diff --git a/README.md b/README.md
index 2a9804d..b9b89c7 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
-This curated list contains 270 awesome open-source projects with a total of 900K 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 910K 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!
---
@@ -79,28 +79,28 @@ This curated list contains 270 awesome open-source projects with a total of 900K
ruff (π₯42 Β· β 22K) - An extremely fast Python linter and code formatter, written in Rust. MIT
-- [GitHub](https://github.com/astral-sh/ruff) (π¨βπ» 340 Β· π 700 Β· π₯ 130K Β· π¦ 28K Β· π 3.6K - 17% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/astral-sh/ruff) (π¨βπ» 340 Β· π 720 Β· π₯ 140K Β· π¦ 29K Β· π 3.6K - 16% open Β· β±οΈ 11.01.2024):
```
git clone https://github.com/charliermarsh/ruff
```
-- [PyPi](https://pypi.org/project/ruff) (π₯ 7.4M / month):
+- [PyPi](https://pypi.org/project/ruff) (π₯ 7.4M / month Β· π¦ 2K Β· β±οΈ 02.01.2024):
```
pip install ruff
```
-- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 460K Β· β±οΈ 03.01.2024):
+- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 470K Β· β±οΈ 03.01.2024):
```
conda install -c conda-forge ruff
```
pylint (π₯42 Β· β 5K) - Its not just a linter that annoys you!. βοΈGPL-2.0
-- [GitHub](https://github.com/pylint-dev/pylint) (π¨βπ» 550 Β· π 1.1K Β· π¦ 400K Β· π 5.3K - 16% open Β· β±οΈ 01.01.2024):
+- [GitHub](https://github.com/pylint-dev/pylint) (π¨βπ» 550 Β· π 1.1K Β· π¦ 400K Β· π 5.3K - 16% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/PyCQA/pylint
```
-- [PyPi](https://pypi.org/project/pylint) (π₯ 16M / month Β· π¦ 23K Β· β±οΈ 11.12.2023):
+- [PyPi](https://pypi.org/project/pylint) (π₯ 15M / month Β· π¦ 23K Β· β±οΈ 11.12.2023):
```
pip install pylint
```
@@ -109,42 +109,90 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge pylint
```
wemake-python-styleguide (π₯34 Β· β 2.3K) - The strictest and most opinionated python linter ever!. MIT
+flake8 (π₯41 Β· β 3.1K) - 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 380 Β· π¦ 16K Β· π 1.1K - 9% open Β· β±οΈ 25.12.2023):
+- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 170 Β· π 300 Β· π¦ 520K Β· π 1.6K - 1% open Β· β±οΈ 08.01.2024):
```
- git clone https://github.com/wemake-services/wemake-python-styleguide
+ git clone https://github.com/PyCQA/flake8
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 140K / month):
+- [PyPi](https://pypi.org/project/flake8) (π₯ 21M / month Β· π¦ 46K Β· β±οΈ 05.01.2024):
```
- pip install wemake-python-styleguide
+ pip install flake8
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 7M Β· β±οΈ 05.01.2024):
+ ```
+ conda install -c conda-forge flake8
```
pyflakes (π₯33 Β· β 1.3K) - A simple program which checks Python source files for errors. MIT
+pycodestyle (π₯36 Β· β 4.9K Β· π) - Simple Python style checker in one Python file. MIT
-- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 84 Β· π 170 Β· π¦ 260K Β· π 500 - 7% open Β· β±οΈ 31.07.2023):
+- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 130 Β· π 800 Β· π¦ 20 Β· π 740 - 14% open Β· β±οΈ 08.01.2024):
+
+ ```
+ git clone https://github.com/PyCQA/pycodestyle
+ ```
+- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 29M / month Β· π¦ 12K Β· β±οΈ 12.10.2023):
+ ```
+ pip install pycodestyle
+ ```
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 7.3M Β· β±οΈ 13.10.2023):
+ ```
+ conda install -c conda-forge pycodestyle
+ ```
+pyflakes (π₯35 Β· β 1.3K) - A simple program which checks Python source files for errors. MIT
+
+- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 84 Β· π 180 Β· π¦ 260K Β· π 520 - 10% open Β· β±οΈ 05.01.2024):
```
git clone https://github.com/PyCQA/pyflakes
```
-- [PyPi](https://pypi.org/project/pyflakes) (π₯ 23M / month):
+- [PyPi](https://pypi.org/project/pyflakes) (π₯ 23M / month Β· π¦ 14K Β· β±οΈ 05.01.2024):
```
pip install pyflakes
```
-- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 7M Β· β±οΈ 29.07.2023):
+- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 7M Β· β±οΈ 05.01.2024):
```
conda install -c conda-forge pyflakes
```
wemake-python-styleguide (π₯34 Β· β 2.4K) - The strictest and most opinionated python linter ever!. MIT
+
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 180 Β· π 380 Β· π¦ 16K Β· π 1.1K - 10% open Β· β±οΈ 10.01.2024):
+
+ ```
+ git clone https://github.com/wemake-services/wemake-python-styleguide
+ ```
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 140K / month Β· π¦ 47 Β· β±οΈ 19.01.2020):
+ ```
+ pip install wemake-python-styleguide
+ ```
+parso (π₯33 Β· β 570 Β· π€) - A Python Parser. MIT
+
+- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 46 Β· π 96 Β· π¦ 380K Β· π 120 - 9% open Β· β±οΈ 18.06.2023):
+
+ ```
+ git clone https://github.com/davidhalter/parso
+ ```
+- [PyPi](https://pypi.org/project/parso) (π₯ 19M / month Β· π¦ 6.1K Β· β±οΈ 30.11.2021):
+ ```
+ pip install parso
+ ```
+- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 17M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge parso
+ ```
+flake8-bugbear (π₯32 Β· β 1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 81 Β· π 99 Β· π¦ 36K Β· π 210 - 25% open Β· β±οΈ 26.12.2023):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 81 Β· π 100 Β· π¦ 36K Β· π 210 - 25% open Β· β±οΈ 08.01.2024):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 2.2M / month):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 2.1M / month Β· π¦ 540 Β· β±οΈ 02.12.2023):
```
pip install flake8-bugbear
```
@@ -153,14 +201,30 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge flake8-bugbear
```
beartype (π₯31 Β· β 2.2K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
+
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 18 Β· π 41 Β· π 240 - 19% open Β· β±οΈ 11.01.2024):
+
+ ```
+ git clone https://github.com/beartype/beartype
+ ```
+- [PyPi](https://pypi.org/project/beartype) (π₯ 1.3M / month Β· π¦ 200 Β· β±οΈ 21.10.2023):
+ ```
+ pip install beartype
+ ```
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 77K Β· β±οΈ 23.09.2023):
+ ```
+ conda install -c conda-forge beartype
+ ```
+pydocstyle (π₯31 Β· β 1.1K) - docstring style checker. MIT
-- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 92 Β· π 180 Β· π₯ 69 Β· π¦ 62K Β· π 340 - 33% open Β· β±οΈ 03.11.2023):
+- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 92 Β· π 190 Β· π₯ 69 Β· π¦ 62K Β· π 350 - 34% open Β· β±οΈ 03.11.2023):
```
git clone https://github.com/PyCQA/pydocstyle
```
-- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 3.2M / month):
+- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 3.2M / month Β· π¦ 2.8K Β· β±οΈ 17.01.2023):
```
pip install pydocstyle
```
@@ -176,55 +240,23 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/PyCQA/pylint-django
```
-- [PyPi](https://pypi.org/project/pylint-django) (π₯ 1.1M / month):
+- [PyPi](https://pypi.org/project/pylint-django) (π₯ 1.1M / month Β· π¦ 1.2K Β· β±οΈ 23.10.2023):
```
pip install pylint-django
```
-- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 180K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 180K Β· β±οΈ 09.01.2024):
```
conda install -c conda-forge pylint-django
```
pycodestyle (π₯29 Β· β 4.9K Β· π) - Simple Python style checker in one Python file. βUnlicensed
-
-- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 130 Β· π 690 Β· π¦ 20 Β· π 720 - 12% open Β· β±οΈ 27.12.2023):
-
- ```
- git clone https://github.com/PyCQA/pycodestyle
- ```
-- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 30M / month):
- ```
- pip install pycodestyle
- ```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 7.3M Β· β±οΈ 13.10.2023):
- ```
- conda install -c conda-forge pycodestyle
- ```
-flake8-comprehensions (π₯28 Β· β 460) - A flake8 plugin to help you write better.. MIT
-
-- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 15 Β· π 21 Β· π¦ 26K Β· π 55 - 7% open Β· β±οΈ 31.12.2023):
-
- ```
- git clone https://github.com/adamchainz/flake8-comprehensions
- ```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 810K / month):
- ```
- pip install flake8-comprehensions
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 770K Β· β±οΈ 17.07.2023):
- ```
- conda install -c conda-forge flake8-comprehensions
- ```
-flake8-isort (π₯28 Β· β 160) - flake8 plugin that integrates isort. βοΈGPL-2.0
+flake8-isort (π₯30 Β· β 160) - flake8 plugin that integrates isort. βοΈGPL-2.0
- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 38 Β· π 100 Β· π¦ 25K Β· π 57 - 1% open Β· β±οΈ 03.11.2023):
```
git clone https://github.com/gforcada/flake8-isort
```
-- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1.1M / month):
+- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1.1M / month Β· π¦ 760 Β· β±οΈ 03.11.2023):
```
pip install flake8-isort
```
@@ -233,42 +265,54 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge flake8-isort
```
beartype (π₯27 Β· β 2.2K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
+flake8-comprehensions (π₯29 Β· β 460) - A flake8 plugin to help you write better.. MIT
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 18 Β· π 41 Β· π 240 - 22% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 15 Β· π 21 Β· π¦ 26K Β· π 55 - 7% open Β· β±οΈ 31.12.2023):
```
- git clone https://github.com/beartype/beartype
+ git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 1.4M / month):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 810K / month Β· π¦ 710 Β· β±οΈ 10.07.2023):
```
- pip install beartype
+ pip install flake8-comprehensions
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 76K Β· β±οΈ 23.09.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 770K Β· β±οΈ 17.07.2023):
```
- conda install -c conda-forge beartype
+ conda install -c conda-forge flake8-comprehensions
```
nitpick (π₯27 Β· β 370) - Enforce the same settings on multiple projects. MIT
+hacking (π₯28 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
+
+- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 70 Β· β±οΈ 06.12.2023):
+
+ ```
+ git clone https://github.com/openstack/hacking
+ ```
+- [PyPi](https://pypi.org/project/hacking) (π₯ 79K / month Β· π¦ 4.4K Β· β±οΈ 08.12.2023):
+ ```
+ pip install hacking
+ ```
+nitpick (π₯27 Β· β 380) - 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 130 - 36% open Β· β±οΈ 31.12.2023):
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 39K / month):
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 52K / month Β· π¦ 13 Β· β±οΈ 31.12.2023):
```
pip install nitpick
```
flake8-eradicate (π₯27 Β· β 300) - Flake8 plugin to find commented out or dead code. MIT
+flake8-eradicate (π₯27 Β· β 300) - Flake8 plugin to find commented out or dead code. MIT
-- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 16 Β· π 13 Β· π¦ 18K Β· π 39 - 20% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 16 Β· π 14 Β· π¦ 18K Β· π 50 - 38% open Β· β±οΈ 05.01.2024):
```
git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 470K / month):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 470K / month Β· π¦ 130 Β· β±οΈ 31.05.2023):
```
pip install flake8-eradicate
```
@@ -277,30 +321,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge flake8-eradicate
```
check-manifest (π₯25 Β· β 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
+flake8-builtins (π₯27 Β· β 110) - Check for python builtins being used as variables or.. βοΈGPL-2.0
-- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 22 Β· π 37 Β· π¦ 9.8K Β· π 97 - 20% open Β· β±οΈ 18.12.2023):
-
- ```
- git clone https://github.com/mgedmin/check-manifest
- ```
-- [PyPi](https://pypi.org/project/check-manifest) (π₯ 170K / month):
- ```
- pip install check-manifest
- ```
-- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 110K Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge check-manifest
- ```
-flake8-builtins (π₯25 Β· β 110) - Check for python builtins being used as variables or.. βοΈGPL-2.0
-
-- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 18 Β· π 22 Β· π¦ 10K Β· β±οΈ 09.12.2023):
+- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 18 Β· π 22 Β· π¦ 10K Β· π 47 - 2% open Β· β±οΈ 09.12.2023):
```
git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 580K / month):
+- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 580K / month Β· π¦ 520 Β· β±οΈ 03.11.2023):
```
pip install flake8-builtins
```
@@ -309,14 +337,30 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge flake8-builtins
```
flake8-black (π₯24 Β· β 160) - flake8 plugin to run black for checking Python coding style. MIT
+check-manifest (π₯25 Β· β 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
-- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 10 Β· π 10 Β· π¦ 7.5K Β· π 29 - 20% open Β· β±οΈ 07.11.2023):
+- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 22 Β· π 39 Β· π¦ 9.8K Β· π 97 - 20% open Β· β±οΈ 18.12.2023):
+
+ ```
+ git clone https://github.com/mgedmin/check-manifest
+ ```
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 160K / month Β· π¦ 3.2K Β· β±οΈ 05.12.2022):
+ ```
+ pip install check-manifest
+ ```
+- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 110K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge check-manifest
+ ```
+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 11 Β· π¦ 7.5K Β· π 29 - 20% open Β· β±οΈ 07.11.2023):
```
git clone https://github.com/peterjc/flake8-black
```
-- [PyPi](https://pypi.org/project/flake8-black) (π₯ 680K / month):
+- [PyPi](https://pypi.org/project/flake8-black) (π₯ 660K / month Β· π¦ 280 Β· β±οΈ 20.12.2022):
```
pip install flake8-black
```
@@ -325,30 +369,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge flake8-black
```
pandas-vet (π₯22 Β· β 160) - A plugin for Flake8 that checks pandas code. MIT
+mypy-protobuf (π₯24 Β· β 600) - open source tools to generate mypy stubs from protobufs. Apache-2
-- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 14 Β· π 17 Β· π₯ 71 Β· π¦ 420 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₯ 28K / month):
- ```
- pip install pandas-vet
- ```
-- [Conda](https://anaconda.org/conda-forge/pandas-vet) (π₯ 17K Β· β±οΈ 11.08.2023):
- ```
- conda install -c conda-forge pandas-vet
- ```
-mypy-protobuf (π₯20 Β· β 600) - open source tools to generate mypy stubs from protobufs. Apache-2
-
-- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (π¨βπ» 37 Β· π 72 Β· π 120 - 9% open Β· β±οΈ 03.08.2023):
+- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (π¨βπ» 37 Β· π 78 Β· π 120 - 9% open Β· β±οΈ 03.08.2023):
```
git clone https://github.com/dropbox/mypy-protobuf
```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 2.2M / month):
+- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 2.1M / month Β· π¦ 110 Β· β±οΈ 29.07.2023):
```
pip install mypy-protobuf
```
@@ -357,6 +385,38 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge mypy-protobuf
```
flake8-import-order (π₯24 Β· β 280) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
+
+- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 46 Β· π 71 Β· π 100 - 11% open Β· β±οΈ 13.09.2023):
+
+ ```
+ git clone https://github.com/PyCQA/flake8-import-order
+ ```
+- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 350K / month Β· π¦ 1.3K Β· β±οΈ 26.11.2022):
+ ```
+ 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
+ ```
+pandas-vet (π₯22 Β· β 160) - A plugin for Flake8 that checks pandas code. MIT
+
+- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 14 Β· π 18 Β· π₯ 71 Β· π¦ 420 Β· π 52 - 21% open Β· β±οΈ 11.08.2023):
+
+ ```
+ git clone https://github.com/deppen8/pandas-vet
+ ```
+- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 28K / month Β· π¦ 18 Β· β±οΈ 11.08.2023):
+ ```
+ pip install pandas-vet
+ ```
+- [Conda](https://anaconda.org/conda-forge/pandas-vet) (π₯ 17K Β· β±οΈ 11.08.2023):
+ ```
+ conda install -c conda-forge pandas-vet
+ ```
+flake8-simplify (π₯20 Β· β 170) - 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 - 39% open Β· β±οΈ 25.12.2023):
@@ -364,7 +424,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/MartinThoma/flake8-simplify
```
-- [PyPi](https://pypi.org/project/flake8-simplify) (π₯ 250K / month Β· π¦ 39 Β· β±οΈ 23.09.2023):
+- [PyPi](https://pypi.org/project/flake8-simplify) (π₯ 250K / month Β· π¦ 41 Β· β±οΈ 23.09.2023):
```
pip install flake8-simplify
```
@@ -373,34 +433,6 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge flake8-simplify
```
hacking (π₯19 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
-
-- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 47 Β· β±οΈ 06.12.2023):
-
- ```
- git clone https://github.com/openstack/hacking
- ```
-- [PyPi](https://pypi.org/project/hacking) (π₯ 71K / month):
- ```
- pip install hacking
- ```
-flake8-import-order (π₯18 Β· β 280) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
-
-- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 46 Β· π 68 Β· π 100 - 10% open Β· β±οΈ 13.09.2023):
-
- ```
- git clone https://github.com/PyCQA/flake8-import-order
- ```
-- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 360K / month):
- ```
- 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
- ```
-bellybutton (π₯17 Β· β 260) - Custom Python linting through AST expressions. MIT
- [GitHub](https://github.com/hchasestevens/bellybutton) (π¨βπ» 7 Β· π 15 Β· π¦ 44 Β· π 17 - 64% open Β· β±οΈ 27.07.2023):
@@ -408,40 +440,38 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/hchasestevens/bellybutton
```
-- [PyPi](https://pypi.org/project/bellybutton) (π₯ 5.4K / month Β· π¦ 1 Β· β±οΈ 27.07.2023):
+- [PyPi](https://pypi.org/project/bellybutton) (π₯ 2.2K / month Β· π¦ 1 Β· β±οΈ 27.07.2023):
```
pip install bellybutton
```
imhotep (π₯17 Β· β 220 Β· π€) - A static-analysis bot for Github. MIT
+imhotep (π₯16 Β· β 220 Β· π€) - A static-analysis bot for Github. MIT
- [GitHub](https://github.com/justinabrahms/imhotep) (π¨βπ» 17 Β· π 36 Β· π¦ 11 Β· π 46 - 43% open Β· β±οΈ 17.06.2023):
```
git clone https://github.com/justinabrahms/imhotep
```
-- [PyPi](https://pypi.org/project/imhotep) (π₯ 24 / month Β· π¦ 6 Β· β±οΈ 20.02.2022):
+- [PyPi](https://pypi.org/project/imhotep) (π₯ 17 / month Β· π¦ 6 Β· β±οΈ 20.02.2022):
```
pip install imhotep
```
Show 17 hidden projects...
+Show 15 hidden projects...
