40141.0,40141.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+243,PrettyErrors,onelivesleft/PrettyErrors,logging,Prettify Python exception output to make it legible.,,https://github.com/onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2023-06-16 19:23:41.476,2021-11-24 14:32:14,130.0,,82.0,31.0,10.0,7.0,38.0,2673.0,,,8.0,5.0,18,False,,pretty_errors,conda-forge/pretty_errors,,,,https://pypi.org/project/pretty_errors,,,27875.0,28250.0,https://anaconda.org/conda-forge/pretty_errors,2023-06-16 19:23:41.476,13154.0,3.0,-4.0,,,,,,,,,,,,,,,,,,
+244,fake2db,emirozer/fake2db,testing,create custom test databases that are populated with fake data.,,https://github.com/emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2021-12-15 15:44:18.935,2019-11-25 09:19:00,242.0,,120.0,68.0,29.0,7.0,15.0,2230.0,2021-12-15 15:44:45.608,0.1.0,23.0,18.0,18,False,,fake2db,,,24.0,23.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000,1.0,455.0,455.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+245,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2023-07-04 11:25:43.000,2021-09-18 20:16:24,55.0,,42.0,13.0,8.0,6.0,9.0,777.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,18,False,,py-heat,,,62.0,56.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,6.0,2717.0,2717.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+246,vex,sashahart/vex,virtual-envs,Run a command in the named virtualenv.,,https://github.com/sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-10-30 20:12:27.000,2019-05-10 19:18:48,200.0,,24.0,14.0,24.0,2.0,40.0,372.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,18,False,,vex,,,39.0,29.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,10.0,723.0,723.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+247,pynt,rags/pynt,build-tools,A pynt of Python build.,,https://github.com/rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2022-05-13 18:18:48.000,2019-10-04 19:05:46,128.0,,18.0,11.0,10.0,6.0,13.0,156.0,2018-06-24 06:23:48.000,0.8.2,7.0,10.0,18,False,,pynt,,,144.0,116.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,28.0,11735.0,11735.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+248,autoimport,lyz-code/autoimport,formatters,Autoimport automatically fixes wrong import statements.,,https://github.com/lyz-code/autoimport,https://github.com/lyz-code/autoimport,GPL-3.0,2020-10-16 22:43:09.000,2023-10-04 11:02:10.000,2023-10-04 11:00:16,542.0,8.0,21.0,2.0,205.0,12.0,32.0,79.0,2023-02-08 16:54:01.303,1.3.3,40.0,15.0,18,True,,autoimport,,,122.0,116.0,https://pypi.org/project/autoimport,2023-02-08 16:54:01.303,6.0,3249.0,3249.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+249,bellybutton,hchasestevens/bellybutton,linters,Custom Python linting through AST expressions.,,https://github.com/hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2023-07-27 15:15:12.000,2023-07-27 15:12:07,35.0,2.0,15.0,6.0,23.0,11.0,6.0,259.0,2023-07-27 15:15:12.000,0.3.2,12.0,6.0,17,True,,bellybutton,,,42.0,41.0,https://pypi.org/project/bellybutton,2023-07-27 15:15:12.000,1.0,15609.0,15609.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+250,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2023-06-17 04:37:59.000,2023-06-17 04:37:59,400.0,,36.0,9.0,68.0,20.0,26.0,222.0,2022-02-20 06:09:19.000,2.0.0,10.0,17.0,17,True,,imhotep,,,17.0,11.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,6.0,26.0,26.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+251,mkdocs-versioning,zayd62/mkdocs-versioning,documentation,A tool that allows for versioning sites built with mkdocs.,,https://github.com/zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-08-01 15:51:53.000,2021-08-01 15:51:53,133.0,,6.0,3.0,39.0,3.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,17,False,,mkdocs-versioning,,['mkdocs'],63.0,63.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,3385.0,3385.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+252,pyenv-installer,pyenv/pyenv-installer,virtual-envs,This tool is used to install `pyenv` and friends.,,https://github.com/pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2023-06-10 12:37:58.000,2023-06-10 12:37:58,149.0,,403.0,74.0,60.0,6.0,73.0,3723.0,,,,39.0,16,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+253,dh-virtualenv,spotify/dh-virtualenv,virtual-envs,Python virtualenvs in Debian packages.,,https://github.com/spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2023-05-18 15:24:11.000,2023-01-03 15:31:24,422.0,,175.0,42.0,154.0,32.0,172.0,1579.0,,,,60.0,16,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+254,tbvaccine,skorokithakis/tbvaccine,logging,A small utility to pretty-print Python tracebacks.,,https://github.com/skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44,80.0,,12.0,6.0,18.0,7.0,13.0,365.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,16,False,,tbvaccine,,,11.0,11.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,2102.0,2102.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+255,pep8ify,spulec/pep8ify,refactoring,A library that modifies python source code to conform to pep8.,,https://github.com/spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38,154.0,,12.0,6.0,7.0,7.0,12.0,118.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,16,False,,pep8ify,,,65.0,46.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,19.0,267.0,267.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+256,pytest-play,pytest-dev/pytest-play,testing,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,,https://github.com/pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28,382.0,,4.0,9.0,62.0,4.0,25.0,68.