-- flake8 (π₯37 Β· β 3.1K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle;.. βUnlicensed
-- parso (π₯30 Β· β 570 Β· π€) - A Python Parser. βUnlicensed
-- pep8-naming (π₯28 Β· β 480) - Naming Convention checker for Python. βUnlicensed
-- coala (π₯27 Β· β 3.5K Β· π) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
-- flake8-quotes (π₯27 Β· β 170 Β· π) - Flake8 extension for checking quotes in python. MIT MIT
-- pylama (π₯24 Β· β 1K Β· π) - Code audit tool for python. MIT
+- pep8-naming (π₯29 Β· β 480) - Naming Convention checker for Python. βοΈSaxpath
+- coala (π₯28 Β· β 3.5K Β· π) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
+- flake8-quotes (π₯28 Β· β 170 Β· π) - Flake8 extension for checking quotes in python. MIT MIT
+- pylama (π₯26 Β· β 1K Β· π) - Code audit tool for python. MIT
+- flake8-commas (π₯25 Β· β 130 Β· π) - Flake8 extension for enforcing trailing commas in python. MIT βUnlicensed
- data-science-types (π₯24 Β· β 200 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
-- Fixit (π₯21 Β· β 630) - 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 MIT βοΈGPL-2.0 
MIT
-- flakehell (π₯16 Β· β 230 Β· π) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT MIT MIT Apache-2 mypy
mypy (π₯45 Β· β 17K) - Optional static typing for Python. MIT
-- [GitHub](https://github.com/python/mypy) (π¨βπ» 690 Β· π 2.8K Β· π¦ 220K Β· π 10K - 25% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/python/mypy) (π¨βπ» 690 Β· π 2.8K Β· π¦ 220K Β· π 10K - 25% open Β· β±οΈ 08.01.2024):
```
git clone https://github.com/python/mypy
@@ -462,42 +492,26 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
pip install mypy
```
-- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 3.6M Β· β±οΈ 21.12.2023):
+- [Conda](https://anaconda.org/conda-forge/mypy) (π₯ 3.7M Β· β±οΈ 21.12.2023):
```
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» 100 Β· π 1.3K Β· π₯ 1.4K Β· π¦ 700 Β· π 5K - 0% open Β· β±οΈ 03.01.2024):
+- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 100 Β· π 1.3K Β· π₯ 1.4K Β· π¦ 700 Β· π 5.1K - 0% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/Microsoft/pyright
```
-- [npm](https://www.npmjs.com/package/pyright) (π₯ 690K / month Β· π¦ 12 Β· β±οΈ 30.12.2023):
+- [npm](https://www.npmjs.com/package/pyright) (π₯ 680K / month Β· π¦ 12 Β· β±οΈ 08.01.2024):
```
npm install pyright
```
typeguard (π₯35 Β· β 1.4K) - Run-time type checker for Python. MIT
-
-- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 33 Β· π 97 Β· π¦ 20K Β· π 300 - 6% open Β· β±οΈ 25.12.2023):
-
- ```
- git clone https://github.com/agronholm/typeguard
- ```
-- [PyPi](https://pypi.org/project/typeguard) (π₯ 11M / month Β· π¦ 1.6K Β· β±οΈ 11.09.2023):
- ```
- pip install typeguard
- ```
-- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 470K Β· β±οΈ 24.10.2023):
- ```
- conda install -c conda-forge typeguard
- ```
-pyre-check (π₯34 Β· β 6.6K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 250 Β· π 460 Β· π¦ 21 Β· π 400 - 35% open Β· β±οΈ 03.01.2024):
+- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 250 Β· π 460 Β· π¦ 21 Β· π 400 - 35% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/facebook/pyre-check
@@ -507,18 +521,34 @@ This curated list contains 270 awesome open-source projects with a total of 900K
pip install pyre-check
```
pytype (π₯32 Β· β 4.4K Β· π) - A static type analyzer for Python code. Apache-2
+typeguard (π₯34 Β· β 1.4K) - Run-time type checker for Python. MIT
-- [GitHub](https://github.com/google/pytype) (π¨βπ» 100 Β· π 280 Β· π 670 - 21% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 33 Β· π 97 Β· π¦ 20K Β· π 300 - 6% open Β· β±οΈ 09.01.2024):
+
+ ```
+ git clone https://github.com/agronholm/typeguard
+ ```
+- [PyPi](https://pypi.org/project/typeguard) (π₯ 12M / month Β· π¦ 1.7K Β· β±οΈ 11.09.2023):
+ ```
+ pip install typeguard
+ ```
+- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 470K Β· β±οΈ 24.10.2023):
+ ```
+ conda install -c conda-forge typeguard
+ ```
+pytype (π₯32 Β· β 4.5K) - A static type analyzer for Python code. Apache-2
+
+- [GitHub](https://github.com/google/pytype) (π¨βπ» 100 Β· π 280 Β· π 680 - 22% open Β· β±οΈ 08.01.2024):
```
git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/pytype) (π₯ 400K / month Β· π¦ 150 Β· β±οΈ 18.12.2023):
+- [PyPi](https://pypi.org/project/pytype) (π₯ 400K / month Β· π¦ 150 Β· β±οΈ 05.01.2024):
```
pip install pytype
```
-- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 180K Β· β±οΈ 19.12.2023):
+- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 190K Β· β±οΈ 19.12.2023):
```
conda install -c conda-forge pytype
```
@@ -552,7 +582,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/PyCQA/isort
```
-- [PyPi](https://pypi.org/project/isort) (π₯ 27M / month Β· π¦ 18K Β· β±οΈ 13.12.2023):
+- [PyPi](https://pypi.org/project/isort) (π₯ 28M / month Β· π¦ 19K Β· β±οΈ 13.12.2023):
```
pip install isort
```
@@ -561,9 +591,9 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge isort
```
yapf (π₯41 Β· β 14K) - A formatter for Python files. Apache-2
+yapf (π₯40 Β· β 14K) - A formatter for Python files. Apache-2
-- [GitHub](https://github.com/google/yapf) (π¨βπ» 150 Β· π 930 Β· π¦ 88K Β· π 830 - 44% open Β· β±οΈ 08.11.2023):
+- [GitHub](https://github.com/google/yapf) (π¨βπ» 150 Β· π 930 Β· π¦ 89K Β· π 830 - 44% open Β· β±οΈ 08.11.2023):
```
git clone https://github.com/google/yapf
@@ -577,14 +607,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge yapf
```
autopep8 (π₯38 Β· β 4.5K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
+autopep8 (π₯37 Β· β 4.5K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 60 Β· π 300 Β· π¦ 200K Β· π 480 - 25% open Β· β±οΈ 27.10.2023):
```
git clone https://github.com/hhatto/autopep8
```
-- [PyPi](https://pypi.org/project/autopep8) (π₯ 3.4M / month Β· π¦ 6K Β· β±οΈ 26.08.2023):
+- [PyPi](https://pypi.org/project/autopep8) (π₯ 3.3M / month Β· π¦ 6K Β· β±οΈ 26.08.2023):
```
pip install autopep8
```
@@ -616,7 +646,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/lyz-code/autoimport
```
-- [PyPi](https://pypi.org/project/autoimport) (π₯ 4.1K / month Β· π¦ 8 Β· β±οΈ 23.11.2023):
+- [PyPi](https://pypi.org/project/autoimport) (π₯ 4.2K / month Β· π¦ 8 Β· β±οΈ 23.11.2023):
```
pip install autoimport
```
@@ -631,14 +661,30 @@ This curated list contains 270 awesome open-source projects with a total of 900K
+jedi (π₯41 Β· β 5.6K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
+
+- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 170 Β· π 500 Β· π¦ 380K Β· π 1.4K - 3% open Β· β±οΈ 28.12.2023):
+
+ ```
+ git clone https://github.com/davidhalter/jedi
+ ```
+- [PyPi](https://pypi.org/project/jedi) (π₯ 26M / month Β· π¦ 8.5K Β· β±οΈ 02.10.2023):
+ ```
+ pip install jedi
+ ```
+- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 20M Β· β±οΈ 03.10.2023):
+ ```
+ conda install -c conda-forge jedi
+ ```
+rope (π₯36 Β· β 1.8K) - a python refactoring library. βοΈLGPL-3.0
-- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 80 Β· π 200 Β· π¦ 71K Β· π 320 - 25% open Β· β±οΈ 03.01.2024):
+- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 81 Β· π 200 Β· π¦ 71K Β· π 320 - 25% open Β· β±οΈ 11.01.2024):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (π₯ 620K / month Β· π¦ 1.6K Β· β±οΈ 05.11.2023):
+- [PyPi](https://pypi.org/project/rope) (π₯ 600K / month Β· π¦ 1.6K Β· β±οΈ 05.11.2023):
```
pip install rope
```
@@ -647,9 +693,25 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge rope
```
pyupgrade (π₯31 Β· β 3K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+
+- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 35 Β· π 170 Β· π 410 - 3% open Β· β±οΈ 08.01.2024):
+
+ ```
+ git clone https://github.com/asottile/pyupgrade
+ ```
+- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 400K / month Β· π¦ 190 Β· β±οΈ 07.10.2023):
+ ```
+ pip install pyupgrade
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 610K Β· β±οΈ 07.10.2023):
+ ```
+ conda install -c conda-forge pyupgrade
+ ```
+vulture (π₯31 Β· β 2.9K) - Find dead Python code. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 40 Β· π 140 Β· π¦ 4.3K Β· π 200 - 10% open Β· β±οΈ 01.01.2024):
+- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 40 Β· π 140 Β· π¦ 4.3K Β· π 200 - 11% open Β· β±οΈ 06.01.2024):
```
git clone https://github.com/jendrikseipp/vulture
@@ -663,14 +725,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge vulture
```
autoflake (π₯27 Β· β 830) - Removes unused imports and unused variables as reported by pyflakes. MIT
+autoflake (π₯28 Β· β 840) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 38 Β· π 77 Β· π 110 - 33% open Β· β±οΈ 07.12.2023):
+- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 38 Β· π 77 Β· π 110 - 33% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (π₯ 1.4M / month Β· π¦ 780 Β· β±οΈ 01.09.2023):
+- [PyPi](https://pypi.org/project/autoflake) (π₯ 1.3M / month Β· π¦ 780 Β· β±οΈ 01.09.2023):
```
pip install autoflake
```
@@ -679,20 +741,20 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge autoflake
```
pyupgrade (π₯26 Β· β 3K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+MonkeyType (π₯26 Β· β 4.4K) - A Python library that generates static type annotations by.. BSD-3
-- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 35 Β· π 160 Β· π 410 - 3% open Β· β±οΈ 26.12.2023):
+- [GitHub](https://github.com/Instagram/MonkeyType) (π¨βπ» 48 Β· π 160 Β· π 180 - 23% open Β· β±οΈ 10.01.2024):
```
- git clone https://github.com/asottile/pyupgrade
+ git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 400K / month):
+- [PyPi](https://pypi.org/project/monkeytype) (π₯ 82K / month Β· π¦ 29 Β· β±οΈ 20.03.2023):
```
- pip install pyupgrade
+ pip install monkeytype
```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 610K Β· β±οΈ 07.10.2023):
+- [Conda](https://anaconda.org/conda-forge/monkeytype) (π₯ 56K Β· β±οΈ 16.06.2023):
```
- conda install -c conda-forge pyupgrade
+ conda install -c conda-forge monkeytype
```
Bowler (π₯24 Β· β 1.5K Β· π€) - Safe code refactoring for modern Python. MIT
@@ -702,7 +764,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/facebookincubator/Bowler
```
-- [PyPi](https://pypi.org/project/bowler) (π₯ 66K / month Β· π¦ 15 Β· β±οΈ 17.09.2020):
+- [PyPi](https://pypi.org/project/bowler) (π₯ 63K / month Β· π¦ 15 Β· β±οΈ 17.09.2020):
```
pip install bowler
```
@@ -711,65 +773,63 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge bowler
```
unimport (π₯21 Β· β 240) - The ultimate linter and formatter for removing unused import statements.. MIT
+add-trailing-comma (π₯23 Β· β 320) - A tool (and pre-commit hook) to automatically add trailing.. MIT
-- [GitHub](https://github.com/hakancelikdev/unimport) (π¨βπ» 16 Β· π 22 Β· π 120 - 8% open Β· β±οΈ 24.12.2023):
-
- ```
- git clone https://github.com/hakancelik96/unimport
- ```
-- [PyPi](https://pypi.org/project/unimport) (π₯ 19K / month):
- ```
- pip install unimport
- ```
-add-trailing-comma (π₯18 Β· β 320) - A tool (and pre-commit hook) to automatically add trailing.. MIT
-
-- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 21 Β· β±οΈ 26.12.2023):
+- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 22 Β· β±οΈ 08.01.2024):
```
git clone https://github.com/asottile/add-trailing-comma
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 20K / month):
+- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 19K / month Β· π¦ 22 Β· β±οΈ 30.08.2023):
```
pip install add-trailing-comma
```
massedit (π₯17 Β· β 110) - Programmatically edit text files with Python. Useful for source to source.. MIT
+unimport (π₯23 Β· β 240) - 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» 16 Β· π 22 Β· π 120 - 8% open Β· β±οΈ 07.01.2024):
```
- git clone https://github.com/elmotec/massedit
+ git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/massedit) (π₯ 3.4K / month):
+- [PyPi](https://pypi.org/project/unimport) (π₯ 18K / month Β· π¦ 16 Β· β±οΈ 24.12.2023):
```
- pip install massedit
+ pip install unimport
```
com2ann (π₯16 Β· β 140) - Tool for translation type comments to type annotations in Python. MIT
+com2ann (π₯18 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¦ 59 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₯ 14K / month):
+- [PyPi](https://pypi.org/project/com2ann) (π₯ 14K / month Β· π¦ 2 Β· β±οΈ 21.08.2021):
```
pip install com2ann
```
Show 9 hidden projects...
+massedit (π₯18 Β· β 110) - Programmatically edit text files with Python. Useful for source to source.. MIT
+
+- [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/elmotec/massedit
+ ```
+- [PyPi](https://pypi.org/project/massedit) (π₯ 1.4K / month Β· π¦ 7 Β· β±οΈ 11.09.2023):
+ ```
+ pip install massedit
+ ```
+Show 7 hidden projects...
-- jedi (π₯37 Β· β 5.6K) - Awesome autocompletion, static analysis and refactoring library for.. βUnlicensed
- redbaron (π₯24 Β· β 680 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
-- eradicate (π₯23 Β· β 190 Β· π€) - 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
-- MonkeyType (π₯20 Β· β 4.4K) - A Python library that generates static type annotations by.. βUnlicensed
-- pyannotate (π₯19 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations. Apache-2
-- unify (π₯17 Β· β 90 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 140 Β· π) - Re-apply type annotations from .pyi stubs to your codebase. MIT
+- eradicate (π₯24 Β· β 190 Β· π€) - Removes commented-out code from Python files. βοΈSaxpath
+- 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₯19 Β· β 90 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 140 Β· π) - Re-apply type annotations from .pyi stubs to your codebase. MIT
@@ -779,12 +839,12 @@ This curated list contains 270 awesome open-source projects with a total of 900K
bandit (π₯37 Β· β 5.7K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 180 Β· π 550 Β· π₯ 760 Β· π¦ 46K Β· π 630 - 26% open Β· β±οΈ 21.12.2023):
+- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 180 Β· π 560 Β· π₯ 760 Β· π¦ 46K Β· π 670 - 29% open Β· β±οΈ 09.01.2024):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (π₯ 3.1M / month):
+- [PyPi](https://pypi.org/project/bandit) (π₯ 3.2M / month Β· π¦ 1.9K Β· β±οΈ 09.12.2023):
```
pip install bandit
```
@@ -793,26 +853,38 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge bandit
```
detect-secrets (π₯28 Β· β 3.3K) - An enterprise friendly way of detecting and preventing.. Apache-2
+sqlmap (π₯32 Β· β 30K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
-- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 74 Β· π 350 Β· π 300 - 33% open Β· β±οΈ 29.12.2023):
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 130 Β· π 5.4K Β· π¦ 21 Β· π 5.1K - 1% open Β· β±οΈ 10.01.2024):
+
+ ```
+ git clone https://github.com/sqlmapproject/sqlmap
+ ```
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 9.3K / month Β· π¦ 9 Β· β±οΈ 03.01.2024):
+ ```
+ pip install sqlmap
+ ```
+detect-secrets (π₯31 Β· β 3.3K) - An enterprise friendly way of detecting and preventing.. Apache-2
+
+- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 74 Β· π 380 Β· π 320 - 36% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/Yelp/detect-secrets
```
-- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 360K / month):
+- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 340K / month Β· π¦ 55 Β· β±οΈ 04.10.2022):
```
pip install detect-secrets
```
safety (π₯25 Β· β 1.6K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
+safety (π₯27 Β· β 1.6K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
-- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 41 Β· π 130 Β· π₯ 450K Β· π¦ 29 Β· π 180 - 32% open Β· β±οΈ 15.11.2023):
+- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 41 Β· π 130 Β· π₯ 450K Β· π¦ 30 Β· π 180 - 34% open Β· β±οΈ 15.11.2023):
```
git clone https://github.com/pyupio/safety
```
-- [PyPi](https://pypi.org/project/safety) (π₯ 920K / month):
+- [PyPi](https://pypi.org/project/safety) (π₯ 900K / month Β· π¦ 430 Β· β±οΈ 15.11.2023):
```
pip install safety
```
@@ -821,14 +893,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge safety
```
dlint (π₯16 Β· β 160 Β· π€) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
+dlint (π₯20 Β· β 160 Β· π€) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
-- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 16 Β· π 17 Β· π 43 - 51% open Β· β±οΈ 10.04.2023):
+- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 16 Β· π 17 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₯ 90K / month):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 90K / month Β· π¦ 52 Β· β±οΈ 09.08.2022):
```
pip install dlint
```
@@ -837,12 +909,11 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge dlint
```
Show 4 hidden projects...
+Show 3 hidden projects...
-- pyarmor (π₯33 Β· β 2.7K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βUnlicensed
-- sqlmap (π₯31 Β· β 30K) - Automatic SQL injection and database takeover tool. βUnlicensed
-- pyt (π₯22 Β· β 2.2K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
-- dodgy (π₯19 Β· β 120 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
+- pyarmor (π₯34 Β· β 2.7K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
+- pyt (π₯23 Β· β 2.2K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
+- dodgy (π₯20 Β· β 120 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
@@ -857,7 +928,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (π₯ 10M / month Β· π¦ 1.3K Β· β±οΈ 15.11.2023):
+- [PyPi](https://pypi.org/project/pipenv) (π₯ 9.8M / month Β· π¦ 1.3K Β· β±οΈ 15.11.2023):
```
pip install pipenv
```
@@ -868,12 +939,12 @@ This curated list contains 270 awesome open-source projects with a total of 900K
virtualenv (π₯42 Β· β 4.6K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 270 Β· π 1.1K Β· π¦ 350K Β· π 1.3K - 1% open Β· β±οΈ 18.12.2023):
+- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 270 Β· π 1.1K Β· π¦ 350K Β· π 1.3K - 1% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (π₯ 93M / month Β· π¦ 18K Β· β±οΈ 01.12.2023):
+- [PyPi](https://pypi.org/project/virtualenv) (π₯ 91M / month Β· π¦ 18K Β· β±οΈ 01.12.2023):
```
pip install virtualenv
```
@@ -884,24 +955,24 @@ This curated list contains 270 awesome open-source projects with a total of 900K
pyenv (π₯35 Β· β 35K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 440 Β· π 2.8K Β· π¦ 21 Β· π 1.7K - 2% open Β· β±οΈ 31.12.2023):
+- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 440 Β· π 2.9K Β· π¦ 21 Β· π 1.7K - 2% open Β· β±οΈ 31.12.2023):
```
git clone https://github.com/pyenv/pyenv
```
-- [PyPi](https://pypi.org/project/pyenv) (π₯ 11K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
+- [PyPi](https://pypi.org/project/pyenv) (π₯ 10K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
```
pip install pyenv
```
nodeenv (π₯33 Β· β 1.6K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3
-- [GitHub](https://github.com/ekalinin/nodeenv) (π¨βπ» 93 Β· π 190 Β· π¦ 69K Β· π 190 - 28% open Β· β±οΈ 05.10.2023):
+- [GitHub](https://github.com/ekalinin/nodeenv) (π¨βπ» 93 Β· π 190 Β· π¦ 70K Β· π 190 - 28% open Β· β±οΈ 05.10.2023):
```
git clone https://github.com/ekalinin/nodeenv
```
-- [PyPi](https://pypi.org/project/nodeenv) (π₯ 15M / month Β· π¦ 960 Β· β±οΈ 12.05.2023):
+- [PyPi](https://pypi.org/project/nodeenv) (π₯ 14M / month Β· π¦ 960 Β· β±οΈ 12.05.2023):
```
pip install nodeenv
```
@@ -910,9 +981,9 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge nodeenv
```
pyenv-virtualenv (π₯21 Β· β 5.8K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
+pyenv-virtualenv (π₯21 Β· β 5.9K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
-- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 60 Β· π 370 Β· π¦ 21 Β· π 340 - 31% open Β· β±οΈ 06.12.2023):
+- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (π¨βπ» 60 Β· π 380 Β· π¦ 21 Β· π 340 - 31% open Β· β±οΈ 06.12.2023):
```
git clone https://github.com/pyenv/pyenv-virtualenv
@@ -952,7 +1023,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
Show 2 hidden projects...
-- vex (π₯17 Β· β 370 Β· π) - Run a command in the named virtualenv. MIT
+- vex (π₯19 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
@@ -961,14 +1032,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
-pip (π₯45 Β· β 9.1K) - The Python package installer. MIT
+pip (π₯47 Β· β 9.1K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (π¨βπ» 760 Β· π 2.8K Β· π¦ 170K Β· π 7K - 13% open Β· β±οΈ 20.12.2023):
+- [GitHub](https://github.com/pypa/pip) (π¨βπ» 760 Β· π 3.1K Β· π¦ 170K Β· π 7.2K - 15% open Β· β±οΈ 09.01.2024):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (π₯ 190M / month):
+- [PyPi](https://pypi.org/project/pip) (π₯ 210M / month Β· π¦ 11K Β· β±οΈ 17.12.2023):
```
pip install pip
```
@@ -977,30 +1048,30 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge pip
```
pip-tools (π₯38 Β· β 7.3K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
+conda (π₯43 Β· β 5.9K) - 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 520 Β· π¦ 25K Β· π 1K - 14% open Β· β±οΈ 03.01.2024):
+- [GitHub](https://github.com/conda/conda) (π¨βπ» 450 Β· π 1.4K Β· π¦ 45K Β· π 9.5K - 7% open Β· β±οΈ 10.01.2024):
```
- git clone https://github.com/jazzband/pip-tools
+ git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/pip-tools) (π₯ 9.1M / month):
+- [PyPi](https://pypi.org/project/conda) (π₯ 110K / 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₯ 130K Β· β±οΈ 09.08.2023):
+- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 49M Β· β±οΈ 04.12.2023):
```
- conda install -c conda-forge pip-tools
+ conda install -c conda-forge conda
```
poetry (π₯36 Β· β 28K) - Python packaging and dependency management made easy. MIT
+poetry (π₯40 Β· β 28K) - Python packaging and dependency management made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 520 Β· π 2.1K Β· π₯ 15M Β· π 5.5K - 11% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 520 Β· π 2.2K Β· π₯ 15M Β· π 5.5K - 12% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 23M / month):
+- [PyPi](https://pypi.org/project/poetry) (π₯ 22M / month Β· π¦ 360 Β· β±οΈ 16.11.2023):
```
pip install poetry
```
@@ -1009,25 +1080,41 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge poetry
```
PDM (π₯36 Β· β 5.8K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
+pip-tools (π₯38 Β· β 7.3K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 160 Β· π 300 Β· π₯ 4 Β· π¦ 210 Β· π 1.4K - 3% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 210 Β· π 610 Β· π¦ 25K Β· π 1K - 15% open Β· β±οΈ 05.01.2024):
+
+ ```
+ git clone https://github.com/jazzband/pip-tools
+ ```
+- [PyPi](https://pypi.org/project/pip-tools) (π₯ 9.6M / month Β· π¦ 2.6K Β· β±οΈ 08.08.2023):
+ ```
+ pip install pip-tools
+ ```
+- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 130K Β· β±οΈ 09.08.2023):
+ ```
+ conda install -c conda-forge pip-tools
+ ```
+PDM (π₯36 Β· β 5.9K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
+
+- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 160 Β· π 300 Β· π₯ 4 Β· π¦ 220 Β· π 1.4K - 3% open Β· β±οΈ 11.01.2024):
```
git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pdm) (π₯ 520K / month Β· π¦ 59 Β· β±οΈ 02.01.2024):
+- [PyPi](https://pypi.org/project/pdm) (π₯ 540K / month Β· π¦ 60 Β· β±οΈ 02.01.2024):
```
pip install pdm
```
-- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 220K Β· β±οΈ 02.01.2024):
+- [Conda](https://anaconda.org/conda-forge/pdm) (π₯ 230K Β· β±οΈ 02.01.2024):
```
conda install -c conda-forge pdm
```
pipx (π₯34 Β· β 7.7K) - Install and Run Python Applications in Isolated Environments. MIT
+pipx (π₯34 Β· β 7.8K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 120 Β· π 330 Β· π₯ 26K Β· π¦ 1.7K Β· π 630 - 9% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 120 Β· π 330 Β· π₯ 28K Β· π¦ 1.7K Β· π 640 - 9% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/pypa/pipx
@@ -1041,14 +1128,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge pipx
```
pipreqs (π₯31 Β· β 5.6K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
+pipreqs (π₯32 Β· β 5.6K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
-- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 60 Β· π 360 Β· π¦ 26K Β· π 250 - 57% open Β· β±οΈ 08.10.2023):
+- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 60 Β· π 360 Β· π¦ 26K Β· π 290 - 62% open Β· β±οΈ 08.10.2023):
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (π₯ 1.1M / month):
+- [PyPi](https://pypi.org/project/pipreqs) (π₯ 540K / month Β· π¦ 390 Β· β±οΈ 14.04.2023):
```
pip install pipreqs
```
@@ -1059,7 +1146,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
mamba (π₯30 Β· β 5.7K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 140 Β· π 310 Β· π 1.6K - 28% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 150 Β· π 320 Β· π 1.6K - 30% open Β· β±οΈ 11.01.2024):
```
git clone https://github.com/mamba-org/mamba
@@ -1071,19 +1158,18 @@ This curated list contains 270 awesome open-source projects with a total of 900K
pip-run (π₯19 Β· β 120) - pip-run - dynamic dependency loader for Python. MIT
-- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 22 Β· π 18 Β· π 69 - 7% open Β· β±οΈ 26.12.2023):
+- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 22 Β· π 19 Β· π 70 - 8% open Β· β±οΈ 26.12.2023):
```
git clone https://github.com/jaraco/pip-run
```
-- [PyPi](https://pypi.org/project/pip-run) (π₯ 5.7K / month):
+- [PyPi](https://pypi.org/project/pip-run) (π₯ 7.6K / month):
```
pip install pip-run
```
Show 3 hidden projects...
+Show 2 hidden projects...