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,16,False,,pytest-play,,['pytest'],10.0,,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,10.0,171.0,171.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+257,pycycle,bndr/pycycle,linters,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,,https://github.com/bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2022-01-15 20:44:01.000,2017-02-13 18:07:04,26.0,,20.0,6.0,6.0,15.0,2.0,321.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,15,False,,pycycle,,,86.0,77.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,9.0,3726.0,3726.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+258,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2023-06-16 19:27:52.015,2023-03-08 16:15:03,84.0,,4.0,10.0,2.0,5.0,12.0,210.0,2023-03-08 16:22:18.671,1.1.0,10.0,3.0,15,True,,cohesion,conda-forge/cohesion,,11.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,11.0,5108.0,5188.0,https://anaconda.org/conda-forge/cohesion,2023-06-16 19:27:52.015,1854.0,3.0,,,,,,,,,,,,,,,,,,,
+259,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-10-03 02:48:42.000,2023-01-30 07:50:18,198.0,,5.0,2.0,140.0,1.0,11.0,14.0,2023-01-30 07:57:23.000,3.2.0,8.0,4.0,15,False,,yala,,"['flake8', 'pylint']",50.0,50.0,https://pypi.org/project/yala,,,764.0,764.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+260,retype,ambv/retype,refactoring,Re-apply type annotations from .pyi stubs to your codebase.,,https://github.com/ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2023-06-16 16:07:40.909,2022-08-14 07:12:06,109.0,,19.0,6.0,28.0,,15.0,134.0,2022-08-14 07:10:00.969,22.8.0,12.0,9.0,14,False,,retype,conda-forge/retype,,19.0,,https://pypi.org/project/retype,2021-12-29 00:30:49.000,19.0,532.0,880.0,https://anaconda.org/conda-forge/retype,2023-06-16 16:07:40.909,24043.0,3.0,,,,,,,,,,,,,,,,,,,
+261,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2022-12-27 14:53:53.000,2022-12-19 19:23:19,95.0,,67.0,18.0,75.0,34.0,30.0,561.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,13,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+262,pipenv-pipes,gtalarico/pipenv-pipes,virtual-envs,A PipEnv Environment Switcher.,,https://github.com/gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2023-10-01 17:28:23.000,2019-06-27 03:42:48,285.0,,19.0,5.0,22.0,7.0,10.0,133.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,13,False,,pipenv-pipes,,,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,45.0,45.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+263,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2022-11-09 08:14:25.000,2022-09-15 18:19:20,395.0,,7.0,5.0,34.0,,3.0,20.0,2021-11-17 16:59:34.000,0.6.18,28.0,5.0,13,True,,universal-build,,,12.0,12.0,https://pypi.org/project/universal-build,,,63.0,63.0,,,,3.0,,19.0,,,,,,,,,,,,,,,,,
+264,livepython,agermanidis/livepython,profiling,Visually trace Python code in real-time.,,https://github.com/agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000,2019-01-22 17:39:55.000,2017-11-14 21:27:52,20.0,,167.0,78.0,4.0,11.0,15.0,2543.0,,,,3.0,12,False,,,,,2.0,2.0,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+265,freshenv,raiyanyahya/freshenv,virtual-envs,"Provision, share, manage local and cloud developer environments.",,https://github.com/raiyanyahya/freshenv,https://github.com/raiyanyahya/freshenv,MPL-2.0,2021-12-19 21:38:32.000,2023-03-03 20:00:09.000,2022-11-06 20:48:39,188.0,,3.0,2.0,166.0,2.0,3.0,168.0,2022-11-06 21:28:09.190,3.0.2,43.0,3.0,12,True,,freshenv,raiyanyahya/freshenv,,,,https://pypi.org/project/freshenv,2022-11-06 21:28:09.190,,128.0,128.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,,,,
+266,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2023-06-23 23:37:25.000,2022-12-13 04:09:02,54.0,,21.0,19.0,61.0,8.0,1.0,183.0,2018-12-12 19:47:05.000,0.7.0,10.0,18.0,11,True,,linty-fresh,,"['flake8', 'mypy']",,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,14.0,14.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+267,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2023-06-06 05:02:28.000,2023-06-06 05:02:21,291.0,,2.0,3.0,6.0,6.0,,34.0,,,,2.0,8,False,,pyship,,,,,https://pypi.org/project/pyship,,,27.0,27.0,,,,3.0,,,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index e68a1a7..e8e5b03 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._
-- buildout (π₯28 Β· β 560 Β· π€) - Buildout is a deployment automation tool written in and.. βοΈZPL-2.1
-- flake8-comprehensions (π₯27 Β· β 450 Β· π) - A flake8 plugin to help you write better.. MIT Apache-2
-- paver (π₯24 Β· β 460 Β· π) - Python-based project scripting. BSD-3
-- assertpy (π₯20 Β· β 430 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
+- pycodestyle (π₯38 Β· β 4.9K Β· π) - Simple Python style checker in one Python file. MIT
+- pytest-xdist (π₯36 Β· β 1.2K Β· π) - pytest plugin for distributed testing and loop-on-.. MIT Apache-2
+- hacking (π₯28 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 BSD-3
## π Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
-- numpydoc (π₯29 Β· β 250 Β· π) - Numpys Sphinx extensions. βUnlicensed MIT MIT
-- hacking (π₯20 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 βUnlicensed
+- pytest (π₯47 Β· β 11K Β· π) - The pytest framework makes it easy to write small tests, yet.. MIT BSD-3
+- rebound (π₯22 Β· β 4K Β· π) - Command-line tool that instantly fetches Stack Overflow.. βUnlicensed
+- xdoctest (π₯19 Β· β 190 Β· π) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
+- PrettyErrors (π₯18 Β· β 2.7K Β· π) - Prettify Python exception output to make it legible. MIT