-- conda (π₯41 Β· β 5.9K) - A system-level, binary package and environment manager running on.. βUnlicensed
- dephell (π₯25 Β· β 1.8K Β· π) - Python project management. Manage packages: convert between formats,.. MIT
- pyflow (π₯22 Β· β 1.3K Β· π) - An installation and dependency system for Python. MIT
prospector (π₯33 Β· β 1.9K) - Inspects Python source files and provides information about.. βοΈGPL-2.0
+prospector (π₯32 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¦ 4.7K Β· π 370 - 15% open Β· β±οΈ 18.10.2023):
@@ -1104,12 +1190,12 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
pip install prospector
```
-- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 97K Β· β±οΈ 19.10.2023):
+- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 98K Β· β±οΈ 19.10.2023):
```
conda install -c conda-forge prospector
```
mccabe (π₯31 Β· β 610) - McCabe complexity checker for Python. βοΈSaxpath
+mccabe (π₯31 Β· β 620) - McCabe complexity checker for Python. βοΈSaxpath
- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 24 Β· π 56 Β· π¦ 420K Β· π 59 - 23% open Β· β±οΈ 03.12.2023):
@@ -1127,7 +1213,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
radon (π₯29 Β· β 1.6K) - Various code metrics for Python code. MIT
-- [GitHub](https://github.com/rubik/radon) (π¨βπ» 60 Β· π 110 Β· π¦ 4.6K Β· π 170 - 13% open Β· β±οΈ 06.10.2023):
+- [GitHub](https://github.com/rubik/radon) (π¨βπ» 60 Β· π 110 Β· π¦ 4.7K Β· π 170 - 13% open Β· β±οΈ 06.10.2023):
```
git clone https://github.com/rubik/radon
@@ -1143,12 +1229,12 @@ This curated list contains 270 awesome open-source projects with a total of 900K
wily (π₯27 Β· β 1.2K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
-- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 24 Β· π 56 Β· π¦ 210 Β· π 100 - 30% open Β· β±οΈ 11.10.2023):
+- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 24 Β· π 56 Β· π¦ 210 Β· π 110 - 32% open Β· β±οΈ 11.10.2023):
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (π₯ 15K / month):
+- [PyPi](https://pypi.org/project/wily) (π₯ 15K / month Β· π¦ 9 Β· β±οΈ 11.10.2023):
```
pip install wily
```
@@ -1169,14 +1255,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge xenon
```
cohesion (π₯12 Β· β 220 Β· π€) - A tool for measuring Python class cohesion. βοΈGPL-3.0
+cohesion (π₯15 Β· β 220 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₯ 4.2K / month):
+- [PyPi](https://pypi.org/project/cohesion) (π₯ 4.3K / month Β· π¦ 11 Β· β±οΈ 10.07.2019):
```
pip install cohesion
```
@@ -1193,12 +1279,12 @@ This curated list contains 270 awesome open-source projects with a total of 900K
rich (π₯43 Β· β 46K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 240 Β· π 1.7K Β· π¦ 150K Β· π 1.3K - 15% open Β· β±οΈ 15.11.2023):
+- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 240 Β· π 1.6K Β· π¦ 160K Β· π 1.2K - 13% open Β· β±οΈ 15.11.2023):
```
git clone https://github.com/Textualize/rich
```
-- [PyPi](https://pypi.org/project/rich) (π₯ 34M / month Β· π¦ 5.7K Β· β±οΈ 15.11.2023):
+- [PyPi](https://pypi.org/project/rich) (π₯ 34M / month):
```
pip install rich
```
@@ -1209,12 +1295,12 @@ This curated list contains 270 awesome open-source projects with a total of 900K
tqdm (π₯42 Β· β 27K) - 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₯ 12K Β· π¦ 620K Β· π 950 - 39% open Β· β±οΈ 10.08.2023):
+- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 110 Β· π 1.3K Β· π₯ 12K Β· π¦ 630K Β· π 950 - 39% open Β· β±οΈ 10.08.2023):
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (π₯ 77M / month):
+- [PyPi](https://pypi.org/project/tqdm) (π₯ 75M / month):
```
pip install tqdm
```
@@ -1229,12 +1315,12 @@ This curated list contains 270 awesome open-source projects with a total of 900K
loguru (π₯37 Β· β 17K) - Python logging made (stupidly) simple. MIT
-- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 52 Β· π 640 Β· π¦ 72K Β· π 900 - 15% open Β· β±οΈ 02.01.2024):
+- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 52 Β· π 650 Β· π¦ 72K Β· π 900 - 15% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (π₯ 15M / month):
+- [PyPi](https://pypi.org/project/loguru) (π₯ 14M / month Β· π¦ 3.4K Β· β±οΈ 11.09.2023):
```
pip install loguru
```
@@ -1243,38 +1329,70 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge loguru
```
structlog (π₯37 Β· β 2.9K) - Simple, powerful, and fast logging for Python. Apache-2
+
+- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 110 Β· π 200 Β· π¦ 10K Β· π 300 - 8% open Β· β±οΈ 08.01.2024):
+
+ ```
+ git clone https://github.com/hynek/structlog
+ ```
+- [PyPi](https://pypi.org/project/structlog) (π₯ 7M / month Β· π¦ 1.1K Β· β±οΈ 08.01.2024):
+ ```
+ pip install structlog
+ ```
+- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 350K Β· β±οΈ 09.10.2023):
+ ```
+ conda install -c conda-forge structlog
+ ```
+sentry-sdk (π₯36 Β· β 1.7K) - The official Python SDK for Sentry.io. MIT
-- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 200 Β· π 470 Β· π₯ 3.6K Β· π 1.1K - 14% open Β· β±οΈ 15.12.2023):
+- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 200 Β· π 470 Β· π₯ 3.7K Β· π 1.1K - 15% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 23M / month Β· π¦ 470 Β· β±οΈ 14.12.2023):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 23M / month Β· π¦ 470 Β· β±οΈ 10.01.2024):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 710K Β· β±οΈ 14.12.2023):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 710K Β· β±οΈ 10.01.2024):
```
conda install -c conda-forge sentry-sdk
```
python-json-logger (π₯34 Β· β 1.6K Β· π€) - Json Formatter for the standard python logger. BSD-2
-- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 63 Β· π 220 Β· π¦ 79K Β· π 100 - 11% open Β· β±οΈ 28.02.2023):
+- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 63 Β· π 220 Β· π¦ 80K Β· π 100 - 11% open Β· β±οΈ 28.02.2023):
```
git clone https://github.com/madzak/python-json-logger
```
-- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 20M / month Β· π¦ 870 Β· β±οΈ 21.02.2023):
+- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 19M / month Β· π¦ 870 Β· β±οΈ 21.02.2023):
```
pip install python-json-logger
```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 6.8M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 6.9M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge python-json-logger
```
logbook (π₯33 Β· β 1.5K) - A cool logging replacement for Python. BSD-3
+
+- [GitHub](https://github.com/getlogbook/logbook) (π¨βπ» 79 Β· π 160 Β· π₯ 330 Β· π¦ 5.4K Β· π 180 - 25% open Β· β±οΈ 14.12.2023):
+
+ ```
+ git clone https://github.com/getlogbook/logbook
+ ```
+- [PyPi](https://pypi.org/project/logbook) (π₯ 3.2M / month Β· π¦ 1.2K Β· β±οΈ 10.11.2023):
+ ```
+ pip install logbook
+ ```
+- [Conda](https://anaconda.org/conda-forge/logbook) (π₯ 160K Β· β±οΈ 11.11.2023):
+ ```
+ conda install -c conda-forge logbook
+ ```
+tabulate (π₯32 Β· β 1.9K Β· π€) - 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 220 - 38% open Β· β±οΈ 30.04.2023):
@@ -1291,46 +1409,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge tabulate
```
colorlog (π₯31 Β· β 830) - A colored formatter for the python logging module. MIT
+progressbar2 (π₯32 Β· β 830) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 32 Β· π 79 Β· π¦ 32K Β· β±οΈ 02.12.2023):
-
- ```
- git clone https://github.com/borntyping/python-colorlog
- ```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 9.2M / month):
- ```
- pip install colorlog
- ```
-- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 1.9M Β· β±οΈ 02.12.2023):
- ```
- conda install -c conda-forge colorlog
- ```
-alive-progress (π₯29 Β· β 4.8K) - 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 190 Β· π¦ 2.6K Β· π 210 - 8% open Β· β±οΈ 02.12.2023):
-
- ```
- git clone https://github.com/rsalmei/alive-progress
- ```
-- [PyPi](https://pypi.org/project/alive-progress) (π₯ 520K / month):
- ```
- pip install alive-progress
- ```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 47K Β· β±οΈ 09.11.2023):
- ```
- conda install -c conda-forge alive-progress
- ```
-progressbar2 (π₯27 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» 46 Β· π 100 Β· π₯ 2.1K Β· π 220 - 2% open Β· β±οΈ 02.01.2024):
+- [GitHub](https://github.com/wolph/python-progressbar) (π¨βπ» 46 Β· π 140 Β· π₯ 2.1K Β· π 220 - 2% open Β· β±οΈ 02.01.2024):
```
git clone https://github.com/WoLpH/python-progressbar
```
-- [PyPi](https://pypi.org/project/progressbar2) (π₯ 23M / month):
+- [PyPi](https://pypi.org/project/progressbar2) (π₯ 23M / month Β· π¦ 1.6K Β· β±οΈ 18.12.2023):
```
pip install progressbar2
```
@@ -1339,6 +1425,38 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge progressbar2
```
alive-progress (π₯31 Β· β 4.8K) - 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 190 Β· π¦ 2.6K Β· π 210 - 9% open Β· β±οΈ 02.12.2023):
+
+ ```
+ git clone https://github.com/rsalmei/alive-progress
+ ```
+- [PyPi](https://pypi.org/project/alive-progress) (π₯ 490K / month Β· π¦ 220 Β· β±οΈ 08.11.2023):
+ ```
+ pip install alive-progress
+ ```
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 48K Β· β±οΈ 09.11.2023):
+ ```
+ conda install -c conda-forge alive-progress
+ ```
+colorlog (π₯31 Β· β 840) - A colored formatter for the python logging module. MIT
+
+- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 32 Β· π 120 Β· π¦ 33K Β· π 76 - 1% open Β· β±οΈ 02.12.2023):
+
+ ```
+ git clone https://github.com/borntyping/python-colorlog
+ ```
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 9.2M / month Β· π¦ 2.8K Β· β±οΈ 02.12.2023):
+ ```
+ pip install colorlog
+ ```
+- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 1.9M Β· β±οΈ 02.12.2023):
+ ```
+ conda install -c conda-forge colorlog
+ ```
+wasabi (π₯27 Β· β 430) - A lightweight console printing and formatting toolkit. MIT
- [GitHub](https://github.com/explosion/wasabi) (π¨βπ» 14 Β· π 25 Β· π¦ 39K Β· π 9 - 44% open Β· β±οΈ 03.11.2023):
@@ -1346,7 +1464,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/ines/wasabi
```
-- [PyPi](https://pypi.org/project/wasabi) (π₯ 5M / month Β· π¦ 320 Β· β±οΈ 07.06.2023):
+- [PyPi](https://pypi.org/project/wasabi) (π₯ 4.9M / month Β· π¦ 330 Β· β±οΈ 07.06.2023):
```
pip install wasabi
```
@@ -1362,23 +1480,35 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/cknd/stackprinter
```
-- [PyPi](https://pypi.org/project/stackprinter) (π₯ 280K / month Β· π¦ 30 Β· β±οΈ 24.11.2023):
+- [PyPi](https://pypi.org/project/stackprinter) (π₯ 280K / month Β· π¦ 31 Β· β±οΈ 24.11.2023):
```
pip install stackprinter
```
-- [Conda](https://anaconda.org/conda-forge/stackprinter) (π₯ 9K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/stackprinter) (π₯ 9.1K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge stackprinter
```
better-exceptions (π₯24 Β· β 4.5K Β· π€) - Pretty and useful exceptions in Python, automatically. MIT
+
+- [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/Qix-/better-exceptions
+ ```
+- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 120K / month Β· π¦ 95 Β· β±οΈ 29.01.2021):
+ ```
+ pip install better-exceptions
+ ```
+python-devtools (π₯23 Β· β 910) - Dev tools for python. MIT
-- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 12 Β· π 49 Β· π¦ 2.6K Β· π 61 - 36% open Β· β±οΈ 03.09.2023):
+- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 12 Β· π 49 Β· π¦ 2.9K Β· π 61 - 36% open Β· β±οΈ 03.09.2023):
```
git clone https://github.com/samuelcolvin/python-devtools
```
-- [PyPi](https://pypi.org/project/python-devtools) (π₯ 790 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
+- [PyPi](https://pypi.org/project/python-devtools) (π₯ 610 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
```
pip install python-devtools
```
@@ -1387,27 +1517,13 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge python-devtools
```
better-exceptions (π₯21 Β· β 4.5K Β· π€) - Pretty and useful exceptions in Python, automatically. MIT
+Show 6 hidden projects...
-- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 17 Β· π 200 Β· π 73 - 36% open Β· β±οΈ 05.01.2023):
-
- ```
- git clone https://github.com/Qix-/better-exceptions
- ```
-- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 120K / month):
- ```
- pip install better-exceptions
- ```
-Show 8 hidden projects...
-
-- structlog (π₯35 Β· β 2.9K) - Simple, powerful, and fast logging for Python. βUnlicensed
-- prettytable (π₯32 Β· β 1.2K) - Display tabular data in a visually appealing ASCII table.. βUnlicensed
-- logbook (π₯31 Β· β 1.5K) - A cool logging replacement for Python. βUnlicensed
+- prettytable (π₯33 Β· β 1.2K) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
+- python-coloredlogs (π₯29 Β· β 520 Β· π) - Colored terminal output for Pythons logging module. MIT
- notifiers (π₯28 Β· β 2.6K Β· π) - The easy way to send notifications. MIT
-- python-coloredlogs (π₯28 Β· β 520 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
+- 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
- tbvaccine (π₯16 Β· β 370 Β· π) - A small utility to pretty-print Python tracebacks. MIT
@@ -1416,14 +1532,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
-xxh (π₯23 Β· β 4.8K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
+xxh (π₯22 Β· β 4.8K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
- [GitHub](https://github.com/xxh/xxh) (π¨βπ» 26 Β· π 96 Β· π₯ 2.1K Β· π¦ 82 Β· π 84 - 26% open Β· β±οΈ 05.11.2023):
```
git clone https://github.com/xxh/xxh
```
-- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 420 / month):
+- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 460 / month):
```
pip install xxh-xxh
```
@@ -1438,8 +1554,24 @@ This curated list contains 270 awesome open-source projects with a total of 900K
-π best-of-mkdocs ( β 620) - Collection of MkDocs projects and plugins.
+π best-of-mkdocs ( β 630) - Collection of MkDocs projects and plugins.
+sphinx (π₯44 Β· β 5.9K) - The Sphinx documentation generator. BSD-3 
+
+- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 800 Β· π 2K Β· π¦ 350K Β· π 6.8K - 17% open Β· β±οΈ 10.01.2024):
+
+ ```
+ git clone https://github.com/sphinx-doc/sphinx
+ ```
+- [PyPi](https://pypi.org/project/sphinx) (π₯ 11M / month Β· π¦ 64K Β· β±οΈ 13.09.2023):
+ ```
+ pip install sphinx
+ ```
+- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 8.6M Β· β±οΈ 13.09.2023):
+ ```
+ conda install -c conda-forge sphinx
+ ```
+mkdocs (π₯42 Β· β 18K) - Project documentation with Markdown. BSD-2 
- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 250 Β· π 2.3K Β· π¦ 55K Β· π 1.9K - 5% open Β· β±οΈ 23.12.2023):
@@ -1458,7 +1590,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
mkdocs-material (π₯42 Β· β 17K) - Documentation that simply works. MIT
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 240 Β· π 3.1K Β· π¦ 41K Β· π 2.2K - 1% open Β· β±οΈ 29.12.2023):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 250 Β· π 3.1K Β· π¦ 42K Β· π 2.2K - 1% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/squidfunk/mkdocs-material
@@ -1467,19 +1599,19 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 340K Β· β±οΈ 24.12.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 340K Β· β±οΈ 08.01.2024):
```
conda install -c conda-forge mkdocs-material
```
sphinx_rtd_theme (π₯32 Β· β 4.5K) - Sphinx theme for readthedocs.org. MIT
+sphinx_rtd_theme (π₯38 Β· β 4.5K) - Sphinx theme for readthedocs.org. MIT
-- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 120 Β· π 1.6K Β· π¦ 16 Β· π 800 - 22% open Β· β±οΈ 03.01.2024):
+- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 120 Β· π 1.8K Β· π¦ 16 Β· π 870 - 28% open Β· β±οΈ 03.01.2024):
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
```
-- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 3.5M / month):
+- [PyPi](https://pypi.org/project/sphinx_rtd_theme) (π₯ 3.4M / month Β· π¦ 8.2K Β· β±οΈ 28.11.2023):
```
pip install sphinx_rtd_theme
```
@@ -1488,14 +1620,42 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge sphinx_rtd_theme
```
alabaster (π₯35 Β· β 710) - Lightweight, configurable Sphinx theme. BSD-3
+
+- [GitHub](https://github.com/sphinx-doc/alabaster) (π¨βπ» 37 Β· π 190 Β· π¦ 120K Β· π 120 - 49% open Β· β±οΈ 10.01.2024):
+
+ ```
+ git clone https://github.com/bitprophet/alabaster
+ ```
+- [PyPi](https://pypi.org/project/alabaster) (π₯ 6.1M / month Β· π¦ 7.8K Β· β±οΈ 10.01.2024):
+ ```
+ pip install alabaster
+ ```
+- [Conda](https://anaconda.org/conda-forge/alabaster) (π₯ 7M Β· β±οΈ 10.01.2024):
+ ```
+ conda install -c conda-forge alabaster
+ ```
+pdoc (π₯32 Β· β 1.7K) - API Documentation for Python Projects. Unlicense
+
+- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 60 Β· π 230 Β· π¦ 2.4K Β· π 350 - 5% open Β· β±οΈ 01.01.2024):
+
+ ```
+ git clone https://github.com/mitmproxy/pdoc
+ ```
+- [PyPi](https://pypi.org/project/pdoc) (π₯ 160K / month Β· π¦ 340 Β· β±οΈ 22.12.2023):
+ ```
+ pip install pdoc
+ ```
+mkdocstrings (π₯32 Β· β 1.5K) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 40 Β· π 99 Β· π¦ 11K Β· π 370 - 11% open Β· β±οΈ 14.11.2023):
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 41 Β· π 100 Β· π¦ 11K Β· π 370 - 11% open Β· β±οΈ 04.01.2024):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 560K / month Β· π¦ 480 Β· β±οΈ 14.11.2023):
+- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 570K / month Β· π¦ 500 Β· β±οΈ 14.11.2023):
```
pip install mkdocstrings
```
@@ -1504,30 +1664,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge mkdocstrings
```
alabaster (π₯32 Β· β 710) - Lightweight, configurable Sphinx theme. BSD-3
-
-- [GitHub](https://github.com/sphinx-doc/alabaster) (π¨βπ» 30 Β· π 190 Β· π¦ 120K Β· π 120 - 54% open Β· β±οΈ 04.10.2023):
-
- ```
- git clone https://github.com/bitprophet/alabaster
- ```
-- [PyPi](https://pypi.org/project/alabaster) (π₯ 6M / month Β· π¦ 7.8K Β· β±οΈ 13.01.2023):
- ```
- pip install alabaster
- ```
-- [Conda](https://anaconda.org/conda-forge/alabaster) (π₯ 6.9M Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge alabaster
- ```
-sphinx-autodoc-typehints (π₯32 Β· β 510) - Type hints support for the Sphinx autodoc extension. MIT
-- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 54 Β· π 99 Β· π¦ 46K Β· π 180 - 15% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 54 Β· π 99 Β· π¦ 46K Β· π 180 - 16% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 1.3M / month Β· π¦ 2K Β· β±οΈ 11.11.2023):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 1.2M / month):
```
pip install sphinx-autodoc-typehints
```
@@ -1538,12 +1682,12 @@ This curated list contains 270 awesome open-source projects with a total of 900K
Griffe (π₯31 Β· β 230) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
-- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 26 Β· π 35 Β· π¦ 4K Β· π 170 - 12% open Β· β±οΈ 06.12.2023):
+- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 26 Β· π 35 Β· π¦ 4.1K Β· π 170 - 12% open Β· β±οΈ 06.12.2023):
```
git clone https://github.com/mkdocstrings/griffe
```
-- [PyPi](https://pypi.org/project/griffe) (π₯ 700K / month Β· π¦ 44 Β· β±οΈ 06.12.2023):
+- [PyPi](https://pypi.org/project/griffe) (π₯ 700K / month Β· π¦ 46 Β· β±οΈ 06.12.2023):
```
pip install griffe
```
@@ -1552,42 +1696,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge griffe
```
pdoc (π₯29 Β· β 1.7K) - API Documentation for Python Projects. Unlicense
+sphinx-autobuild (π₯29 Β· β 500) - Watch a Sphinx directory and rebuild the documentation.. MIT
-- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 48 Β· π 170 Β· π¦ 2.4K Β· π 350 - 5% open Β· β±οΈ 01.01.2024):
-
- ```
- git clone https://github.com/mitmproxy/pdoc
- ```
-- [PyPi](https://pypi.org/project/pdoc) (π₯ 160K / month):
- ```
- pip install pdoc
- ```
-breathe (π₯29 Β· β 700) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
-
-- [GitHub](https://github.com/breathe-doc/breathe) (π¨βπ» 110 Β· π 190 Β· π₯ 560 Β· π¦ 12K Β· π 580 - 30% open Β· β±οΈ 24.10.2023):
-
- ```
- git clone https://github.com/michaeljones/breathe
- ```
-- [PyPi](https://pypi.org/project/breathe) (π₯ 230K / month Β· π¦ 1K Β· β±οΈ 28.02.2023):
- ```
- pip install breathe
- ```
-- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 530K Β· β±οΈ 04.07.2023):
- ```
- conda install -c conda-forge breathe
- ```
-sphinx-autobuild (π₯29 Β· β 490) - Watch a Sphinx directory and rebuild the documentation.. MIT
-
-- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 26 Β· π 67 Β· π¦ 21K Β· π 78 - 32% open Β· β±οΈ 21.12.2023):
+- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 26 Β· π 67 Β· π¦ 21K Β· π 79 - 32% open Β· β±οΈ 21.12.2023):
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 420K / month Β· π¦ 3K Β· β±οΈ 14.03.2021):
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 410K / month):
```
pip install sphinx-autobuild
```
@@ -1598,12 +1714,12 @@ This curated list contains 270 awesome open-source projects with a total of 900K
blacken-docs (π₯27 Β· β 580) - 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¦ 810 Β· π 75 - 16% open Β· β±οΈ 31.12.2023):
+- [GitHub](https://github.com/adamchainz/blacken-docs) (π¨βπ» 19 Β· π 40 Β· π¦ 820 Β· π 75 - 16% open Β· β±οΈ 31.12.2023):
```
git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 120K / month Β· π¦ 43 Β· β±οΈ 16.08.2023):
+- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 110K / month Β· π¦ 54 Β· β±οΈ 16.08.2023):
```
pip install blacken-docs
```
@@ -1612,26 +1728,26 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge blacken-docs
```
interrogate (π₯26 Β· β 520) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
+interrogate (π₯24 Β· β 520 Β· π) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 12 Β· π 42 Β· π¦ 5.7K Β· π 56 - 51% open Β· β±οΈ 07.09.2023):
+- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 12 Β· π 42 Β· π¦ 5.7K Β· π 57 - 52% open Β· β±οΈ 07.09.2023):
```
git clone https://github.com/econchick/interrogate
```
-- [PyPi](https://pypi.org/project/interrogate) (π₯ 62K / month Β· π¦ 190 Β· β±οΈ 10.09.2021):
+- [PyPi](https://pypi.org/project/interrogate) (π₯ 61K / month):
```
pip install interrogate
```
mkdocs-awesome-pages-plugin (π₯24 Β· β 400) - An MkDocs plugin that simplifies configuring page.. MIT
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 7 Β· π 30 Β· π¦ 3.6K Β· π 75 - 21% open Β· β±οΈ 11.11.2023):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 7 Β· π 31 Β· π¦ 3.7K Β· π 75 - 21% open Β· β±οΈ 11.11.2023):
```
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₯ 150K / month Β· π¦ 120 Β· β±οΈ 19.08.2023):
```
pip install mkdocs-awesome-pages-plugin
```
@@ -1643,7 +1759,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/bitprophet/releases
```
-- [PyPi](https://pypi.org/project/releases) (π₯ 11K / month Β· π¦ 380 Β· β±οΈ 28.04.2023):
+- [PyPi](https://pypi.org/project/releases) (π₯ 8.7K / month Β· π¦ 380 Β· β±οΈ 28.04.2023):
```
pip install releases
```
@@ -1659,11 +1775,23 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 5.8K / month Β· π¦ 22 Β· β±οΈ 27.07.2021):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 5.6K / month Β· π¦ 22 Β· β±οΈ 27.07.2021):
```
pip install lazydocs
```
portray (π₯21 Β· β 860 Β· π€) - Your Project with Great Documentation. MIT
+
+- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 20 Β· π 78 Β· π¦ 810 Β· π 63 - 49% open Β· β±οΈ 03.01.2023):
+
+ ```
+ git clone https://github.com/timothycrosley/portray
+ ```
+- [PyPi](https://pypi.org/project/portray) (π₯ 6.9K / month Β· π¦ 22 Β· β±οΈ 19.12.2022):
+ ```
+ pip install portray
+ ```
+sphinx-markdown-builder (π₯21 Β· β 160 Β· π€) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (π¨βπ» 19 Β· π 46 Β· β±οΈ 24.06.2023):
@@ -1671,46 +1799,34 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/clayrisser/sphinx-markdown-builder
```
-- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 43K / month Β· π¦ 87 Β· β±οΈ 13.08.2023):
+- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 42K / month Β· π¦ 87 Β· β±οΈ 13.08.2023):
```
pip install sphinx-markdown-builder
```
mkdocs-print-site-plugin (π₯20 Β· β 100) - MkDocs Plugin that adds an additional page that.. MIT
+mkdocs-print-site-plugin (π₯21 Β· β 100) - MkDocs Plugin that adds an additional page that.. MIT
-- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (π¨βπ» 5 Β· π 15 Β· π¦ 270 Β· π 83 - 13% open Β· β±οΈ 25.10.2023):
+- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (π¨βπ» 5 Β· π 16 Β· π¦ 270 Β· π 83 - 13% open Β· β±οΈ 25.10.2023):
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 18K / month):
+- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 18K / month Β· π¦ 6 Β· β±οΈ 28.08.2023):
```
pip install mkdocs-print-site-plugin
```
portray (π₯19 Β· β 860 Β· π€) - Your Project with Great Documentation. 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):
-
- ```
- git clone https://github.com/timothycrosley/portray
- ```
-- [PyPi](https://pypi.org/project/portray) (π₯ 8K / month):
- ```
- pip install portray
- ```
-Show 10 hidden projects...
-- sphinx (π₯42 Β· β 5.8K) - The Sphinx documentation generator. βUnlicensed βUnlicensed βοΈAGPL-3.0
-- sphinx-bootstrap-theme (π₯26 Β· β 590 Β· π) - Sphinx Bootstrap Theme. MIT ISC
-- pycco (π₯22 Β· β 840 Β· π) - Literate-style documentation generator. MIT
+- pdoc3 (π₯27 Β· β 1.1K Β· π) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
+- breathe (π₯27 Β· β 710 Β· π) - ReStructuredText and Sphinx bridge to Doxygen. βUnlicensed
+- pycco (π₯23 Β· β 840 Β· π) - Literate-style documentation generator. MIT
+- pytkdocs (π₯23 Β· β 48 Β· π) - Load Python objects documentation. ISC
- mkdocs-with-pdf (π₯22 Β· β 280 Β· π) - Generate a single PDF file from MkDocs repository. MIT MIT MIT MIT MIT MIT
@@ -1719,14 +1835,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
-PySnooper (π₯29 Β· β 16K) - Never use print for debugging again. MIT
+PySnooper (π₯32 Β· β 16K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 27 Β· π 940 Β· π¦ 1.7K Β· π 130 - 19% open Β· β±οΈ 15.07.2023):
+- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 27 Β· π 940 Β· π¦ 1.7K Β· π 130 - 19% open Β· β±οΈ 06.01.2024):
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (π₯ 390K / month):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 360K / month):
```
pip install pysnooper
```
@@ -1735,26 +1851,46 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge pysnooper
```
gdbgui (π₯29 Β· β 9.5K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
+pudb (π₯32 Β· β 2.8K) - Full-screen console debugger for Python. MIT
-- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 44 Β· π 480 Β· π₯ 17K Β· π¦ 340 Β· π 310 - 45% open Β· β±οΈ 18.10.2023):
+- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 94 Β· π 220 Β· π¦ 5.8K Β· π 330 - 47% open Β· β±οΈ 05.01.2024):
```
- git clone https://github.com/cs01/gdbgui
+ git clone https://github.com/inducer/pudb
```
-- [PyPi](https://pypi.org/project/gdbgui) (π₯ 12K / month):
+- [PyPi](https://pypi.org/project/pudb) (π₯ 200K / month Β· π¦ 760 Β· β±οΈ 06.10.2023):
```
- pip install gdbgui
+ pip install pudb
+ ```
+- [Conda](https://anaconda.org/conda-forge/pudb) (π₯ 250K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge pudb
```
ipdb (π₯29 Β· β 1.8K) - Integration of IPython pdb. BSD-3
+pyelftools (π₯32 Β· β 1.8K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 58 Β· π 140 Β· π¦ 52K Β· π 190 - 32% open Β· β±οΈ 03.08.2023):
+- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 97 Β· π 490 Β· π¦ 6.7K Β· π 240 - 29% open Β· β±οΈ 08.12.2023):
+
+ ```
+ git clone https://github.com/eliben/pyelftools
+ ```
+- [PyPi](https://pypi.org/project/pyelftools) (π₯ 2.3M / month Β· π¦ 570 Β· β±οΈ 06.09.2023):
+ ```
+ pip install pyelftools
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyelftools) (π₯ 150K 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
+
+- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 58 Β· π 150 Β· π¦ 52K Β· π 190 - 32% open Β· β±οΈ 03.08.2023):
```
git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/ipdb) (π₯ 2M / month):
+- [PyPi](https://pypi.org/project/ipdb) (π₯ 2M / month Β· π¦ 9K Β· β±οΈ 09.03.2023):
```
pip install ipdb
```
@@ -1763,6 +1899,30 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge ipdb
```
gdbgui (π₯29 Β· β 9.5K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
+
+- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 44 Β· π 480 Β· π₯ 17K Β· π¦ 340 Β· π 320 - 45% open Β· β±οΈ 18.10.2023):
+
+ ```
+ git clone https://github.com/cs01/gdbgui
+ ```
+- [PyPi](https://pypi.org/project/gdbgui) (π₯ 13K / month):
+ ```
+ pip install gdbgui
+ ```
+pyrasite (π₯22 Β· β 2.7K) - Inject code into running Python processes. βοΈGPL-3.0
+
+- [GitHub](https://github.com/lmacken/pyrasite) (π¨βπ» 24 Β· π 200 Β· π¦ 55 Β· π 57 - 71% open Β· β±οΈ 08.10.2023):
+
+ ```
+ git clone https://github.com/lmacken/pyrasite
+ ```
+- [PyPi](https://pypi.org/project/pyrasite) (π₯ 11K / month Β· π¦ 6 Β· β±οΈ 09.05.2012):
+ ```
+ pip install pyrasite
+ ```
+python-manhole (π₯22 Β· β 360) - Debugging manhole for python applications. BSD-2
- [GitHub](https://github.com/ionelmc/python-manhole) (π¨βπ» 11 Β· π 23 Β· π¦ 270 Β· π 22 - 31% open Β· β±οΈ 18.12.2023):
@@ -1770,7 +1930,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/ionelmc/python-manhole
```
-- [PyPi](https://pypi.org/project/manhole) (π₯ 13K / month):
+- [PyPi](https://pypi.org/project/manhole) (π₯ 14K / month):
```
pip install manhole
```
@@ -1786,57 +1946,43 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 8.3K / month):
+- [PyPi](https://pypi.org/project/hunter) (π₯ 9.3K / month):
```
pip install hunter
```
-- [Conda](https://anaconda.org/conda-forge/hunter) (π₯ 55K Β· β±οΈ 30.09.2023):
+- [Conda](https://anaconda.org/conda-forge/hunter) (π₯ 56K Β· β±οΈ 30.09.2023):
```
conda install -c conda-forge hunter
```
pyrasite (π₯20 Β· β 2.7K) - Inject code into running Python processes. βοΈGPL-3.0
-
-- [GitHub](https://github.com/lmacken/pyrasite) (π¨βπ» 24 Β· π 200 Β· π¦ 54 Β· π 57 - 71% open Β· β±οΈ 08.10.2023):
-
- ```
- git clone https://github.com/lmacken/pyrasite
- ```
-- [PyPi](https://pypi.org/project/pyrasite) (π₯ 16K / month):
- ```
- pip install pyrasite
- ```
-reloadium (π₯20 Β· β 2.6K) - Hot Reloading, Profiling and AI debugging for Python. Apache-2
-- [GitHub](https://github.com/reloadware/reloadium) (π¨βπ» 3 Β· π 57 Β· π 120 - 10% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/reloadware/reloadium) (π¨βπ» 3 Β· π 57 Β· π 120 - 11% open Β· β±οΈ 04.01.2024):
```
git clone https://github.com/reloadware/reloadium
```
-- [PyPi](https://pypi.org/project/reloadium) (π₯ 1.7K / month Β· β±οΈ 04.01.2024):
+- [PyPi](https://pypi.org/project/reloadium) (π₯ 2.1K / month Β· β±οΈ 04.01.2024):
```
pip install reloadium
```
Birdseye (π₯19 Β· β 1.6K) - Graphical Python debugger which lets you easily view the values of all.. MIT
+Birdseye (π₯15 Β· β 1.6K Β· π) - Graphical Python debugger which lets you easily view the values of.. MIT
-- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 10 Β· π 74 Β· π 56 - 35% open Β· β±οΈ 16.10.2023):
+- [GitHub](https://github.com/alexmojaki/birdseye) (π¨βπ» 10 Β· π 71 Β· π 56 - 35% open Β· β±οΈ 16.10.2023):
```
git clone https://github.com/alexmojaki/birdseye
```
-- [PyPi](https://pypi.org/project/birdseye) (π₯ 1K / month Β· π¦ 4 Β· β±οΈ 16.10.2023):
+- [PyPi](https://pypi.org/project/birdseye) (π₯ 960 / month):
```
pip install birdseye
```
Show 5 hidden projects...
+Show 3 hidden projects...
-- pudb (π₯30 Β· β 2.8K) - Full-screen console debugger for Python. βUnlicensed
-- pyelftools (π₯30 Β· β 1.8K) - Parsing ELF and DWARF in Python. βUnlicensed
+- icecream (π₯28 Β· β 8.1K Β· π) - Never use print() to debug again. MIT
- pdbpp (π₯28 Β· β 1.2K Β· π) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
-- icecream (π₯26 Β· β 8.1K Β· π) - Never use print() to debug again. MIT
- snoop (π₯19 Β· β 1K Β· π) - A powerful set of Python debugging tools, based on PySnooper. MIT
@@ -1851,12 +1997,12 @@ This curated list contains 270 awesome open-source projects with a total of 900K
pytest (π₯47 Β· β 11K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 930 Β· π 2.5K Β· π¦ 1.1M Β· π 5.6K - 15% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 930 Β· π 2.5K Β· π¦ 1.1M Β· π 5.6K - 15% open Β· β±οΈ 11.01.2024):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (π₯ 78M / month Β· π¦ 22K Β· β±οΈ 02.01.2024):
+- [PyPi](https://pypi.org/project/pytest) (π₯ 77M / month Β· π¦ 22K Β· β±οΈ 02.01.2024):
```
pip install pytest
```
@@ -1867,12 +2013,12 @@ This curated list contains 270 awesome open-source projects with a total of 900K
robotframework (π₯42 Β· β 8.6K) - 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¦ 9.6K Β· π 4.3K - 5% open Β· β±οΈ 03.01.2024):
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 190 Β· π 2.2K Β· π₯ 550 Β· π¦ 9.6K Β· π 4.3K - 5% open Β· β±οΈ 11.01.2024):
```
git clone https://github.com/robotframework/robotframework
```
-- [PyPi](https://pypi.org/project/robotframework) (π₯ 1.7M / month):
+- [PyPi](https://pypi.org/project/robotframework) (π₯ 1.7M / month Β· π¦ 1.1K Β· β±οΈ 08.01.2024):
```
pip install robotframework
```
@@ -1881,14 +2027,30 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge robotframework
```
tox (π₯38 Β· β 3.4K) - Command line driven CI frontend and development task automation tool. MIT
+hypothesis (π₯42 Β· β 7.1K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
-- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 68 Β· π 480 Β· π¦ 110K Β· π 1.7K - 4% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 320 Β· π 590 Β· π¦ 24K Β· π 1.5K - 3% open Β· β±οΈ 11.01.2024):
+
+ ```
+ git clone https://github.com/HypothesisWorks/hypothesis
+ ```
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 4.3M / month Β· π¦ 2.4K Β· β±οΈ 11.01.2024):
+ ```
+ pip install hypothesis
+ ```
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 8.3M Β· β±οΈ 11.01.2024):
+ ```
+ conda install -c conda-forge hypothesis
+ ```
+tox (π₯39 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 500 Β· π¦ 110K Β· π 1.7K - 4% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/tox-dev/tox
```
-- [PyPi](https://pypi.org/project/tox) (π₯ 11M / month):
+- [PyPi](https://pypi.org/project/tox) (π₯ 11M / month Β· π¦ 23K Β· β±οΈ 28.11.2023):
```
pip install tox
```
@@ -1897,9 +2059,25 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge tox
```
pytest-xdist (π₯36 Β· β 1.3K Β· π) - pytest plugin for distributed testing and loop-on-.. MIT
+pytest-cov (π₯36 Β· β 1.6K Β· π€) - Coverage plugin for pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 93 Β· π 220 Β· π₯ 4 Β· π 580 - 40% open Β· β±οΈ 26.12.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 86 Β· π 210 Β· π¦ 290K Β· π 390 - 38% open Β· β±οΈ 24.05.2023):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-cov
+ ```
+- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 29M / month Β· π¦ 36K Β· β±οΈ 24.05.2023):
+ ```
+ pip install pytest-cov
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 10M Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge pytest-cov
+ ```
+pytest-xdist (π₯36 Β· β 1.3K) - pytest plugin for distributed testing and loop-on-failures.. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 93 Β· π 220 Β· π₯ 5 Β· π 580 - 40% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/pytest-dev/pytest-xdist
@@ -1913,30 +2091,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge pytest-xdist
```
pytest-cov (π₯35 Β· β 1.6K Β· π€) - Coverage plugin for pytest. MIT
+pyautogui (π₯35 Β· β 9.1K Β· π€) - A cross-platform GUI automation Python module for human beings... BSD-3
-- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 86 Β· π 200 Β· π¦ 290K Β· π 380 - 36% open Β· β±οΈ 24.05.2023):
-
- ```
- git clone https://github.com/pytest-dev/pytest-cov
- ```
-- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 30M / month):
- ```
- pip install pytest-cov
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 10M Β· β±οΈ 16.06.2023):
- ```
- conda install -c conda-forge pytest-cov
- ```
-pyautogui (π₯34 Β· β 9.1K Β· π€) - A cross-platform GUI automation Python module for human beings... BSD-3
-
-- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 52 Β· π 1.1K Β· π¦ 30K Β· π 670 - 65% open Β· β±οΈ 07.06.2023):
+- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 52 Β· π 1.1K Β· π¦ 30K 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₯ 710K / month):
+- [PyPi](https://pypi.org/project/pyautogui) (π₯ 690K / month Β· π¦ 880 Β· β±οΈ 24.05.2023):
```
pip install pyautogui
```
@@ -1945,14 +2107,30 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge pyautogui
```
pytest-mock (π₯34 Β· β 1.7K) - Thin-wrapper around the mock package for easier use with pytest. MIT
+freezegun (π₯35 Β· β 3.9K) - Let your Python tests travel through time. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 68 Β· π 130 Β· π₯ 15 Β· π¦ 73K Β· π 150 - 7% open Β· β±οΈ 20.12.2023):
+- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 110 Β· π 270 Β· π₯ 8 Β· π 330 - 42% open Β· β±οΈ 19.12.2023):
+
+ ```
+ git clone https://github.com/spulec/freezegun
+ ```
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 7.1M / month Β· π¦ 4.6K Β· β±οΈ 19.12.2023):
+ ```
+ pip install freezegun
+ ```
+- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 1.5M Β· β±οΈ 19.12.2023):
+ ```
+ conda install -c conda-forge freezegun
+ ```
+pytest-mock (π₯35 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» 68 Β· π 140 Β· π₯ 15 Β· π¦ 73K Β· π 150 - 8% open Β· β±οΈ 20.12.2023):
```
git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 12M / month):
+- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 12M / month Β· π¦ 5.5K Β· β±οΈ 19.10.2023):
```
pip install pytest-mock
```
@@ -1961,18 +2139,78 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge pytest-mock
```
pytest-html (π₯35 Β· β 640) - Plugin for generating HTML reports for pytest results. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 54 Β· π 260 Β· π¦ 42K Β· π 390 - 36% open Β· β±οΈ 10.12.2023):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-html
+ ```
+- [PyPi](https://pypi.org/project/pytest-html) (π₯ 4.1M / month Β· π¦ 820 Β· β±οΈ 07.11.2023):
+ ```
+ pip install pytest-html
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 500K Β· β±οΈ 23.11.2023):
+ ```
+ conda install -c conda-forge pytest-html
+ ```
+playwright-python (π₯34 Β· β 9.9K) - Python version of the Playwright testing and automation.. Apache-2
+
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 35 Β· π 820 Β· π¦ 21 Β· π 1.2K - 2% open Β· β±οΈ 10.01.2024):
+
+ ```
+ git clone https://github.com/microsoft/playwright-python
+ ```
+- [PyPi](https://pypi.org/project/playwright) (π₯ 2M / month Β· π¦ 440 Β· β±οΈ 21.11.2023):
+ ```
+ pip install playwright
+ ```
+pytest-asyncio (π₯34 Β· β 1.3K) - Asyncio support for pytest. Apache-2
+
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 44 Β· π 130 Β· π₯ 170 Β· π 290 - 14% open Β· β±οΈ 10.01.2024):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-asyncio
+ ```
+- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 7.6M / month Β· π¦ 1.7K Β· β±οΈ 10.01.2024):
+ ```
+ pip install pytest-asyncio
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 1.9M Β· β±οΈ 02.01.2024):
+ ```
+ conda install -c conda-forge pytest-asyncio
+ ```
+nose2 (π₯34 Β· β 770) - The successor to nose, based on unittest2. BSD-2
+
+- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 77 Β· π 140 Β· π¦ 24K Β· π 270 - 19% open Β· β±οΈ 25.12.2023):
+
+ ```
+ git clone https://github.com/nose-devs/nose2
+ ```
+- [PyPi](https://pypi.org/project/nose2) (π₯ 600K / month Β· π¦ 1.1K Β· β±οΈ 04.10.2023):
+ ```
+ pip install nose2
+ ```
+- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 130K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge nose2
+ ```
+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₯ 520 Β· π¦ 1.6K Β· π 330 - 2% open Β· β±οΈ 12.11.2023):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 120 Β· π 320 Β· π₯ 530 Β· π¦ 1.6K Β· π 330 - 2% open Β· β±οΈ 10.01.2024):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (π₯ 120K / month):
+- [PyPi](https://pypi.org/project/mimesis) (π₯ 120K / month Β· π¦ 75 Β· β±οΈ 07.01.2024):
```
pip install mimesis
```
-- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 170K Β· β±οΈ 19.08.2023):
+- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 170K Β· β±οΈ 07.01.2024):
```
conda install -c conda-forge mimesis
```
@@ -1984,7 +2222,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/pytest-dev/pytest-bdd
```
-- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 710K / month Β· π¦ 190 Β· β±οΈ 02.12.2023):
+- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 720K / month Β· π¦ 190 Β· β±οΈ 02.12.2023):
```
pip install pytest-bdd
```
@@ -1993,26 +2231,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge pytest-bdd
```
playwright-python (π₯32 Β· β 9.9K) - Python version of the Playwright testing and automation.. Apache-2
+asv (π₯31 Β· β 820) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 34 Β· π 770 Β· π¦ 21 Β· π 1.2K - 2% open Β· β±οΈ 03.01.2024):
-
- ```
- git clone https://github.com/microsoft/playwright-python
- ```
-- [PyPi](https://pypi.org/project/playwright) (π₯ 1.9M / month):
- ```
- pip install playwright
- ```
-asv (π₯31 Β· β 810) - 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 170 Β· π₯ 160 Β· π¦ 1K Β· π 570 - 24% open Β· β±οΈ 11.09.2023):
+- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 79 Β· π 170 Β· π₯ 160 Β· π¦ 1K Β· π 570 - 24% open Β· β±οΈ 08.01.2024):
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (π₯ 68K / month Β· π¦ 88 Β· β±οΈ 11.09.2023):
+- [PyPi](https://pypi.org/project/asv) (π₯ 66K / month Β· π¦ 89 Β· β±οΈ 11.09.2023):
```
pip install asv
```
@@ -2021,14 +2247,30 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge asv
```
nox (π₯30 Β· β 1.2K) - Flexible test automation for Python. Apache-2
+factory_boy (π₯30 Β· β 3.3K) - A test fixtures replacement for Python. MIT
-- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 91 Β· π 140 Β· π¦ 4.8K Β· π 330 - 17% open Β· β±οΈ 02.11.2023):
+- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 130 Β· π 380 Β· π 590 - 33% open Β· β±οΈ 21.12.2023):
+
+ ```
+ git clone https://github.com/FactoryBoy/factory_boy
+ ```
+- [PyPi](https://pypi.org/project/factory_boy) (π₯ 2.7M / month Β· π¦ 840 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
+ ```
+nox (π₯30 Β· β 1.2K) - Flexible test automation for Python. Apache-2
+
+- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 91 Β· π 140 Β· π¦ 4.9K Β· π 340 - 17% open Β· β±οΈ 02.11.2023):
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (π₯ 870K / month):
+- [PyPi](https://pypi.org/project/nox) (π₯ 840K / month):
```
pip install nox
```
@@ -2037,14 +2279,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge nox
```
pytest-benchmark (π₯30 Β· β 1.2K) - py.test fixture for benchmarking code. BSD-2
+pytest-benchmark (π₯30 Β· β 1.2K) - py.test fixture for benchmarking code. BSD-2
- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 41 Β· π 110 Β· π¦ 8.1K Β· π 190 - 53% open Β· β±οΈ 15.12.2023):
```
git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 780K / month Β· π¦ 750 Β· β±οΈ 25.10.2022):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 760K / month Β· π¦ 760 Β· β±οΈ 25.10.2022):
```
pip install pytest-benchmark
```
@@ -2053,30 +2295,30 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge pytest-benchmark
```
coveralls-python (π₯30 Β· β 540) - Show coverage stats online via coveralls.io. MIT
+coveralls-python (π₯30 Β· β 540) - Show coverage stats online via coveralls.io. MIT
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 64 Β· π 180 Β· π¦ 33K Β· π 160 - 9% open Β· β±οΈ 14.08.2023):
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 64 Β· π 190 Β· π¦ 33K Β· π 160 - 9% open Β· β±οΈ 14.08.2023):
```
git clone https://github.com/TheKevJames/coveralls-python
```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 520K / month):
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 490K / month Β· π¦ 9.6K Β· β±οΈ 11.11.2021):
```
pip install coveralls
```
-- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 1M Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/coveralls) (π₯ 1.1M Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge coveralls
```
ddt (π₯30 Β· β 430) - Data-Driven Tests for Python Unittest. MIT
+ddt (π₯30 Β· β 430) - Data-Driven Tests for Python Unittest. MIT
- [GitHub](https://github.com/datadriventests/ddt) (π¨βπ» 38 Β· π 110 Β· π¦ 5.4K Β· π 58 - 22% open Β· β±οΈ 03.01.2024):
```
git clone https://github.com/datadriventests/ddt
```
-- [PyPi](https://pypi.org/project/ddt) (π₯ 470K / month Β· π¦ 1.3K Β· β±οΈ 03.01.2024):
+- [PyPi](https://pypi.org/project/ddt) (π₯ 480K / month Β· π¦ 1.3K Β· β±οΈ 03.01.2024):
```
pip install ddt
```
@@ -2085,46 +2327,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge ddt
```
freezegun (π₯29 Β· β 3.9K Β· π) - Let your Python tests travel through time. Apache-2
+pytest-testinfra (π₯29 Β· β 2.3K) - Testinfra test your infrastructures. Apache-2
-- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 110 Β· π 250 Β· π₯ 7 Β· π 300 - 37% open Β· β±οΈ 19.12.2023):
-
- ```
- git clone https://github.com/spulec/freezegun
- ```
-- [PyPi](https://pypi.org/project/freezegun) (π₯ 7.3M / month):
- ```
- pip install freezegun
- ```
-- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 1.5M Β· β±οΈ 19.12.2023):
- ```
- conda install -c conda-forge freezegun
- ```
-pytest-asyncio (π₯29 Β· β 1.3K) - Asyncio support for pytest. Apache-2
-
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 44 Β· π 130 Β· π₯ 170 Β· π 280 - 13% open Β· β±οΈ 01.01.2024):
-
- ```
- git clone https://github.com/pytest-dev/pytest-asyncio
- ```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 7.8M / month):
- ```
- pip install pytest-asyncio
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 1.8M Β· β±οΈ 02.01.2024):
- ```
- conda install -c conda-forge pytest-asyncio
- ```
-pytest-testinfra (π₯27 Β· β 2.3K) - Testinfra test your infrastructures. Apache-2
-
-- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 140 Β· π 340 Β· π 340 - 36% open Β· β±οΈ 13.11.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 140 Β· π 340 Β· π 340 - 37% open Β· β±οΈ 13.11.2023):
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 320K / month):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 320K / month Β· π¦ 11 Β· β±οΈ 13.11.2023):
```
pip install pytest-testinfra
```
@@ -2133,6 +2343,54 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge pytest-testinfra
```
pytest-sugar (π₯29 Β· β 1.2K) - a plugin for py.test that changes the default look and feel.. BSD-3
+
+- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 50 Β· π 70 Β· π₯ 12 Β· π¦ 24K Β· π 120 - 20% open Β· β±οΈ 08.08.2023):
+
+ ```
+ git clone https://github.com/Teemu/pytest-sugar
+ ```
+- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 900K / month Β· π¦ 2.8K Β· β±οΈ 10.04.2023):
+ ```
+ pip install pytest-sugar
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 230K Β· β±οΈ 02.07.2023):
+ ```
+ conda install -c conda-forge pytest-sugar
+ ```
+pytest-randomly (π₯29 Β· β 560) - Pytest plugin to randomly order tests and control random.seed. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 20 Β· π 31 Β· π¦ 7.7K Β· π 61 - 11% open Β· β±οΈ 31.12.2023):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-randomly
+ ```
+- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 1.3M / month Β· π¦ 300 Β· β±οΈ 15.08.2023):
+ ```
+ pip install pytest-randomly
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 170K Β· β±οΈ 15.08.2023):
+ ```
+ conda install -c conda-forge pytest-randomly
+ ```
+green (π₯28 Β· β 780) - Green is a clean, colorful, fast python test runner. MIT
+
+- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 39 Β· π 80 Β· π 180 - 4% open Β· β±οΈ 05.12.2023):
+
+ ```
+ git clone https://github.com/CleanCut/green
+ ```
+- [PyPi](https://pypi.org/project/green) (π₯ 15K / month Β· π¦ 240 Β· β±οΈ 21.09.2022):
+ ```
+ pip install green
+ ```
+- [Conda](https://anaconda.org/conda-forge/green) (π₯ 130K Β· β±οΈ 28.09.2023):
+ ```
+ conda install -c conda-forge green
+ ```
+pytest-testmon (π₯27 Β· β 750) - Selects tests affected by changed files. Executes the right.. MIT
- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 24 Β· π 50 Β· π¦ 1.2K Β· π 150 - 16% open Β· β±οΈ 23.11.2023):
@@ -2140,7 +2398,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/tarpas/pytest-testmon
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 140K / month):
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 130K / month):
```
pip install pytest-testmon
```
@@ -2149,22 +2407,6 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge pytest-testmon
```
pytest-randomly (π₯27 Β· β 560) - Pytest plugin to randomly order tests and control random.seed. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 20 Β· π 28 Β· π¦ 7.7K Β· π 60 - 10% open Β· β±οΈ 31.12.2023):
-
- ```
- git clone https://github.com/pytest-dev/pytest-randomly
- ```
-- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 1.1M / month):
- ```
- pip install pytest-randomly
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 170K Β· β±οΈ 15.08.2023):
- ```
- conda install -c conda-forge pytest-randomly
- ```
-Mamba Test Runner (π₯26 Β· β 510) - The definitive testing tool for Python. Born under the banner.. MIT
- [GitHub](https://github.com/nestorsalceda/mamba) (π¨βπ» 23 Β· π 64 Β· π¦ 900 Β· π 80 - 35% open Β· β±οΈ 09.11.2023):
@@ -2172,35 +2414,19 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/nestorsalceda/mamba
```
-- [PyPi](https://pypi.org/project/mamba) (π₯ 4.6K / month):
+- [PyPi](https://pypi.org/project/mamba) (π₯ 4.5K / month):
```
pip install mamba
```
factory_boy (π₯25 Β· β 3.3K) - A test fixtures replacement for Python. MIT
-
-- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 130 Β· π 370 Β· π 560 - 29% open Β· β±οΈ 21.12.2023):
-
- ```
- git clone https://github.com/FactoryBoy/factory_boy
- ```
-- [PyPi](https://pypi.org/project/factory_boy) (π₯ 2.8M / month):
- ```
- 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-mypy (π₯25 Β· β 230 Β· π€) - Mypy static type checker plugin for Pytest. MIT
-- [GitHub](https://github.com/realpython/pytest-mypy) (π¨βπ» 16 Β· π 33 Β· π¦ 3.8K Β· π 63 - 15% open Β· β±οΈ 08.05.2023):
+- [GitHub](https://github.com/realpython/pytest-mypy) (π¨βπ» 16 Β· π 33 Β· π¦ 3.9K Β· π 63 - 15% open Β· β±οΈ 08.05.2023):
```
git clone https://github.com/dbader/pytest-mypy
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 210K / month):
+- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 210K / month Β· π¦ 500 Β· β±οΈ 18.12.2022):
```
pip install pytest-mypy
```
@@ -2209,20 +2435,32 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge pytest-mypy
```
green (π₯23 Β· β 780) - Green is a clean, colorful, fast python test runner. MIT
+pytest-datadir (π₯24 Β· β 220) - pytest plugin for manipulating test data directories and.. MIT
-- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 39 Β· π 74 Β· π 180 - 4% open Β· β±οΈ 05.12.2023):
+- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 11 Β· π 22 Β· π₯ 2 Β· π¦ 1.6K Β· π 20 - 30% open Β· β±οΈ 13.11.2023):
```
- git clone https://github.com/CleanCut/green
+ git clone https://github.com/gabrielcnr/pytest-datadir
```
-- [PyPi](https://pypi.org/project/green) (π₯ 16K / month):
+- [PyPi](https://pypi.org/project/pytest-datadir) (π₯ 270K / month Β· π¦ 130 Β· β±οΈ 03.10.2023):
```
- pip install green
+ pip install pytest-datadir
```
-- [Conda](https://anaconda.org/conda-forge/green) (π₯ 130K Β· β±οΈ 28.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (π₯ 240K Β· β±οΈ 03.10.2023):
```
- conda install -c conda-forge green
+ conda install -c conda-forge pytest-datadir
+ ```
+pytest-docker (π₯23 Β· β 370) - Docker-based integration tests. MIT
+
+- [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/avast/pytest-docker
+ ```
+- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 120K / month Β· π¦ 59 Β· β±οΈ 01.09.2023):
+ ```
+ pip install pytest-docker
```
xdoctest (π₯21 Β· β 200) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
@@ -2232,7 +2470,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 180K / month):
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 200K / month):
```
pip install xdoctest
```
@@ -2241,35 +2479,18 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge xdoctest
```
pytest-docker (π₯20 Β· β 370) - Docker-based integration tests. MIT
+Show 10 hidden projects...
-- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 18 Β· π 60 Β· π₯ 130 Β· π 44 - 22% open Β· β±οΈ 01.09.2023):
-
- ```
- git clone https://github.com/avast/pytest-docker
- ```
-- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 130K / month):
- ```
- pip install pytest-docker
- ```
-Show 15 hidden projects...
-
-- hypothesis (π₯38 Β· β 7.1K) - Hypothesis is a powerful, flexible, and easy to use library.. βUnlicensed
- nose (π₯34 Β· β 1.4K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
-- pytest-html (π₯33 Β· β 630) - Plugin for generating HTML reports for pytest results. βUnlicensed βUnlicensed
- PyHamcrest (π₯28 Β· β 730) - Hamcrest matchers for Python. βUnlicensed
-- pytest-sugar (π₯27 Β· β 1.2K) - a plugin for py.test that changes the default look.. βUnlicensed MIT
-- pytest-lazy-fixture (π₯24 Β· β 360 Β· π) - It helps to use fixtures in pytest.mark.parametrize. MIT MIT MIT
+- pytest-watch (π₯25 Β· β 720 Β· π) - Local continuous test runner with pytest and watchdog. MIT MIT
+- pytest-lazy-fixture (π₯23 Β· β 360 Β· π) - It helps to use fixtures in pytest.mark.parametrize. MIT BSD-2
-- pytest-datadir (π₯21 Β· β 220) - pytest plugin for manipulating test data directories.. βUnlicensed MIT
- assertpy (π₯19 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₯11 Β· β 67 Β· π) - pytest plugin that let you automate actions and.. Apache-2 Apache-2
@@ -2281,28 +2502,28 @@ This curated list contains 270 awesome open-source projects with a total of 900K
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 2K Β· π₯ 740K Β· π¦ 53K Β· π 5.1K - 5% open Β· β±οΈ 01.01.2024):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 460 Β· π 2K Β· π₯ 740K Β· π¦ 53K Β· π 5.2K - 5% open Β· β±οΈ 07.01.2024):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 1.7M / month Β· π¦ 400 Β· β±οΈ 10.12.2023):
+- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 1.7M / month Β· π¦ 420 Β· β±οΈ 10.12.2023):
```
pip install pyinstaller
```
-- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 520K Β· β±οΈ 11.12.2023):
+- [Conda](https://anaconda.org/conda-forge/pyinstaller) (π₯ 520K Β· β±οΈ 09.01.2024):
```
conda install -c conda-forge pyinstaller
```
Nuitka (π₯37 Β· β 10K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
+Nuitka (π₯39 Β· β 10K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
-- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 160 Β· π 550 Β· π¦ 1.7K Β· π 2.1K - 7% open Β· β±οΈ 31.12.2023):
+- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 170 Β· π 560 Β· π¦ 1.7K Β· π 2.1K - 7% open Β· β±οΈ 07.01.2024):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 84K / month):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 85K / month Β· π¦ 65 Β· β±οΈ 07.01.2024):
```
pip install nuitka
```
@@ -2311,38 +2532,54 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge nuitka
```
pex (π₯32 Β· β 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
+packaging (π₯38 Β· β 560) - Core utilities for Python packages. Apache-2
-- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 120 Β· π 250 Β· π₯ 3.8M Β· π 1.1K - 14% open Β· β±οΈ 24.12.2023):
+- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 100 Β· π 240 Β· π₯ 750 Β· π¦ 1M Β· π 350 - 20% open Β· β±οΈ 08.01.2024):
```
- git clone https://github.com/pantsbuild/pex
+ git clone https://github.com/pypa/packaging
```
-- [PyPi](https://pypi.org/project/pex) (π₯ 1.3M / month Β· π¦ 140 Β· β±οΈ 24.12.2023):
+- [PyPi](https://pypi.org/project/packaging) (π₯ 230M / month Β· π¦ 20K Β· β±οΈ 01.10.2023):
```
- pip install pex
+ pip install packaging
+ ```
+- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 42M Β· β±οΈ 01.10.2023):
+ ```
+ conda install -c conda-forge packaging
```
briefcase (π₯32 Β· β 2.2K) - Tools to support converting a Python project into a standalone.. BSD-3
+briefcase (π₯33 Β· β 2.2K) - Tools to support converting a Python project into a standalone.. BSD-3
-- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 140 Β· π 300 Β· π₯ 230 Β· π¦ 500 Β· π 680 - 17% open Β· β±οΈ 01.01.2024):
+- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 140 Β· π 300 Β· π₯ 230 Β· π¦ 510 Β· π 680 - 17% open Β· β±οΈ 11.01.2024):
```
git clone https://github.com/beeware/briefcase
```
-- [PyPi](https://pypi.org/project/briefcase) (π₯ 7.2K / month Β· π¦ 19 Β· β±οΈ 20.10.2023):
+- [PyPi](https://pypi.org/project/briefcase) (π₯ 8.5K / month):
```
pip install briefcase
```
cx_Freeze (π₯32 Β· β 1.2K Β· π) - Create standalone executables from Python scripts, with the.. Python-2.0
+pex (π₯32 Β· β 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 110 Β· π 210 Β· π 900 - 5% open Β· β±οΈ 02.01.2024):
+- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 120 Β· π 250 Β· π₯ 3.9M Β· π 1.1K - 14% open Β· β±οΈ 10.01.2024):
+
+ ```
+ git clone https://github.com/pantsbuild/pex
+ ```
+- [PyPi](https://pypi.org/project/pex) (π₯ 1.4M / month Β· π¦ 140 Β· β±οΈ 05.01.2024):
+ ```
+ pip install pex
+ ```
+cx_Freeze (π₯32 Β· β 1.2K) - Create standalone executables from Python scripts, with the.. Python-2.0
+
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 110 Β· π 210 Β· π 900 - 5% open Β· β±οΈ 11.01.2024):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
-- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 110K / month Β· π¦ 53 Β· β±οΈ 18.12.2023):
+- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 100K / month Β· π¦ 53 Β· β±οΈ 18.12.2023):
```
pip install cx_freeze
```
@@ -2351,30 +2588,18 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge cx_freeze
```
PyOxidizer (π₯27 Β· β 5K Β· π€) - A modern Python application packaging and distribution tool. MPL-2.0
+PyOxidizer (π₯28 Β· β 5K Β· π€) - A modern Python application packaging and distribution tool. MPL-2.0
-- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 54 Β· π 210 Β· π₯ 13K Β· π¦ 150 Β· π 550 - 56% open Β· β±οΈ 21.01.2023):
+- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 54 Β· π 210 Β· π₯ 13K Β· π¦ 150 Β· π 560 - 57% open Β· β±οΈ 21.01.2023):
```
git clone https://github.com/indygreg/PyOxidizer
```
-- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 11K / month):
+- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 8.8K / month Β· π¦ 2 Β· β±οΈ 02.01.2023):
```
pip install pyoxidizer
```
py2app (π₯27 Β· β 290 Β· π€) - py2app is a Python setuptools command which will allow you to make.. MIT
-
-- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 31 Β· π 32 Β· π¦ 4.6K Β· π 480 - 36% open Β· β±οΈ 16.04.2023):
-
- ```
- git clone https://github.com/ronaldoussoren/py2app
- ```
-- [PyPi](https://pypi.org/project/py2app) (π₯ 19K / month Β· π¦ 830 Β· β±οΈ 05.06.2023):
- ```
- pip install py2app
- ```
-shiv (π₯25 Β· β 1.7K) - 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 89 Β· π₯ 650 Β· π 120 - 35% open Β· β±οΈ 07.09.2023):
@@ -2382,26 +2607,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (π₯ 21K / month Β· π¦ 13 Β· β±οΈ 07.09.2023):
+- [PyPi](https://pypi.org/project/shiv) (π₯ 19K / month Β· π¦ 13 Β· β±οΈ 07.09.2023):
```
pip install shiv
```
py2exe (π₯24 Β· β 700) - Create standalone Windows programs from Python code. MIT
+constructor (π₯25 Β· β 430) - tool for creating installers from conda packages. BSD-3
-- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 20 Β· π 86 Β· π₯ 16K Β· π¦ 1.9K Β· π 160 - 8% open Β· β±οΈ 08.10.2023):
-
- ```
- git clone https://github.com/py2exe/py2exe
- ```
-- [PyPi](https://pypi.org/project/py2exe) (π₯ 16K / month Β· π¦ 180 Β· β±οΈ 07.10.2023):
- ```
- pip install py2exe
- ```
-constructor (π₯24 Β· β 430) - tool for creating installers from conda packages. BSD-3
-
-- [GitHub](https://github.com/conda/constructor) (π¨βπ» 70 Β· π 160 Β· π₯ 280 Β· π¦ 17 Β· π 330 - 9% open Β· β±οΈ 19.12.2023):
+- [GitHub](https://github.com/conda/constructor) (π¨βπ» 70 Β· π 160 Β· π₯ 280 Β· π¦ 17 Β· π 330 - 9% open Β· β±οΈ 11.01.2024):
```
git clone https://github.com/conda/constructor
@@ -2418,17 +2631,18 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/facebookincubator/xar
```
-- [PyPi](https://pypi.org/project/xar) (π₯ 240 / month Β· β±οΈ 02.12.2020):
+- [PyPi](https://pypi.org/project/xar) (π₯ 220 / month Β· β±οΈ 02.12.2020):
```
pip install xar
```
Show 4 hidden projects...
+Show 5 hidden projects...
-- packaging (π₯36 Β· β 550) - Core utilities for Python packages. βUnlicensed
+- py2app (π₯25 Β· β 290 Β· π€) - py2app is a Python setuptools command which will allow you to.. βUnlicensed
- pynsist (π₯23 Β· β 860 Β· π) - Build Windows installers for Python applications. MIT
+- py2exe (π₯22 Β· β 700) - Create standalone Windows programs from Python code. βUnlicensed
- subpar (π₯13 Β· β 560 Β· π) - Subpar is a utility for creating self-contained python.. Apache-2
-- pyship (π₯11 Β· β 36 Β· π€) - pyship - ship Python desktop apps to end users. MIT
+- pyship (π₯11 Β· β 37 Β· π€) - pyship - ship Python desktop apps to end users. MIT
@@ -2438,7 +2652,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
setuptools (π₯45 Β· β 2.2K) - Official project repository for the Setuptools build system. MIT
-- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 590 Β· π 1K Β· π¦ 450K Β· π 2.4K - 23% open Β· β±οΈ 26.12.2023):
+- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 590 Β· π 1K Β· π¦ 450K Β· π 2.4K - 23% open Β· β±οΈ 11.01.2024):
```
git clone https://github.com/pypa/setuptools
@@ -2447,14 +2661,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
pip install setuptools
```
-- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 99M Β· β±οΈ 02.01.2024):
+- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 100M Β· β±οΈ 02.01.2024):
```
conda install -c conda-forge setuptools
```
twine (π₯37 Β· β 1.5K) - Utilities for interacting with PyPI. Apache-2
-- [GitHub](https://github.com/pypa/twine) (π¨βπ» 120 Β· π 300 Β· π¦ 99K Β· π 480 - 10% open Β· β±οΈ 23.12.2023):
+- [GitHub](https://github.com/pypa/twine) (π¨βπ» 120 Β· π 300 Β· π¦ 99K Β· π 480 - 10% open Β· β±οΈ 06.01.2024):
```
git clone https://github.com/pypa/twine
@@ -2463,39 +2677,39 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
pip install twine
```
-- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 900K Β· β±οΈ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 910K Β· β±οΈ 16.06.2023):
```
conda install -c conda-forge twine
```
wheel (π₯37 Β· β 460) - The official binary distribution format for Python. MIT
+wheel (π₯37 Β· β 470) - The official binary distribution format for Python. MIT
-- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 78 Β· π 130 Β· π¦ 240K Β· π 380 - 10% open Β· β±οΈ 26.12.2023):
+- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 78 Β· π 140 Β· π¦ 250K Β· π 380 - 11% open Β· β±οΈ 09.01.2024):
```
git clone https://github.com/pypa/wheel
```
-- [PyPi](https://pypi.org/project/wheel) (π₯ 250M / month):
+- [PyPi](https://pypi.org/project/wheel) (π₯ 260M / month Β· π¦ 37K Β· β±οΈ 26.11.2023):
```
pip install wheel
```
-- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 83M Β· β±οΈ 26.11.2023):
+- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 84M Β· β±οΈ 26.11.2023):
```
conda install -c conda-forge wheel
```
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» 860 Β· π 1.5K Β· π₯ 36K Β· π¦ 340 Β· π 1.6K - 43% open Β· β±οΈ 02.01.2024):
+- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 860 Β· π 1.7K Β· π₯ 36K Β· π¦ 340 Β· π 1.6K - 44% open Β· β±οΈ 09.01.2024):
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (π₯ 20K / month):
+- [PyPi](https://pypi.org/project/buildbot) (π₯ 19K / month Β· π¦ 460 Β· β±οΈ 26.12.2023):
```
pip install buildbot
```
-- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 91K Β· β±οΈ 26.12.2023):
+- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 92K Β· β±οΈ 26.12.2023):
```
conda install -c conda-forge buildbot
```
@@ -2507,7 +2721,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/pyinvoke/invoke
```
-- [PyPi](https://pypi.org/project/invoke) (π₯ 5.8M / month Β· π¦ 2.8K Β· β±οΈ 12.07.2023):
+- [PyPi](https://pypi.org/project/invoke) (π₯ 5.7M / month Β· π¦ 2.8K Β· β±οΈ 12.07.2023):
```
pip install invoke
```
@@ -2518,7 +2732,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
scons (π₯35 Β· β 1.9K) - SCons - a software construction tool. MIT
-- [GitHub](https://github.com/SCons/scons) (π¨βπ» 160 Β· π 290 Β· π₯ 1.4K Β· π 3.4K - 19% open Β· β±οΈ 03.01.2024):
+- [GitHub](https://github.com/SCons/scons) (π¨βπ» 160 Β· π 290 Β· π₯ 1.4K Β· π 3.4K - 19% open Β· β±οΈ 07.01.2024):
```
git clone https://github.com/SCons/scons
@@ -2527,19 +2741,19 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
pip install scons
```
-- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 520K Β· β±οΈ 02.01.2024):
+- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 530K Β· β±οΈ 02.01.2024):
```
conda install -c conda-forge scons
```
flit (π₯31 Β· β 2.1K) - Simplified packaging of Python modules. BSD-3
+flit (π₯30 Β· β 2.1K) - Simplified packaging of Python modules. BSD-3
- [GitHub](https://github.com/pypa/flit) (π¨βπ» 70 Β· π 120 Β· π¦ 1.7K Β· π 410 - 32% open Β· β±οΈ 09.12.2023):
```
git clone https://github.com/pypa/flit
```
-- [PyPi](https://pypi.org/project/flit) (π₯ 240K / month Β· π¦ 510 Β· β±οΈ 14.05.2023):
+- [PyPi](https://pypi.org/project/flit) (π₯ 250K / month Β· π¦ 510 Β· β±οΈ 14.05.2023):
```
pip install flit
```
@@ -2548,14 +2762,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge flit
```
doit (π₯29 Β· β 1.7K Β· π€) - task management & automation tool. MIT
+doit (π₯30 Β· β 1.7K Β· π€) - task management & automation tool. MIT
-- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 65 Β· π 170 Β· π¦ 1.7K Β· π 300 - 27% open Β· β±οΈ 16.01.2023):
+- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 65 Β· π 170 Β· π¦ 1.7K Β· π 300 - 28% open Β· β±οΈ 16.01.2023):
```
git clone https://github.com/pydoit/doit
```
-- [PyPi](https://pypi.org/project/doit) (π₯ 440K / month):
+- [PyPi](https://pypi.org/project/doit) (π₯ 440K / month Β· π¦ 300 Β· β±οΈ 22.04.2022):
```
pip install doit
```
@@ -2564,14 +2778,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge doit
```
setuptools_scm (π₯29 Β· β 780) - the blessed package to manage your versions by scm tags. MIT
+setuptools_scm (π₯30 Β· β 790) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 130 Β· π 200 Β· π 540 - 15% open Β· β±οΈ 11.12.2023):
+- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 130 Β· π 200 Β· π 540 - 14% open Β· β±οΈ 08.01.2024):
```
git clone https://github.com/pypa/setuptools_scm
```
-- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 21M / month):
+- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 20M / month):
```
pip install setuptools_scm
```
@@ -2580,6 +2794,22 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge setuptools_scm
```
paver (π₯26 Β· β 460 Β· π€) - 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):
+
+ ```
+ git clone https://github.com/paver/paver
+ ```
+- [PyPi](https://pypi.org/project/paver) (π₯ 60K / month Β· π¦ 960 Β· β±οΈ 31.12.2017):
+ ```
+ pip install paver
+ ```
+- [Conda](https://anaconda.org/conda-forge/paver) (π₯ 28K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge paver
+ ```
+pybuilder (π₯24 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 - 17% open Β· β±οΈ 10.07.2023):
@@ -2587,7 +2817,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (π₯ 22K / month):
+- [PyPi](https://pypi.org/project/pybuilder) (π₯ 21K / month):
```
pip install pybuilder
```
@@ -2603,16 +2833,15 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 98 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 140 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
```
pip install universal-build
```
Show 3 hidden projects...
+Show 2 hidden projects...
-- buildout (π₯21 Β· β 570 Β· π) - Buildout is a deployment automation tool written in and.. βUnlicensed
-- paver (π₯16 Β· β 460 Β· π€) - Python-based project scripting. βUnlicensed
-- pynt (π₯16 Β· β 160 Β· π) - A pynt of Python build. MIT
+- buildout (π₯28 Β· β 570 Β· π) - Buildout is a deployment automation tool written in and.. βοΈZPL-2.1
+- pynt (π₯18 Β· β 160 Β· π) - A pynt of Python build. MIT
@@ -2620,14 +2849,14 @@ This curated list contains 270 awesome open-source projects with a total of 900K
-psutil (π₯43 Β· β 9.7K) - Cross-platform lib for process and system monitoring in Python. BSD-3
+psutil (π₯46 Β· β 9.7K) - 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¦ 420K Β· π 1.7K - 15% open Β· β±οΈ 04.01.2024):
+- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 200 Β· π 1.4K Β· π¦ 420K Β· π 1.7K - 16% open Β· β±οΈ 07.01.2024):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 76M / month):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 76M / month Β· π¦ 18K Β· β±οΈ 17.12.2023):
```
pip install psutil
```
@@ -2636,14 +2865,30 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge psutil
```
Glances (π₯35 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₯ 1.6K Β· π¦ 780 Β· π 1.7K - 13% open Β· β±οΈ 07.01.2024):
+
+ ```
+ git clone https://github.com/nicolargo/glances
+ ```
+- [PyPi](https://pypi.org/project/glances) (π₯ 190K / month Β· π¦ 52 Β· β±οΈ 20.05.2023):
+ ```
+ pip install glances
+ ```
+- [Conda](https://anaconda.org/conda-forge/glances) (π₯ 210K Β· β±οΈ 05.06.2023):
+ ```
+ conda install -c conda-forge glances
+ ```
+py-spy (π₯33 Β· β 11K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 37 Β· π 370 Β· π₯ 15K Β· π¦ 3.4K Β· π 330 - 42% open Β· β±οΈ 16.12.2023):
+- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 37 Β· π 380 Β· π₯ 15K Β· π¦ 3.5K Β· π 330 - 42% open Β· β±οΈ 16.12.2023):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 2.4M / month):
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 2.2M / month Β· π¦ 50 Β· β±οΈ 07.09.2022):
```
pip install py-spy
```
@@ -2651,23 +2896,23 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
conda install -c conda-forge py-spy
```
-- [Cargo](https://crates.io/crates/py-spy) (π₯ 300 / month):
+- [Cargo](https://crates.io/crates/py-spy) (π₯ 310 / month Β· π¦ 1 Β· β±οΈ 07.09.2022):
```
cargo install py-spy
```
memray (π₯32 Β· β 12K) - Memray is a memory profiler for Python. Apache-2
-- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 42 Β· π 380 Β· π¦ 280 Β· π 140 - 11% open Β· β±οΈ 18.12.2023):
+- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 42 Β· π 380 Β· π¦ 280 Β· π 140 - 11% open Β· β±οΈ 09.01.2024):
```
git clone https://github.com/bloomberg/memray
```
-- [PyPi](https://pypi.org/project/memray) (π₯ 340K / month Β· π¦ 17 Β· β±οΈ 04.12.2023):
+- [PyPi](https://pypi.org/project/memray) (π₯ 300K / month Β· π¦ 19 Β· β±οΈ 04.12.2023):
```
pip install memray
```
-- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 86K Β· β±οΈ 05.10.2023):
+- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 87K Β· β±οΈ 05.10.2023):
```
conda install -c conda-forge memray
```
@@ -2679,19 +2924,19 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (π₯ 18K / month Β· π¦ 6 Β· β±οΈ 15.09.2023):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 19K / month Β· π¦ 6 Β· β±οΈ 15.09.2023):
```
pip install scalene
```
pyinstrument (π₯32 Β· β 5.8K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
-- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 55 Β· π 230 Β· π¦ 1.9K Β· π 140 - 15% open Β· β±οΈ 26.11.2023):
+- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 55 Β· π 230 Β· π¦ 1.9K Β· π 140 - 15% open Β· β±οΈ 06.01.2024):
```
git clone https://github.com/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 610K / month Β· π¦ 130 Β· β±οΈ 08.11.2023):
+- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 600K / month Β· π¦ 130 Β· β±οΈ 08.11.2023):
```
pip install pyinstrument
```
@@ -2716,6 +2961,34 @@ This curated list contains 270 awesome open-source projects with a total of 900K
conda install -c conda-forge yappi
```
Diamond (π₯28 Β· β 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT
+
+- [GitHub](https://github.com/python-diamond/Diamond) (π¨βπ» 390 Β· π 600 Β· π¦ 160 Β· π 300 - 44% open Β· β±οΈ 01.11.2023):
+
+ ```
+ git clone https://github.com/python-diamond/Diamond
+ ```
+- [PyPi](https://pypi.org/project/diamond) (π₯ 5.2K / month Β· π¦ 34 Β· β±οΈ 25.11.2016):
+ ```
+ pip install diamond
+ ```
+memory-profiler (π₯27 Β· β 4.1K Β· π) - 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 23.10.2023):
+
+ ```
+ git clone https://github.com/pythonprofilers/memory_profiler
+ ```
+- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 890K / month Β· π¦ 260 Β· β±οΈ 15.11.2022):
+ ```
+ pip install memory_profiler
+ ```
+- [Conda](https://anaconda.org/conda-forge/memory_profiler) (π₯ 390K Β· β±οΈ 16.06.2023):
+ ```
+ conda install -c conda-forge memory_profiler
+ ```
+line_profiler (π₯27 Β· β 2.3K) - Line-by-line profiling for Python. BSD-3
- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 43 Β· π 110 Β· π 93 - 44% open Β· β±οΈ 05.12.2023):
@@ -2723,37 +2996,23 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/line_profiler) (π₯ 330K / month Β· π¦ 100 Β· β±οΈ 03.11.2023):
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 340K / month Β· π¦ 100 Β· β±οΈ 03.11.2023):
```
pip install line_profiler
```
-- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 450K Β· β±οΈ 27.09.2023):
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 460K Β· β±οΈ 27.09.2023):
```
conda install -c conda-forge line_profiler
```
Diamond (π₯25 Β· β 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT
+Show 8 hidden projects...
-- [GitHub](https://github.com/python-diamond/Diamond) (π¨βπ» 390 Β· π 570 Β· π¦ 160 Β· π 240 - 27% open Β· β±οΈ 01.11.2023):
-
- ```
- git clone https://github.com/python-diamond/Diamond
- ```
-- [PyPi](https://pypi.org/project/diamond) (π₯ 5.7K / month):
- ```
- pip install diamond
- ```
-Show 10 hidden projects...
-
-- Glances (π₯34 Β· β 24K) - Glances an Eye on your system. A top/htop alternative for.. βUnlicensed
- Bpytop (π₯27 Β· β 9.7K Β· π) - Linux/OSX/FreeBSD resource monitor. Apache-2
+- pympler (π₯27 Β· β 1.1K Β· π) - Development tool to measure, monitor and analyze the memory.. Apache-2
- vprof (π₯22 Β· β 3.9K Β· π) - Visual profiler for Python. BSD-2
-- pympler (π₯22 Β· β 1.1K Β· π) - Development tool to measure, monitor and analyze the memory.. Apache-2
- Profiling (π₯21 Β· β 3K Β· π) - Was an interactive continuous Python profiler. BSD-3
-- memory-profiler (π₯20 Β· β 4.1K Β· π) - Monitor Memory usage of Python code. βUnlicensed
-- heartrate (π₯18 Β· β 1.7K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
-- pyheat (π₯16 Β· β 770 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
+- heartrate (π₯19 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
- memory_profiler (π₯15 Β· β 86 Β· π) - Monitor Memory usage of Python code. βUnlicensed
- livepython (π₯13 Β· β 2.5K Β· π) - Visually trace Python code in real-time. MIT
astor (π₯29 Β· β 750) - Python AST read/write. BSD-3
+astor (π₯29 Β· β 760) - Python AST read/write. 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):
@@ -2781,7 +3040,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
executing (π₯29 Β· β 290) - Get information about what a Python frame is currently doing,.. MIT
-- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 10 Β· π 29 Β· π¦ 140K Β· π 36 - 30% open Β· β±οΈ 06.11.2023):
+- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 10 Β· π 29 Β· π¦ 140K Β· π 40 - 37% open Β· β±οΈ 06.11.2023):
```
git clone https://github.com/alexmojaki/executing
@@ -2802,7 +3061,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/python/typed_ast
```
-- [PyPi](https://pypi.org/project/typed_ast) (π₯ 6.3M / month Β· π¦ 5.6K Β· β±οΈ 04.07.2023):
+- [PyPi](https://pypi.org/project/typed_ast) (π₯ 6.2M / month Β· π¦ 5.6K Β· β±οΈ 04.07.2023):
```
pip install typed_ast
```
@@ -2834,7 +3093,7 @@ This curated list contains 270 awesome open-source projects with a total of 900K
```
git clone https://github.com/newville/asteval
```
-- [PyPi](https://pypi.org/project/asteval) (π₯ 250K / month Β· π¦ 180 Β· β±οΈ 16.07.2023):
+- [PyPi](https://pypi.org/project/asteval) (π₯ 260K / month Β· π¦ 180 Β· β±οΈ 16.07.2023):
```
pip install asteval
```
@@ -2855,12 +3114,12 @@ This curated list contains 270 awesome open-source projects with a total of 900K
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» 160 Β· π 700 Β· π₯ 850K Β· π¦ 170K Β· π 1.9K - 0% open Β· β±οΈ 26.12.2023):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 160 Β· π 780 Β· π₯ 870K Β· π¦ 170K Β· π 1.9K - 1% open Β· β±οΈ 08.01.2024):
```
git clone https://github.com/pre-commit/pre-commit
```
-- [PyPi](https://pypi.org/project/pre-commit) (π₯ 14M / month):
+- [PyPi](https://pypi.org/project/pre-commit) (π₯ 13M / month Β· π¦ 6.8K Β· β±οΈ 09.12.2023):
```
pip install pre-commit
```
diff --git a/history/2024-01-11_changes.md b/history/2024-01-11_changes.md
new file mode 100644
index 0000000..4572008
--- /dev/null
+++ b/history/2024-01-11_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₯36 Β· β 4.9K Β· π) - Simple Python style checker in one Python file. MIT
+- buildout (π₯28 Β· β 570 Β· π) - Buildout is a deployment automation tool written in and.. βοΈZPL-2.1
+- hacking (π₯28 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 BSD-3
+- paver (π₯26 Β· β 460 Β· π€) - Python-based project scripting. 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._
+
+- breathe (π₯27 Β· β 710 Β· π) - ReStructuredText and Sphinx bridge to Doxygen. βUnlicensed
+- py2app (π₯25 Β· β 290 Β· π€) - py2app is a Python setuptools command which will allow you to.. βUnlicensed
+- interrogate (π₯24 Β· β 520 Β· π) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
+- sphinx-bootstrap-theme (π₯20 Β· β 590 Β· π) - Sphinx Bootstrap Theme. MIT MIT
+
diff --git a/history/2024-01-11_projects.csv b/history/2024-01-11_projects.csv
new file mode 100644
index 0000000..5ec6fa5
--- /dev/null
+++ b/history/2024-01-11_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,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,updated_github_id,open_issue_count,pypi_id,conda_id,labels,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,github_release_downloads,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,trending,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_dependent_project_count,cargo_monthly_downloads,cargo_total_downloads,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 13:09:27.000,2024-01-04 16:59:33.000,2024-01-04 16:59:32,297.0,24.0,157.0,51.0,177.0,3.0,2098.0,2024-01-04 16:59:39.000,2024.01.04,100.0,14.0,0,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 07:48:22.000,2024-01-05 23:20:37.000,2024-01-05 23:20:36,247.0,32.0,35.0,12.0,163.0,13.0,630.0,2023-06-29 18:48:34.000,2023.06.29,68.0,23.0,0,True,mkdocs/catalog,5.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+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 20:28:27.000,2024-01-11 11:13:30.000,2024-01-11 11:13:30,15539.0,180.0,2472.0,192.0,5434.0,4742.0,10981.0,2023-12-31 12:09:47.000,7.4.4,167.0,932.0,47,True,,865.0,pytest,conda-forge/pytest,['pytest'],1145722.0,1123855.0,https://pypi.org/project/pytest,2024-01-02 08:46:20.000,21867.0,77215679.0,77828730.0,https://anaconda.org/conda-forge/pytest,2023-12-31 15:09:15.693,23909015.0,1.0,,,,,,,,,,,,,,,,,,,
+5,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2024-01-11 13:13:09.000,2024-01-09 17:10:21,14229.0,58.0,3078.0,317.0,5360.0,6078.0,9097.0,2023-12-17 13:05:02.000,23.3.2,137.0,758.0,47,True,,1102.0,pip,conda-forge/pip,,178612.0,167370.0,https://pypi.org/project/pip,2023-12-17 13:05:02.000,11242.0,213044254.0,215300936.0,https://anaconda.org/conda-forge/pip,2023-12-17 14:07:53.848,99294049.0,1.0,,,,,,,,,,,,,,,,,,,
+6,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2024-01-08 17:27:43.000,2024-01-02 04:14:57,1777.0,97.0,2357.0,226.0,1636.0,2122.0,35806.0,2023-12-22 23:06:14.000,23.12.1,55.0,429.0,46,True,,386.0,black,conda-forge/black,,467675.0,453680.0,https://pypi.org/project/black,2023-12-22 23:06:14.000,13995.0,25651667.0,25868784.0,https://anaconda.org/conda-forge/black,2023-12-23 07:58:09.823,9080505.0,1.0,53115.0,,,,,,,,,,,,,,,,,,
+7,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 14:01:48.000,2024-01-07 14:06:28.000,2024-01-07 11:19:40,6018.0,47.0,1408.0,236.0,665.0,1416.0,9740.0,2023-12-17 11:25:25.000,5.9.7,92.0,202.0,46,True,,290.0,psutil,conda-forge/psutil,,437948.0,420077.0,https://pypi.org/project/psutil,2023-12-17 11:25:25.000,17871.0,76019670.0,76683293.0,https://anaconda.org/conda-forge/psutil,2023-12-17 17:25:17.736,27872171.0,1.0,,,,,,,,,,,,,,,,,,,
+8,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2024-01-08 12:08:32.000,2023-12-15 23:43:03,8699.0,81.0,1928.0,358.0,1849.0,3921.0,24365.0,2023-11-15 23:32:56.000,2023.11.15,383.0,494.0,45,True,,200.0,pipenv,conda-forge/pipenv,,128003.0,126742.0,https://pypi.org/project/pipenv,2023-11-15 23:32:56.000,1261.0,9794084.0,9797251.0,https://anaconda.org/conda-forge/pipenv,2023-11-16 13:48:37.531,139376.0,1.0,,,,,,,,,,,,,,,,,,,
+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 13:30:23.000,2024-01-11 13:30:27.000,2024-01-08 09:08:32,11681.0,137.0,2756.0,235.0,6786.0,7471.0,17017.0,2023-12-21 16:28:31.000,1.8.0,113.0,688.0,45,True,,2595.0,mypy,conda-forge/mypy,,231263.0,221184.0,https://pypi.org/project/mypy,2023-12-21 16:28:31.000,10079.0,16970198.0,17055247.0,https://anaconda.org/conda-forge/mypy,2023-12-21 19:13:37.556,3657130.0,1.0,,,,,,,,,,,,,,,,,,,
+10,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 14:02:33.000,2024-01-11 07:53:34.000,2024-01-11 07:53:30,14369.0,188.0,1044.0,93.0,1487.0,1832.0,2224.0,2023-12-23 15:09:27.000,69.0.3,556.0,587.0,45,True,,572.0,setuptools,conda-forge/setuptools,,487714.0,448163.0,https://pypi.org/project/setuptools,2023-12-23 15:09:09.000,39551.0,297685758.0,299952260.0,https://anaconda.org/conda-forge/setuptools,2024-01-02 19:48:28.599,99726119.0,1.0,,,,,,,,,,,,,,,,,,,
+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 10:53:28.000,2024-01-10 11:04:02.000,2024-01-10 01:01:47,20544.0,97.0,1977.0,148.0,5120.0,5549.0,5854.0,2023-09-13 23:13:23.000,7.2.6,198.0,795.0,44,True,,1207.0,sphinx,conda-forge/sphinx,['sphinx'],415937.0,352061.0,https://pypi.org/project/sphinx,2023-09-13 23:13:23.000,63876.0,10921505.0,11117765.0,https://anaconda.org/conda-forge/sphinx,2023-09-13 23:26:46.261,8635476.0,1.0,,,,,,,,,,,,,,,,,,,
+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 15:28:09.000,2024-01-11 14:11:33.000,2023-11-15 16:31:56,3870.0,21.0,1614.0,543.0,1063.0,1062.0,46035.0,2023-11-15 16:33:44.000,13.7.0,108.0,235.0,43,True,,159.0,rich,conda-forge/rich,,156947.0,156947.0,https://pypi.org/project/rich,,,33539011.0,33680291.0,https://anaconda.org/conda-forge/rich,2023-11-16 18:47:06.251,5933766.0,1.0,,,,,,,,,,,,,,,,,,,
+13,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 22:08:03.000,2024-01-11 13:33:04.000,2024-01-10 23:41:22,16675.0,128.0,1432.0,197.0,4033.0,8723.0,5922.0,2023-12-01 04:46:19.000,23.11.0,100.0,448.0,43,True,,736.0,conda,conda-forge/conda,,46167.0,45071.0,https://pypi.org/project/conda,2017-04-22 23:43:59.218,1096.0,106466.0,1212674.0,https://anaconda.org/conda-forge/conda,2023-12-04 23:31:22.998,48673185.0,1.0,,,,,,,,,,,,,,,,,,,
+14,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 13:13:14.000,2023-12-28 20:38:16.000,2023-08-10 10:52:15,1964.0,,1278.0,207.0,540.0,577.0,26829.0,2023-08-10 11:59:02.000,4.66.1,108.0,112.0,42,True,,377.0,tqdm,conda-forge/tqdm,,625356.0,625356.0,https://pypi.org/project/tqdm,,,75302258.0,75869904.0,https://anaconda.org/conda-forge/tqdm,2023-08-10 12:44:00.709,24401085.0,1.0,11736.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2023-08-26 01:32:37.879259,2.0,4131.0,,,,,,,,,,,,,
+15,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter and code formatter, written in Rust.",,https://github.com/astral-sh/ruff,https://github.com/astral-sh/ruff,MIT,2022-08-09 17:17:44.000,2024-01-11 14:18:04.000,2024-01-11 07:55:59,6053.0,753.0,716.0,68.0,5650.0,3018.0,22032.0,2024-01-02 23:05:09.000,0.1.11,278.0,338.0,42,True,astral-sh/ruff,605.0,ruff,conda-forge/ruff,,30752.0,28770.0,https://pypi.org/project/ruff,2024-01-02 22:58:19.000,1982.0,7366719.0,7410894.0,https://anaconda.org/conda-forge/ruff,2024-01-03 18:24:00.054,470219.0,1.0,137649.0,,,,,,,,,,,,,,,,,,
+16,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2024-01-10 20:31:01.000,2023-12-23 12:59:57,2032.0,69.0,2268.0,231.0,1243.0,1792.0,17707.0,2023-09-18 21:27:59.000,1.5.3,29.0,246.0,42,True,,113.0,mkdocs,conda-forge/mkdocs,['mkdocs'],54978.0,54978.0,https://pypi.org/project/mkdocs,,,2234108.0,2244195.0,https://anaconda.org/conda-forge/mkdocs,2023-09-19 01:25:40.888,312699.0,1.0,,,,,,,,,,,,,,,,,,,
+17,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 22:09:23.000,2024-01-10 02:00:13.000,2024-01-10 02:00:08,5995.0,222.0,3089.0,123.0,2731.0,2138.0,16926.0,2023-12-23 20:33:13.000,9.5.3,191.0,249.0,42,True,,34.0,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],41865.0,41865.0,https://pypi.org/project/mkdocs-material,,,2954043.0,2961863.0,https://anaconda.org/conda-forge/mkdocs-material,2024-01-08 15:12:03.309,344118.0,1.0,,,,,,,,,,,,,,,,,,,
+18,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 11:05:56.000,2024-01-11 10:26:28.000,2024-01-07 19:40:06,9099.0,91.0,1965.0,232.0,2313.0,4876.0,10966.0,2023-12-10 23:44:46.000,6.3.0,60.0,461.0,42,True,,279.0,pyinstaller,conda-forge/pyinstaller,,53348.0,52933.0,https://pypi.org/project/pyinstaller,2023-12-10 23:42:31.000,415.0,1658673.0,1679027.0,https://anaconda.org/conda-forge/pyinstaller,2024-01-09 20:51:23.693,516932.0,1.0,743397.0,,,,,,,,,,,,,,,,,,
+19,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 11:10:38.000,2024-01-11 10:14:41.000,2024-01-11 10:10:42,14524.0,266.0,2214.0,475.0,698.0,4087.0,8631.0,2023-07-28 19:29:00.000,6.1.1,126.0,193.0,42,True,,247.0,robotframework,conda-forge/robotframework,,10782.0,9649.0,https://pypi.org/project/robotframework,2024-01-08 09:48:29.000,1133.0,1710722.0,1715664.0,https://anaconda.org/conda-forge/robotframework,2023-10-10 22:35:13.903,167892.0,1.0,554.0,,,,,,,,,,,,,,,,,,
+20,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 13:51:19.000,2024-01-11 05:23:24.309,2024-01-11 04:24:41,13594.0,284.0,590.0,72.0,2359.0,1429.0,7091.0,2024-01-11 04:24:44.000,6.92.8,1112.0,322.0,42,True,,49.0,hypothesis,conda-forge/hypothesis,,26773.0,24392.0,https://pypi.org/project/hypothesis,2024-01-11 04:24:44.000,2381.0,4282779.0,4472535.0,https://anaconda.org/conda-forge/hypothesis,2024-01-11 05:23:24.309,8349286.0,1.0,,,,,,,,,,,,,,,,,,,
+21,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 22:22:53.000,2024-01-10 17:18:14.000,2023-12-13 20:34:58,4158.0,44.0,598.0,48.0,968.0,1074.0,6188.0,2023-12-13 20:37:31.000,5.13.2,146.0,294.0,42,True,,188.0,isort,conda-forge/isort,,458349.0,439827.0,https://pypi.org/project/isort,2023-12-13 20:37:23.000,18522.0,27584618.0,27717337.0,https://anaconda.org/conda-forge/isort,2023-12-14 01:51:17.173,5574223.0,2.0,,,,,,,,,,,,,,,,,,,
+22,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 05:40:02.000,2024-01-10 22:07:19.000,2024-01-10 18:46:57,9045.0,80.0,1057.0,77.0,4061.0,4429.0,4992.0,2023-12-11 13:20:16.000,3.0.3,183.0,553.0,42,True,pylint-dev/pylint,859.0,pylint,conda-forge/pylint,,424058.0,400855.0,https://pypi.org/project/pylint,2023-12-11 13:20:16.000,23203.0,15451580.0,15561775.0,https://anaconda.org/conda-forge/pylint,2023-12-11 15:36:48.979,4738423.0,1.0,,,,,,,,,,,,,,,,,,,
+23,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2024-01-10 20:54:29.000,2024-01-10 20:54:28,757.0,23.0,1086.0,170.0,1336.0,1287.0,4616.0,2023-12-01 16:24:36.000,20.25.0,214.0,267.0,42,True,,21.0,virtualenv,conda-forge/virtualenv,,369013.0,350969.0,https://pypi.org/project/virtualenv,2023-12-01 16:24:36.000,18044.0,91073738.0,91224605.0,https://anaconda.org/conda-forge/virtualenv,2023-12-01 19:29:52.700,5883822.0,2.0,,,,,,,,,,,,,,,,,,,
+24,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 00:39:38.000,2024-01-08 22:41:12.000,2024-01-08 22:41:12,2626.0,23.0,781.0,86.0,1154.0,1900.0,11435.0,2023-12-09 21:29:42.000,3.6.0,188.0,155.0,41,True,,26.0,pre-commit,conda-forge/pre-commit,,174657.0,167863.0,https://pypi.org/project/pre-commit,2023-12-09 21:25:28.000,6794.0,13349803.0,13469877.0,https://anaconda.org/conda-forge/pre-commit,2023-12-10 03:04:10.677,4020267.0,1.0,867893.0,,,,,,,,,,,,,,,,,,
+25,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2023-12-28 10:20:12.000,2023-12-28 10:20:12,8404.0,2.0,502.0,114.0,593.0,1325.0,5583.0,2023-10-02 09:20:35.000,0.19.1,34.0,166.0,41,True,,53.0,jedi,conda-forge/jedi,,392302.0,383777.0,https://pypi.org/project/jedi,2023-10-02 09:20:35.000,8525.0,26426926.0,26899026.0,https://anaconda.org/conda-forge/jedi,2023-10-03 09:44:27.309,20300305.0,1.0,,,,,,,,,,,,,,,,,,,
+26,flake8,PyCQA/flake8,linters,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script.,,https://github.com/PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2024-01-09 10:10:40.000,2024-01-08 22:40:02,2446.0,22.0,301.0,37.0,356.0,1529.0,3146.0,2024-01-05 00:41:49.000,7.0.0,89.0,174.0,41,True,,22.0,flake8,conda-forge/flake8,,564605.0,518409.0,https://pypi.org/project/flake8,2024-01-05 00:41:49.000,46196.0,21361827.0,21521149.0,https://anaconda.org/conda-forge/flake8,2024-01-05 19:47:00.587,7010168.0,1.0,,,,,,,,,,,,,,,,,,,
+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 15:23:47.000,2024-01-10 20:53:48.000,2024-01-10 15:54:20,3051.0,80.0,2179.0,188.0,2622.0,4858.0,28001.0,2023-11-16 19:09:04.000,1.7.1,166.0,523.0,40,True,,686.0,poetry,conda-forge/poetry,,357.0,,https://pypi.org/project/poetry,2023-11-16 19:09:04.000,357.0,22446881.0,22705187.0,https://anaconda.org/conda-forge/poetry,2023-11-17 02:06:37.060,1096515.0,2.0,15365256.0,,,,,,,,,,,,,,,,,,
+28,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 18:22:31.000,2024-01-05 16:01:27.000,2023-11-08 21:44:38,1336.0,7.0,933.0,214.0,360.0,462.0,13542.0,2023-09-22 18:40:43.000,0.40.2,74.0,151.0,40,True,,365.0,yapf,conda-forge/yapf,,91004.0,88663.0,https://pypi.org/project/yapf,2023-09-22 18:40:43.000,2341.0,4317488.0,4368858.0,https://anaconda.org/conda-forge/yapf,2023-07-26 16:15:22.726,1695231.0,2.0,,,,,,,,,,,,,,,,,,,
+29,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 15:40:33.000,2024-01-11 10:34:12.000,2024-01-07 19:27:22,11858.0,395.0,558.0,135.0,354.0,1933.0,10298.0,2024-01-07 19:02:32.000,1.9.7,284.0,166.0,39,True,,163.0,nuitka,conda-forge/nuitka,,1787.0,1722.0,https://pypi.org/project/nuitka,2024-01-07 19:02:32.000,65.0,85450.0,99301.0,https://anaconda.org/conda-forge/nuitka,2023-12-31 12:34:26.926,609453.0,1.0,,,,,,,,,,,,,,,,,,,
+30,tox,tox-dev/tox,testing,Command line driven CI frontend and development task automation tool.,,https://github.com/tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2024-01-10 16:18:31.000,2024-01-10 16:18:29,683.0,20.0,500.0,42.0,1380.0,1591.0,3424.0,2023-11-28 04:14:11.000,4.11.4,209.0,292.0,39,True,,78.0,tox,conda-forge/tox,['pytest'],131800.0,109194.0,https://pypi.org/project/tox,2023-11-28 04:14:11.000,22606.0,10671251.0,10690518.0,https://anaconda.org/conda-forge/tox,2023-11-28 16:27:31.374,847777.0,1.0,,,,,,,,,,,,,,,,,,,
+31,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2024-01-10 19:25:04.000,2024-01-10 19:25:03,7039.0,373.0,1257.0,113.0,1109.0,5035.0,11451.0,2024-01-08 03:39:30.000,1.1.345,429.0,103.0,38,True,,38.0,,,,712.0,700.0,,,,,684749.0,,,,2.0,1440.0,,,,,,pyright,https://www.npmjs.com/package/pyright,2024-01-08 03:32:09.313,12.0,684677.0,,,,,,,,
+32,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 08:50:26.000,2024-01-10 02:17:55.000,2024-01-05 14:44:28,2087.0,37.0,607.0,104.0,987.0,877.0,7269.0,2023-08-08 23:42:23.000,7.3.0,119.0,206.0,38,True,,163.0,pip-tools,conda-forge/pip-tools,,27680.0,25056.0,https://pypi.org/project/pip-tools,2023-08-08 23:42:23.000,2624.0,9615419.0,9618474.0,https://anaconda.org/conda-forge/pip-tools,2023-08-09 01:51:06.267,134424.0,2.0,,,,,,,,,,,,,,,,,,,
+33,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 17:10:49.000,2024-01-03 11:19:51.000,2024-01-03 11:19:50,1480.0,10.0,1783.0,165.0,710.0,620.0,4529.0,2023-11-28 04:13:59.000,2.0.0,52.0,115.0,38,True,,246.0,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],8167.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2023-11-28 04:13:59.000,8151.0,3350281.0,3435909.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2023-11-28 15:01:30.175,3682034.0,2.0,,,,,,,,,,,,,,,,,,,
+34,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,Apache-2.0,2014-05-15 22:49:43.000,2024-01-11 01:47:43.000,2024-01-08 19:41:58,680.0,11.0,235.0,28.0,416.0,279.0,556.0,2023-10-01 13:50:29.000,23.2,43.0,104.0,38,True,,73.0,packaging,conda-forge/packaging,,1030389.0,1010356.0,https://pypi.org/project/packaging,2023-10-01 13:50:03.000,20033.0,228245544.0,229200220.0,https://anaconda.org/conda-forge/packaging,2023-10-01 23:22:47.528,42005145.0,2.0,752.0,,,,,,,,,,,,,,,,,,
+35,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2024-01-10 20:53:18.000,2024-01-10 16:48:01,796.0,30.0,648.0,133.0,160.0,764.0,17092.0,2023-09-11 15:25:24.000,0.7.2,21.0,52.0,37,True,,140.0,loguru,conda-forge/loguru,,75530.0,72178.0,https://pypi.org/project/loguru,2023-09-11 15:24:35.000,3352.0,14168082.0,14211963.0,https://anaconda.org/conda-forge/loguru,2023-09-24 09:55:27.841,1930769.0,1.0,,,,,,,,,,,,,,,,,,,
+36,bandit,PyCQA/bandit,security,Bandit is a tool designed to find common security issues in Python code.,,https://github.com/PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2024-01-09 06:29:23.000,2024-01-09 01:17:03,1334.0,11.0,559.0,66.0,414.0,467.0,5723.0,2023-12-09 02:53:41.000,1.7.6,37.0,175.0,37,True,,199.0,bandit,conda-forge/bandit,,48286.0,46421.0,https://pypi.org/project/bandit,2023-12-09 02:53:41.000,1865.0,3157171.0,3164380.0,https://anaconda.org/conda-forge/bandit,2023-09-25 08:07:42.894,280737.0,1.0,756.0,,,,,,,,,,,,,,,,,,
+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 20:08:51.000,2023-12-18 05:09:58.000,2023-10-27 07:04:25,2846.0,4.0,298.0,73.0,235.0,362.0,4471.0,2023-08-26 13:59:08.000,2.0.4,75.0,60.0,37,True,,123.0,autopep8,conda-forge/autopep8,,205166.0,199208.0,https://pypi.org/project/autopep8,2023-08-26 13:49:56.000,5958.0,3279035.0,3311436.0,https://anaconda.org/conda-forge/autopep8,2023-08-26 14:51:03.645,1393258.0,3.0,,,,,,,,,,,,,,,,,,,
+38,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,Apache-2.0,2013-08-13 15:55:58.000,2024-01-08 09:52:50.000,2024-01-08 09:48:45,1520.0,82.0,196.0,33.0,284.0,280.0,2915.0,2024-01-08 09:52:50.000,24.1.0,34.0,109.0,37,True,,25.0,structlog,conda-forge/structlog,,11575.0,10439.0,https://pypi.org/project/structlog,2024-01-08 09:52:50.000,1136.0,6975926.0,6985768.0,https://anaconda.org/conda-forge/structlog,2023-10-09 17:50:22.949,354326.0,1.0,,,,,,,,,,,,,,,,,,,
+39,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 15:39:39.000,2024-01-06 03:05:03.000,2024-01-06 03:05:03,1109.0,28.0,300.0,39.0,551.0,427.0,1499.0,2022-12-01 01:51:31.000,4.0.2,52.0,118.0,37,True,,52.0,twine,conda-forge/twine,,115147.0,99144.0,https://pypi.org/project/twine,2022-12-01 01:49:17.129,16003.0,3300380.0,3310553.0,https://anaconda.org/conda-forge/twine,2023-06-16 13:23:13.063,905406.0,1.0,,,,,,,,,,,,,,,,,,,
+40,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 20:24:25.000,2024-01-09 12:13:05.000,2024-01-09 12:13:04,920.0,20.0,143.0,34.0,215.0,342.0,466.0,2023-11-26 14:37:13.000,0.42.0,77.0,78.0,37,True,,43.0,wheel,conda-forge/wheel,,283462.0,246073.0,https://pypi.org/project/wheel,2023-11-26 14:37:10.000,37389.0,258561190.0,260598937.0,https://anaconda.org/conda-forge/wheel,2023-11-26 15:42:45.198,83547642.0,1.0,,,,,,,,,,,,,,,,,,,
+41,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 03:50:57.000,2024-01-11 05:41:52.000,2024-01-11 05:41:09,2579.0,120.0,297.0,31.0,882.0,1352.0,5896.0,2024-01-02 07:32:14.000,2.11.2,184.0,161.0,36,True,,49.0,pdm,conda-forge/pdm,,278.0,218.0,https://pypi.org/project/pdm,2024-01-02 07:32:08.000,60.0,535068.0,543118.0,https://anaconda.org/conda-forge/pdm,2024-01-02 10:43:23.906,225402.0,2.0,4.0,,,,,,,,,,,,,,,,,,
+42,buildbot,buildbot/buildbot,build-tools,Python-based continuous integration testing framework; your pull requests are more than welcome!.,,https://github.com/buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2024-01-10 16:31:53.000,2024-01-09 08:37:29,24616.0,385.0,1655.0,199.0,5747.0,876.0,5127.0,2023-12-26 17:56:39.000,3.10.1,128.0,856.0,36,True,,699.0,buildbot,conda-forge/buildbot,,798.0,340.0,https://pypi.org/project/buildbot,2023-12-26 17:56:39.000,458.0,19275.0,21861.0,https://anaconda.org/conda-forge/buildbot,2023-12-26 19:17:03.662,91541.0,2.0,36487.0,,,,,,,,,,,,,,,,,,
+43,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 00:43:37.000,2024-01-08 22:39:59.000,2024-01-08 22:39:58,1446.0,6.0,801.0,117.0,499.0,633.0,4940.0,2023-10-12 23:39:38.000,2.11.1,19.0,133.0,36,True,,109.0,pycodestyle,conda-forge/pycodestyle,,11697.0,20.0,https://pypi.org/project/pycodestyle,2023-10-12 23:39:38.000,11677.0,28937487.0,29151868.0,https://anaconda.org/conda-forge/pycodestyle,2023-10-13 13:17:36.027,7288963.0,1.0,,,,,,,,,,,,7.0,,,,,,,
+44,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 15:30:20.000,2024-01-11 02:30:57.000,2024-01-11 01:56:42,3254.0,79.0,198.0,28.0,366.0,239.0,1780.0,2023-11-05 15:13:29.000,1.11.0,92.0,81.0,36,True,,82.0,rope,conda-forge/rope,,72987.0,71344.0,https://pypi.org/project/rope,2023-11-05 15:13:29.000,1643.0,598782.0,633991.0,https://anaconda.org/conda-forge/rope,2023-11-09 10:24:24.435,1373173.0,1.0,,,,,,,,,,,,,,,,,,,
+45,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 22:51:10.000,2024-01-10 15:02:26.000,2024-01-10 10:48:46,2060.0,110.0,471.0,69.0,1488.0,952.0,1675.0,2024-01-10 10:48:30.000,1.39.2,211.0,200.0,36,True,,169.0,sentry-sdk,conda-forge/sentry-sdk,,474.0,,https://pypi.org/project/sentry-sdk,2024-01-10 10:48:13.000,474.0,23212225.0,23228819.0,https://anaconda.org/conda-forge/sentry-sdk,2024-01-10 11:58:57.685,709543.0,2.0,3723.0,,,,,,,,,,,,,,,,,,
+46,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 20:01:12.000,2023-12-25 07:46:21.000,2023-05-24 18:28:10,920.0,,209.0,41.0,243.0,241.0,1601.0,2023-05-24 18:44:54.000,4.1.0,45.0,86.0,36,True,,151.0,pytest-cov,conda-forge/pytest-cov,['pytest'],329207.0,293414.0,https://pypi.org/project/pytest-cov,2023-05-24 18:44:54.000,35793.0,29499033.0,29606407.0,https://anaconda.org/conda-forge/pytest-cov,2023-06-16 13:15:36.736,10093226.0,1.0,,,,,,,,,,,,,,,,,,,
+47,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 18:51:45.000,2024-01-10 00:12:49.000,2024-01-10 00:12:48,1143.0,23.0,217.0,49.0,398.0,349.0,1287.0,2023-11-21 15:21:18.000,3.5.0,67.0,93.0,36,True,,236.0,pytest-xdist,conda-forge/pytest-xdist,['pytest'],5530.0,,https://pypi.org/project/pytest-xdist,2023-11-21 15:21:13.000,5530.0,13207515.0,13340100.0,https://anaconda.org/conda-forge/pytest-xdist,2023-11-21 18:58:37.015,5568516.0,1.0,5.0,,,,,,,,,,,,,,,,,,
+48,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2023-12-31 19:32:20.000,2023-12-31 19:32:19,3230.0,45.0,2851.0,386.0,1018.0,1645.0,34966.0,2023-12-08 10:23:28.000,2.3.35,91.0,437.0,35,True,,38.0,pyenv,,,22.0,21.0,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,10413.0,10413.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+49,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 08:49:15.000,2024-01-11 12:14:12.000,2024-01-07 17:52:22,5287.0,86.0,1422.0,501.0,780.0,1517.0,24173.0,2023-05-18 15:52:21.000,3.4.0.2,97.0,180.0,35,True,,227.0,glances,conda-forge/glances,,832.0,780.0,https://pypi.org/project/glances,2023-05-20 14:52:01.505,52.0,185560.0,187818.0,https://anaconda.org/conda-forge/glances,2023-06-05 20:53:05.651,210867.0,1.0,1570.0,,,,,,,,,,,,,,,,,,
+50,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 23:30:38.000,2023-10-16 16:49:29.444,2023-06-07 11:16:23,408.0,,1123.0,186.0,157.0,228.0,9100.0,2023-05-24 20:13:07.561,0.9.54,51.0,52.0,35,True,,455.0,pyautogui,conda-forge/pyautogui,,31115.0,30236.0,https://pypi.org/project/pyautogui,2023-05-24 20:13:07.561,879.0,687347.0,692857.0,https://anaconda.org/conda-forge/pyautogui,2023-10-16 16:49:29.444,214911.0,2.0,,,,,,,,,,,,,,,,,,,
+51,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 23:59:23.000,2024-01-06 20:16:34.000,2023-12-01 19:06:35,3701.0,3.0,384.0,93.0,247.0,402.0,4163.0,2023-07-12 18:05:35.085,2.2.0,65.0,60.0,35,True,,392.0,invoke,conda-forge/invoke,,26673.0,23857.0,https://pypi.org/project/invoke,2023-07-12 18:05:35.085,2816.0,5736487.0,5762955.0,https://anaconda.org/conda-forge/invoke,2023-07-13 01:13:36.486,952866.0,2.0,,,,,,,,,,,,,,,,,,,
+52,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 05:11:00.000,2024-01-08 15:52:00.000,2023-12-19 10:46:24,610.0,15.0,266.0,34.0,228.0,190.0,3892.0,2023-12-19 10:46:44.000,1.4.0,62.0,112.0,35,True,,139.0,freezegun,conda-forge/freezegun,,4623.0,,https://pypi.org/project/freezegun,2023-12-19 10:46:39.000,4623.0,7136828.0,7174694.0,https://anaconda.org/conda-forge/freezegun,2023-12-19 12:37:51.731,1514343.0,2.0,8.0,,,,,,,,,,,,,,,,,,
+53,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-09-24 19:23:46.000,2024-01-09 14:40:05.000,2024-01-07 18:10:25,8927.0,79.0,293.0,62.0,1049.0,2749.0,1865.0,2023-11-20 02:03:13.000,4.6.0,35.0,156.0,35,True,,658.0,scons,conda-forge/scons,,62.0,,https://pypi.org/project/scons,2024-01-02 01:03:28.000,62.0,347740.0,360569.0,https://anaconda.org/conda-forge/scons,2024-01-02 02:37:29.147,525013.0,2.0,1443.0,,,,,,,,,,,,,,,,,,
+54,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 00:40:32.000,2023-12-25 20:43:29.000,2023-12-20 15:05:10,592.0,15.0,135.0,36.0,252.0,139.0,1704.0,2023-10-19 16:26:09.000,3.12.0,61.0,68.0,35,True,,13.0,pytest-mock,conda-forge/pytest-mock,['pytest'],78425.0,72924.0,https://pypi.org/project/pytest-mock,2023-10-19 16:25:55.000,5501.0,11889305.0,11945934.0,https://anaconda.org/conda-forge/pytest-mock,2023-10-19 18:22:47.849,2435050.0,2.0,15.0,,,,,,,,,,,,,,,,,,
+55,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 06:19:46.000,2024-01-05 03:19:34.488,2024-01-05 00:27:25,564.0,2.0,182.0,29.0,296.0,465.0,1318.0,2024-01-05 00:28:45.000,3.2.0,38.0,84.0,35,True,,56.0,pyflakes,conda-forge/pyflakes,,276420.0,262581.0,https://pypi.org/project/pyflakes,2024-01-05 00:28:45.000,13839.0,22652115.0,22858524.0,https://anaconda.org/conda-forge/pyflakes,2024-01-05 03:19:34.488,7017928.0,2.0,,,,,,,,,,,,,,,,,,,
+56,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 00:03:15.000,2024-01-10 01:09:16.100,2024-01-10 01:04:53,417.0,33.0,194.0,31.0,91.0,63.0,708.0,2024-01-10 00:56:08.000,0.7.16,29.0,37.0,35,True,sphinx-doc/alabaster,61.0,alabaster,conda-forge/alabaster,['sphinx'],125237.0,117484.0,https://pypi.org/project/alabaster,2024-01-10 00:56:08.000,7753.0,6100133.0,6679428.0,https://anaconda.org/conda-forge/alabaster,2024-01-10 01:09:16.100,6951541.0,2.0,,,,,,,,,,,,,,,,,,,
+57,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 19:22:42.000,2024-01-11 10:44:45.000,2023-12-10 16:21:44,509.0,15.0,257.0,23.0,372.0,250.0,638.0,2023-11-07 16:58:34.000,4.1.1,58.0,54.0,35,True,,144.0,pytest-html,conda-forge/pytest-html,['pytest'],43171.0,42355.0,https://pypi.org/project/pytest-html,2023-11-07 15:44:27.000,816.0,4138480.0,4151674.0,https://anaconda.org/conda-forge/pytest-html,2023-11-23 18:39:24.921,501393.0,2.0,,,,,,,,,,,,,,,,,,,
+58,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 15:28:13.000,2024-01-10 09:09:39.000,2024-01-10 09:09:38,701.0,30.0,824.0,127.0,793.0,1163.0,9932.0,2023-11-21 21:06:57.000,1.40.0,105.0,35.0,34,True,,34.0,playwright,,,458.0,21.0,https://pypi.org/project/playwright,2023-11-21 21:06:57.000,437.0,1951140.0,1951140.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+59,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 18:47:46.000,2024-01-10 22:20:31.000,2024-01-10 16:19:18,662.0,76.0,326.0,76.0,541.0,577.0,7761.0,2024-01-02 14:57:37.000,1.4.1,31.0,124.0,34,True,,58.0,pipx,conda-forge/pipx,,1742.0,1742.0,https://pypi.org/project/pipx,,,2517805.0,2519988.0,https://anaconda.org/conda-forge/pipx,2024-01-03 04:42:17.476,41444.0,3.0,27917.0,,,,,,,,,,,,,,,,,,
+60,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 17:31:36.000,2024-01-10 22:49:23.000,2024-01-10 22:44:01,15190.0,339.0,461.0,110.0,398.0,258.0,6597.0,2023-10-19 15:20:03.000,0.9.19,77.0,253.0,34,True,,142.0,pyre-check,,,75.0,21.0,https://pypi.org/project/pyre-check,2023-10-19 15:20:03.000,54.0,58042.0,58042.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+61,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 04:11:53.000,2023-12-31 03:46:08.000,2023-12-31 03:45:43,4353.0,82.0,246.0,45.0,41.0,1363.0,2694.0,2023-12-18 02:24:13.000,8.4.6,336.0,32.0,34,False,,8.0,pyarmor,,,1115.0,1083.0,https://pypi.org/project/pyarmor,2023-12-18 02:23:52.000,32.0,129226.0,129226.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+62,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 21:04:25.000,2024-01-11 02:31:49.000,2024-01-10 19:19:21,2336.0,39.0,376.0,29.0,1741.0,962.0,2354.0,2023-05-31 14:30:27.000,0.18.0,56.0,183.0,34,True,,111.0,wemake-python-styleguide,,,15968.0,15921.0,https://pypi.org/project/wemake-python-styleguide,2020-01-19 11:56:48.000,47.0,143582.0,143582.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+63,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 05:12:26.000,2023-12-23 18:52:59.000,2023-02-28 17:40:55,262.0,,216.0,27.0,87.0,89.0,1613.0,2023-02-21 17:40:52.893,2.0.7,27.0,63.0,34,True,,12.0,python-json-logger,conda-forge/python-json-logger,,80910.0,80041.0,https://pypi.org/project/python-json-logger,2023-02-21 17:40:52.893,869.0,19429356.0,19513926.0,https://anaconda.org/conda-forge/python-json-logger,2023-06-16 13:23:58.542,6850248.0,2.0,,,,,,,,,,,,,,,,,,,
+64,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 23:15:37.000,2024-01-09 13:08:28.000,2024-01-09 13:08:27,583.0,9.0,97.0,22.0,118.0,278.0,1373.0,2023-09-11 07:31:39.000,4.1.5,66.0,33.0,34,True,,20.0,typeguard,conda-forge/typeguard,,21975.0,20320.0,https://pypi.org/project/typeguard,2023-09-11 07:31:39.000,1655.0,12341450.0,12352366.0,https://anaconda.org/conda-forge/typeguard,2023-10-24 19:46:37.353,469394.0,3.0,,,,,,,,,,,,,,,,,,,
+65,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 19:36:32.000,2023-11-06 17:25:08.000,2016-03-04 01:16:26,1004.0,,387.0,48.0,262.0,465.0,1361.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,34,False,,452.0,nose,conda-forge/nose,,194422.0,149643.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,44779.0,4290729.0,4323446.0,https://anaconda.org/conda-forge/nose,2023-06-16 13:17:32.308,3009964.0,2.0,,,,,,,,,,,,,,,,,,,
+66,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 00:18:05.000,2024-01-10 19:00:33.000,2024-01-10 18:51:48,613.0,117.0,131.0,38.0,447.0,250.0,1263.0,2024-01-01 14:04:00.000,0.23.3,48.0,44.0,34,True,,44.0,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],1728.0,,https://pypi.org/project/pytest-asyncio,2024-01-10 19:00:33.000,1728.0,7622629.0,7664706.0,https://anaconda.org/conda-forge/pytest-asyncio,2024-01-02 15:54:52.126,1851092.0,2.0,173.0,,,,,,,,,,,,,,,,,,
+67,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 15:33:15.000,2024-01-08 16:55:31.000,2023-12-25 19:31:54,1143.0,19.0,137.0,23.0,328.0,217.0,768.0,2023-10-04 23:07:52.000,0.14.0,30.0,77.0,34,True,,51.0,nose2,conda-forge/nose2,,25582.0,24454.0,https://pypi.org/project/nose2,2023-10-04 23:07:52.000,1128.0,596174.0,598012.0,https://anaconda.org/conda-forge/nose2,2023-06-16 16:08:37.386,125023.0,2.0,,,,,,,,,,,,,,,,,,,
+68,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 02:22:15.000,2024-01-04 19:15:48.000,2023-12-16 00:50:19,486.0,10.0,376.0,112.0,313.0,191.0,11355.0,2022-09-07 22:01:08.223,0.3.14,38.0,37.0,33,True,,142.0,py-spy,conda-forge/py-spy,,3508.0,3457.0,https://pypi.org/project/py-spy,2022-09-07 22:00:23.982,50.0,2237014.0,2247454.3333333335,https://anaconda.org/conda-forge/py-spy,2023-06-16 16:18:45.113,502452.0,2.0,14912.0,,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2022-09-07 22:01:08.223,1.0,312.3333333333333,408856.0,
+69,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 21:41:22.000,2024-01-11 11:36:21.000,2024-01-10 21:55:16,2571.0,33.0,319.0,62.0,1094.0,323.0,4138.0,2024-01-07 14:40:50.000,12.1.0,53.0,120.0,33,True,,7.0,mimesis,conda-forge/mimesis,,1674.0,1599.0,https://pypi.org/project/mimesis,2024-01-07 14:40:50.000,75.0,117642.0,121713.0,https://anaconda.org/conda-forge/mimesis,2024-01-07 16:07:56.136,170789.0,2.0,526.0,,,,,,,,,,,,,,,,,,
+70,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 15:20:03.000,2024-01-11 03:08:46.000,2024-01-11 03:08:39,3688.0,203.0,300.0,45.0,816.0,564.0,2203.0,2023-10-20 05:20:21.000,0.3.16,26.0,135.0,33,True,,118.0,briefcase,,,509.0,509.0,https://pypi.org/project/briefcase,,,8518.0,8522.0,,,,2.0,228.0,,,,,,,,,,,,,,,,,,
+71,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 15:28:56.000,2023-12-20 13:33:36.000,2023-10-05 17:12:04,684.0,,191.0,37.0,166.0,136.0,1650.0,2023-05-12 08:13:47.000,1.8.0,72.0,93.0,33,True,,55.0,nodeenv,conda-forge/nodeenv,,70919.0,69960.0,https://pypi.org/project/nodeenv,2023-05-12 08:10:47.532,959.0,14345556.0,14390493.0,https://anaconda.org/conda-forge/nodeenv,2023-06-16 13:21:50.931,3415255.0,2.0,,,,,,,,,,,,,,,,,,,
+72,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 10:13:12.000,2023-12-15 12:50:05.000,2023-12-14 19:36:04,1345.0,14.0,162.0,35.0,190.0,136.0,1451.0,2023-11-10 23:35:23.000,1.7.0.post0,45.0,79.0,33,True,,47.0,logbook,conda-forge/logbook,,6547.0,5354.0,https://pypi.org/project/logbook,2023-11-10 23:32:34.000,1193.0,3202240.0,3206067.0,https://anaconda.org/conda-forge/logbook,2023-11-11 10:50:13.350,164447.0,2.0,333.0,,,,,,,,,,,,,,,,,,
+73,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 07:27:43.000,2024-01-08 20:27:56.000,2023-12-02 21:07:41,1089.0,19.0,208.0,57.0,339.0,205.0,1238.0,2023-12-02 20:50:57.000,7.0.1,97.0,60.0,33,True,,145.0,pytest-bdd,conda-forge/pytest-bdd,['pytest'],3485.0,3294.0,https://pypi.org/project/pytest-bdd,2023-12-02 20:50:57.000,191.0,717126.0,724111.0,https://anaconda.org/conda-forge/pytest-bdd,2023-12-02 22:25:37.629,55885.0,2.0,,,,,,,,,,,,,,,,,,,
+74,prettytable,jazzband/prettytable,logging,Display tabular data in a visually appealing ASCII table format.,,https://github.com/jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2024-01-01 17:59:33.000,2024-01-01 17:59:31,536.0,13.0,137.0,22.0,147.0,91.0,1184.0,2023-09-11 14:03:45.000,3.9.0,31.0,55.0,33,False,,39.0,prettytable,conda-forge/prettytable,,54465.0,53255.0,https://pypi.org/project/prettytable,2023-09-11 14:03:45.000,1210.0,9548455.0,9582263.0,https://anaconda.org/conda-forge/prettytable,2023-09-11 20:34:41.890,1284714.0,2.0,,,,,,,,,,,,,,,,,,,
+75,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,,96.0,22.0,107.0,104.0,571.0,2021-11-30 21:07:01.473,0.8.3,26.0,46.0,33,True,,11.0,parso,conda-forge/parso,,389483.0,383376.0,https://pypi.org/project/parso,2021-11-30 21:07:01.473,6107.0,18922058.0,19156127.0,https://anaconda.org/conda-forge/parso,2023-06-16 13:24:17.757,17087079.0,2.0,,,,,,,,,,,,,,,,,,,
+76,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 09:52:15.000,2024-01-10 16:48:17.000,2024-01-10 16:48:14,10133.0,30.0,5372.0,1090.0,367.0,5024.0,29569.0,2024-01-03 22:20:06.000,1.8,101.0,132.0,32,True,,63.0,sqlmap,,,30.0,21.0,https://pypi.org/project/sqlmap,2024-01-03 22:26:01.000,9.0,9341.0,9341.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+77,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 13:55:43.000,2024-01-06 10:07:37.000,2024-01-06 10:07:35,316.0,3.0,937.0,232.0,117.0,105.0,16146.0,2024-01-05 13:51:59.000,1.2.0,24.0,27.0,32,True,,26.0,pysnooper,conda-forge/pysnooper,,1667.0,1667.0,https://pypi.org/project/pysnooper,,,360042.0,361849.0,https://anaconda.org/conda-forge/pysnooper,2023-07-27 14:52:53.379,72286.0,1.0,,,,,,,,,,,,,,,,,,,
+78,memray,bloomberg/memray,profiling,Memray is a memory profiler for Python.,,https://github.com/bloomberg/memray,https://github.com/bloomberg/memray,Apache-2.0,2022-04-08 18:04:11.000,2024-01-10 07:31:16.000,2024-01-09 21:00:53,1136.0,39.0,378.0,58.0,324.0,127.0,11753.0,2023-12-04 20:37:33.000,1.11.0,19.0,42.0,32,True,,16.0,memray,conda-forge/memray,,302.0,283.0,https://pypi.org/project/memray,2023-12-04 20:37:33.000,19.0,296587.0,300719.0,https://anaconda.org/conda-forge/memray,2023-10-05 21:58:12.929,86783.0,2.0,,,,,,,,,,,,,,,,,,,
+79,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 20:56:28.000,2024-01-03 00:51:37.000,2024-01-03 00:46:56,3096.0,31.0,340.0,87.0,278.0,269.0,10488.0,2024-01-03 00:51:37.000,1.5.33,154.0,44.0,32,True,,149.0,scalene,,,576.0,570.0,https://pypi.org/project/scalene,2023-09-15 20:40:10.000,6.0,19220.0,19220.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+80,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 17:53:13.000,2024-01-06 16:21:06.000,2024-01-06 16:21:06,945.0,10.0,232.0,53.0,154.0,115.0,5798.0,2023-11-08 12:47:37.000,4.6.1,44.0,55.0,32,True,,21.0,pyinstrument,conda-forge/pyinstrument,,2076.0,1946.0,https://pypi.org/project/pyinstrument,2023-11-08 12:47:37.000,130.0,601622.0,608422.0,https://anaconda.org/conda-forge/pyinstrument,2023-11-18 02:43:45.664,278831.0,2.0,,,,,,,,,,,,,,,,,,,
+81,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 16:38:14.000,2023-12-10 23:03:40.000,2023-10-08 03:21:32,337.0,,365.0,56.0,176.0,108.0,5576.0,2023-04-14 07:11:09.000,0.4.13,42.0,60.0,32,True,,180.0,pipreqs,conda-forge/pipreqs,,26431.0,26038.0,https://pypi.org/project/pipreqs,2023-04-14 07:10:52.947,393.0,541707.0,542231.0,https://anaconda.org/conda-forge/pipreqs,2023-06-16 13:23:05.413,46144.0,3.0,,,,,,,,,,,,,,,,,,,
+82,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 20:52:08.000,2024-01-08 21:10:36.000,2024-01-08 21:10:33,6433.0,127.0,279.0,57.0,889.0,527.0,4451.0,2024-01-05 20:54:47.000,2024.1.5,195.0,100.0,32,True,,149.0,pytype,conda-forge/pytype,,151.0,,https://pypi.org/project/pytype,2024-01-05 20:54:47.000,151.0,397620.0,401941.0,https://anaconda.org/conda-forge/pytype,2023-12-19 04:00:25.145,185845.0,3.0,,,,,,,,,,,,,,,,,,,
+83,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2024-01-06 17:52:34.000,2024-01-05 19:03:15,1234.0,5.0,221.0,49.0,280.0,174.0,2811.0,2023-10-06 19:01:05.000,2023.1,77.0,94.0,32,True,,160.0,pudb,conda-forge/pudb,,6544.0,5783.0,https://pypi.org/project/pudb,2023-10-06 19:00:38.000,761.0,200895.0,203624.0,https://anaconda.org/conda-forge/pudb,2023-06-16 13:21:37.623,245635.0,1.0,,,,,,,,,,,,,,,,,,,
+84,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 17:06:12.000,2024-01-10 17:47:39.000,2024-01-10 17:47:39,1422.0,32.0,246.0,56.0,1204.0,930.0,2409.0,2024-01-05 07:20:55.000,2.1.156,245.0,119.0,32,True,,158.0,pex,,,140.0,,https://pypi.org/project/pex,2024-01-05 07:20:55.000,140.0,1423194.0,1578745.0,,,,2.0,3888790.0,,,,,,,,,,,,,,,,,,
+85,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 07:26:30.000,2024-01-10 16:52:21.000,2023-10-18 06:21:56,1396.0,2.0,174.0,35.0,278.0,312.0,1883.0,2023-10-18 06:23:27.000,1.10.3,125.0,90.0,32,True,landscapeio/prospector,59.0,prospector,conda-forge/prospector,,5419.0,4713.0,https://pypi.org/project/prospector,2023-10-18 06:23:27.000,706.0,581589.0,584154.0,https://anaconda.org/conda-forge/prospector,2023-10-19 14:14:48.980,97504.0,1.0,,,,,,,,,,,,,,,,,,,
+86,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 20:47:06.376,2024-01-03 03:35:57.000,2023-04-30 10:08:19,610.0,,144.0,21.0,98.0,133.0,1880.0,2022-10-06 17:23:25.701,0.9.0,27.0,84.0,32,True,,83.0,tabulate,conda-forge/tabulate,,8399.0,,https://pypi.org/project/tabulate,2022-10-06 17:23:25.701,8399.0,44813374.0,44880786.0,https://anaconda.org/conda-forge/tabulate,2023-06-16 13:16:13.524,6201976.0,2.0,,,,,,,,,,,,,,,,,,,
+87,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2023-12-30 22:03:03.000,2023-12-08 14:14:14,669.0,11.0,489.0,70.0,290.0,169.0,1825.0,,,11.0,97.0,32,True,,71.0,pyelftools,conda-forge/pyelftools,,7278.0,6709.0,https://pypi.org/project/pyelftools,2023-09-06 23:43:51.000,569.0,2311250.0,2315063.0,https://anaconda.org/conda-forge/pyelftools,2023-09-23 20:45:10.696,148741.0,1.0,,,,,,,,,,,,,,,,,,,
+88,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2024-01-01 11:12:24.000,2024-01-01 11:12:23,996.0,21.0,234.0,27.0,303.0,330.0,1713.0,2023-12-22 23:13:41.000,14.3.0,102.0,60.0,32,True,,18.0,pdoc,,,2778.0,2437.0,https://pypi.org/project/pdoc,2023-12-22 23:13:41.000,341.0,164712.0,164712.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+89,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2024-01-04 18:36:48.000,2024-01-04 18:36:48,617.0,11.0,100.0,14.0,171.0,328.0,1462.0,2023-11-14 17:46:28.000,0.24.0,52.0,41.0,32,True,,44.0,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],11293.0,10790.0,https://pypi.org/project/mkdocstrings,2023-11-14 17:46:17.000,503.0,568719.0,571326.0,https://anaconda.org/conda-forge/mkdocstrings,2023-11-15 01:17:08.478,101699.0,2.0,,,,,,,,,,,,,,,,,,,
+90,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 04:25:52.000,2024-01-11 05:14:49.000,2024-01-11 05:11:07,1820.0,74.0,208.0,28.0,1167.0,852.0,1193.0,2023-12-18 06:46:31.000,6.15.12,83.0,109.0,32,True,,48.0,cx_freeze,conda-forge/cx_freeze,,53.0,,https://pypi.org/project/cx_freeze,2023-12-18 06:46:31.000,53.0,104321.0,110790.0,https://anaconda.org/conda-forge/cx_freeze,2023-12-18 07:35:53.008,284652.0,2.0,,,,,,,,,,,,,,,,,,,
+91,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 20:54:43.000,2024-01-08 21:40:37.000,2024-01-08 21:40:36,351.0,22.0,101.0,8.0,233.0,157.0,1017.0,2023-12-02 22:59:15.000,23.12.2,64.0,81.0,32,True,,55.0,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],36318.0,35779.0,https://pypi.org/project/flake8-bugbear,2023-12-02 22:59:15.000,539.0,2131811.0,2151839.0,https://anaconda.org/conda-forge/flake8-bugbear,2023-12-04 18:33:44.282,761093.0,2.0,,,,,,,,,,,,,,,,,,,
+92,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 06:19:21.000,2024-01-02 21:39:01.000,2024-01-02 21:38:59,1088.0,34.0,141.0,22.0,71.0,211.0,831.0,2023-12-18 13:26:55.000,4.3.2,106.0,46.0,32,True,,6.0,progressbar2,conda-forge/progressbar2,,1601.0,,https://pypi.org/project/progressbar2,2023-12-18 13:26:48.000,1601.0,22536312.0,22561689.0,https://anaconda.org/conda-forge/progressbar2,2023-12-21 22:48:56.610,1090083.0,2.0,2136.0,,,,,,,,,,,,,,,,,,
+93,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 20:41:41.000,2024-01-10 16:18:16.000,2024-01-10 16:18:14,343.0,15.0,99.0,11.0,231.0,152.0,514.0,2023-11-11 00:29:39.000,1.25.2,43.0,54.0,32,True,,29.0,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],45890.0,45890.0,https://pypi.org/project/sphinx-autodoc-typehints,,,1242181.0,1256884.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2023-11-11 13:45:27.523,632247.0,2.0,,,,,,,,,,,,,,,,,,,
+94,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 05:54:30.000,2023-12-02 19:41:03.000,2023-12-02 19:40:58,685.0,3.0,188.0,49.0,49.0,193.0,4848.0,2023-11-08 23:23:51.000,3.1.5,34.0,7.0,31,True,,20.0,alive-progress,conda-forge/alive-progress,,2842.0,2623.0,https://pypi.org/project/alive-progress,2023-11-08 23:23:51.000,219.0,488647.0,489783.0,https://anaconda.org/conda-forge/alive-progress,2023-11-09 06:24:38.416,47733.0,3.0,,,,,,,,,,,,,,,,,,,
+95,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 00:38:38.000,2024-01-10 17:00:08.000,2024-01-10 17:00:00,1318.0,98.0,380.0,47.0,479.0,203.0,3304.0,2022-10-05 17:13:10.000,1.4.0,37.0,74.0,31,True,,119.0,detect-secrets,,,55.0,,https://pypi.org/project/detect-secrets,2022-10-04 19:58:36.939,55.0,341825.0,341825.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+96,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 17:50:31.000,2024-01-08 22:40:26.000,2024-01-08 22:40:25,1156.0,14.0,167.0,35.0,512.0,399.0,3047.0,2023-10-07 18:35:56.000,3.15.0,166.0,35.0,31,True,,15.0,pyupgrade,conda-forge/pyupgrade,,190.0,,https://pypi.org/project/pyupgrade,2023-10-07 18:35:56.000,190.0,400584.0,414427.0,https://anaconda.org/conda-forge/pyupgrade,2023-10-07 20:00:06.902,609100.0,2.0,,,,,,,,,,,,,,,,,,,
+97,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2024-01-06 19:00:04.000,2024-01-06 18:54:58,747.0,7.0,140.0,26.0,149.0,175.0,2875.0,2023-10-06 15:53:34.000,2.10,50.0,40.0,31,True,,22.0,vulture,conda-forge/vulture,,4539.0,4262.0,https://pypi.org/project/vulture,2023-10-06 15:53:22.000,277.0,449034.0,449902.0,https://anaconda.org/conda-forge/vulture,2023-06-16 13:24:21.364,77252.0,2.0,,,,,,,,,,,,,,,,,,,
+98,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 06:06:22.000,2024-01-11 06:38:51.000,2024-01-11 06:31:28,1113.0,66.0,41.0,12.0,44.0,194.0,2208.0,2023-10-21 04:53:17.000,0.16.4,33.0,18.0,31,True,,48.0,beartype,conda-forge/beartype,,196.0,,https://pypi.org/project/beartype,2023-10-21 04:53:17.000,196.0,1340753.0,1342534.0,https://anaconda.org/conda-forge/beartype,2023-09-23 05:39:58.894,76589.0,2.0,,,,,,,,,,,,,,,,,,,
+99,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2023-11-03 22:28:46.000,2023-11-03 22:28:45,746.0,2.0,187.0,19.0,318.0,225.0,1107.0,2023-01-17 20:31:11.783,6.3.0,23.0,92.0,31,True,,121.0,pydocstyle,conda-forge/pydocstyle,,64568.0,61741.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,2827.0,3224694.0,3243815.0,https://anaconda.org/conda-forge/pydocstyle,2023-06-16 13:18:02.967,1720950.0,2.0,69.0,,,,,,,,,,,,,,,,,,
+100,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 17:57:21.000,2023-12-02 19:22:57.004,2023-12-02 16:52:58,237.0,7.0,122.0,13.0,47.0,75.0,836.0,2023-12-02 16:46:59.000,6.8.0,67.0,32.0,31,True,,1.0,colorlog,conda-forge/colorlog,,35460.0,32668.0,https://pypi.org/project/colorlog,2023-12-02 16:46:59.000,2792.0,9150055.0,9194710.0,https://anaconda.org/conda-forge/colorlog,2023-12-02 19:22:57.004,1875536.0,3.0,,,,,,,,,,,,,,,,,,,
+101,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 20:43:31.000,2024-01-08 08:04:35.000,2024-01-08 08:04:35,2351.0,8.0,168.0,22.0,796.0,430.0,816.0,2023-09-11 14:23:39.000,0.6.1,20.0,79.0,31,True,,141.0,asv,conda-forge/asv,,1139.0,1050.0,https://pypi.org/project/asv,2023-09-11 05:46:09.000,89.0,65660.0,82922.0,https://anaconda.org/conda-forge/asv,2023-10-03 19:44:19.217,759515.0,2.0,160.0,,,,,,,,,,,,,,,,,,
+102,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2023-12-03 13:55:50.000,2023-12-03 13:55:50,149.0,1.0,56.0,17.0,60.0,45.0,616.0,2022-01-24 01:14:49.000,0.7.0,13.0,24.0,31,True,,14.0,mccabe,conda-forge/mccabe,,436089.0,420083.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,16006.0,25903364.0,25988762.0,https://anaconda.org/conda-forge/mccabe,2023-06-16 13:17:55.573,7771224.0,2.0,,,,,,,,,,,,,,,,,,,
+103,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 06:35:15.000,2024-01-09 10:07:10.754,2023-11-04 22:55:07,654.0,24.0,119.0,16.0,198.0,169.0,576.0,2023-10-23 13:09:34.000,2.5.5,56.0,70.0,31,True,pylint-dev/pylint-django,58.0,pylint-django,conda-forge/pylint-django,['pylint'],29521.0,28337.0,https://pypi.org/project/pylint-django,2023-10-23 13:09:34.000,1184.0,1057914.0,1062562.0,https://anaconda.org/conda-forge/pylint-django,2024-01-09 10:07:10.754,176470.0,2.0,278.0,,,,,,,,,,,,,,,,,,
+104,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 21:49:44.000,2023-12-06 12:44:17.102,2023-12-06 10:37:23,778.0,31.0,35.0,6.0,54.0,149.0,232.0,2023-12-06 10:37:48.000,0.38.1,91.0,26.0,31,True,,22.0,griffe,conda-forge/griffe,,4126.0,4080.0,https://pypi.org/project/griffe,2023-12-06 10:37:48.000,46.0,704709.0,713885.0,https://anaconda.org/conda-forge/griffe,2023-12-06 12:44:17.102,201872.0,2.0,,,,,,,,,,,,,,,,,,,
+105,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 13:05:10.000,2024-01-11 14:15:19.000,2024-01-11 14:07:54,2751.0,118.0,322.0,45.0,1557.0,1116.0,5685.0,2023-12-21 16:59:19.000,2023.12.21,118.0,146.0,30,True,,483.0,,conda-forge/mamba,,,,,,,,230305.0,https://anaconda.org/conda-forge/mamba,2023-12-21 18:03:09.663,10133427.0,3.0,,,,,,,,,,,,,,,,,,,
+106,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 08:26:59.000,2023-12-29 17:39:35.000,2023-12-21 13:05:26,996.0,4.0,378.0,41.0,492.0,395.0,3287.0,2023-07-19 09:04:00.000,3.3.0,43.0,129.0,30,True,,195.0,factory_boy,conda-forge/factory_boy,,843.0,,https://pypi.org/project/factory_boy,2023-07-19 09:04:00.000,843.0,2736078.0,2739578.0,https://anaconda.org/conda-forge/factory_boy,2023-07-19 13:42:09.417,140038.0,3.0,,,,,,,,,,,,,,,,,,,
+107,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 21:22:27.000,2023-12-16 18:29:03.000,2023-12-09 12:48:14,1182.0,8.0,125.0,33.0,275.0,276.0,2058.0,2023-05-14 14:50:50.819,3.9.0,49.0,70.0,30,True,,132.0,flit,conda-forge/flit,,2196.0,1682.0,https://pypi.org/project/flit,2023-05-14 14:50:50.819,514.0,249286.0,251387.0,https://anaconda.org/conda-forge/flit,2023-06-16 13:24:46.150,174423.0,3.0,,,,,,,,,,,,,,,,,,,
+108,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,,147.0,28.0,84.0,130.0,1788.0,2023-03-09 15:41:00.602,0.13.13,46.0,58.0,30,True,,63.0,ipdb,conda-forge/ipdb,,61009.0,52003.0,https://pypi.org/project/ipdb,2023-03-09 15:41:00.602,9006.0,1970360.0,1975143.0,https://anaconda.org/conda-forge/ipdb,2023-06-16 13:21:31.191,430557.0,2.0,,,,,,,,,,,,,,,,,,,
+109,doit,pydoit/doit,build-tools,task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2023-10-21 22:19:38.000,2023-01-16 03:40:03,1483.0,,170.0,48.0,163.0,218.0,1741.0,2022-04-22 15:33:23.000,0.36.0,48.0,65.0,30,True,,85.0,doit,conda-forge/doit,,1978.0,1681.0,https://pypi.org/project/doit,2022-04-22 15:33:23.000,297.0,438558.0,441942.0,https://anaconda.org/conda-forge/doit,2023-06-16 13:22:52.551,247037.0,3.0,,,,,,,,,,,,,,,,,,,
+110,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 20:46:30.000,2023-12-24 18:05:39.000,2023-12-18 14:36:24,755.0,36.0,71.0,15.0,90.0,60.0,1314.0,2023-12-07 08:53:23.000,1.6.0,24.0,31.0,30,True,,20.0,yappi,conda-forge/yappi,,1433.0,1082.0,https://pypi.org/project/yappi,2023-12-07 08:53:23.000,351.0,1546306.0,1550583.0,https://anaconda.org/conda-forge/yappi,2023-12-07 11:50:22.080,166809.0,2.0,,,,,,,,,,,,,,,,,,,
+111,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 04:02:58.000,2023-12-31 15:52:09.000,2023-11-02 07:06:53,544.0,3.0,141.0,24.0,422.0,275.0,1167.0,2023-04-23 01:43:49.000,2023.04.22,25.0,91.0,30,True,wntrblm/nox,60.0,nox,conda-forge/nox,['pytest'],4852.0,4852.0,https://pypi.org/project/nox,,,841443.0,847264.0,https://anaconda.org/conda-forge/nox,2023-09-25 20:41:36.795,250342.0,3.0,,,,,,,,,,,,,,,,,,,
+112,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 10:55:33.000,2024-01-07 16:46:27.000,2023-12-15 12:49:52,1016.0,12.0,111.0,19.0,76.0,88.0,1159.0,2022-10-25 21:23:01.695,4.0.0,43.0,41.0,30,True,,100.0,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],8863.0,8108.0,https://pypi.org/project/pytest-benchmark,2022-10-25 21:23:01.695,755.0,762405.0,783034.0,https://anaconda.org/conda-forge/pytest-benchmark,2023-06-16 13:15:49.392,1939219.0,3.0,,,,,,,,,,,,,,,,,,,
+113,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 17:57:56.000,2024-01-08 18:44:03.000,2024-01-08 18:44:03,1682.0,44.0,199.0,27.0,456.0,463.0,788.0,2023-10-02 15:08:38.000,8.0.4,55.0,131.0,30,True,,79.0,setuptools_scm,conda-forge/setuptools_scm,,,,https://pypi.org/project/setuptools_scm,,,20473761.0,20521033.0,https://anaconda.org/conda-forge/setuptools_scm,2023-10-04 14:19:42.239,2080010.0,3.0,,,,,,,,,,,,,,,,,,,
+114,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 20:48:39.000,2024-01-08 20:15:06.000,2023-08-14 16:01:13,475.0,,190.0,8.0,228.0,146.0,536.0,2021-11-11 21:00:03.000,3.3.1,42.0,64.0,30,True,,15.0,coveralls,conda-forge/coveralls,['pytest'],42344.0,32794.0,https://pypi.org/project/coveralls,2021-11-11 21:00:03.000,9550.0,487242.0,499751.0,https://anaconda.org/conda-forge/coveralls,2023-06-16 13:24:40.028,1050796.0,3.0,,,,,,,,,,,,,,,,,,,
+115,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2024-01-03 06:36:38.303,2024-01-03 04:38:36,234.0,4.0,111.0,21.0,63.0,45.0,430.0,2024-01-03 04:48:41.000,1.7.1,33.0,38.0,30,True,,13.0,ddt,conda-forge/ddt,,6793.0,5447.0,https://pypi.org/project/ddt,2024-01-03 04:48:41.000,1346.0,483973.0,489650.0,https://anaconda.org/conda-forge/ddt,2024-01-03 06:36:38.303,90840.0,3.0,,,,,,,,,,,,,,,,,,,
+116,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 19:25:34.000,2023-12-22 19:33:33.000,2023-11-03 11:07:13,382.0,14.0,100.0,8.0,95.0,56.0,161.0,2023-11-03 11:07:04.000,6.1.1,43.0,38.0,30,True,,1.0,flake8-isort,conda-forge/flake8-isort,['flake8'],25798.0,25040.0,https://pypi.org/project/flake8-isort,2023-11-03 11:07:04.000,758.0,1092099.0,1093458.0,https://anaconda.org/conda-forge/flake8-isort,2023-11-03 12:57:59.437,57082.0,2.0,,,,,,,,,,,,,,,,,,,
+117,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 03:19:25.000,2024-01-11 03:11:48.000,2023-10-18 07:06:19,437.0,6.0,483.0,165.0,160.0,172.0,9549.0,2023-10-18 16:33:47.000,0.15.2.0,10.0,44.0,29,True,,145.0,gdbgui,,,342.0,342.0,https://pypi.org/project/gdbgui,,,12847.0,13242.0,,,,2.0,16616.0,,,,,,,,,,,,,,,,,,
+118,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 20:49:52.000,2023-12-19 16:16:05.000,2023-11-13 17:13:13,776.0,13.0,341.0,78.0,413.0,214.0,2282.0,2023-11-13 17:17:13.000,10.0.0,15.0,136.0,29,True,,126.0,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],11.0,,https://pypi.org/project/pytest-testinfra,2023-11-13 17:17:13.000,11.0,318288.0,318698.0,https://anaconda.org/conda-forge/pytest-testinfra,2023-11-19 14:00:16.233,14792.0,3.0,,,,,,,,,,,,,,,,,,,
+119,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 18:58:58.000,2024-01-04 18:22:31.000,2023-10-06 10:02:00,544.0,,111.0,34.0,93.0,145.0,1564.0,2023-03-26 06:25:00.948,6.0.1,56.0,60.0,29,True,,23.0,radon,conda-forge/radon,,5324.0,4666.0,https://pypi.org/project/radon,2023-03-26 06:25:00.948,658.0,366262.0,367171.0,https://anaconda.org/conda-forge/radon,2023-06-16 13:24:51.939,68196.0,2.0,,,,,,,,,,,,,,,,,,,
+120,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,,70.0,18.0,161.0,91.0,1188.0,2023-04-10 11:18:29.000,0.9.7,29.0,50.0,29,True,,24.0,pytest-sugar,conda-forge/pytest-sugar,['pytest'],26657.0,23823.0,https://pypi.org/project/pytest-sugar,2023-04-10 11:17:46.295,2834.0,904160.0,909806.0,https://anaconda.org/conda-forge/pytest-sugar,2023-07-02 12:36:24.393,225805.0,3.0,12.0,,,,,,,,,,,,,,,,,,
+121,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2023-12-28 18:16:08.000,2023-09-06 00:31:07,265.0,,98.0,24.0,110.0,78.0,759.0,2019-12-10 01:50:33.000,0.8.1,14.0,33.0,29,True,,40.0,astor,conda-forge/astor,,2219.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,2219.0,4405888.0,4433700.0,https://anaconda.org/conda-forge/astor,2023-06-16 13:23:08.435,2252812.0,1.0,,,,,,,,,,,,,,,,,,,
+122,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 15:48:10.000,2024-01-08 20:43:25.000,2023-12-31 11:31:08,608.0,16.0,31.0,5.0,539.0,54.0,557.0,2023-08-15 18:04:57.000,3.15.0,33.0,20.0,29,True,,7.0,pytest-randomly,conda-forge/pytest-randomly,,8039.0,7743.0,https://pypi.org/project/pytest-randomly,2023-08-15 18:04:57.000,296.0,1261648.0,1268008.0,https://anaconda.org/conda-forge/pytest-randomly,2023-08-15 20:36:31.270,171721.0,3.0,,,,,,,,,,,,,,,,,,,
+123,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 18:57:12.000,2023-11-13 14:46:14.052,2021-06-11 10:22:09,273.0,,41.0,10.0,36.0,52.0,520.0,2021-06-11 10:24:04.382,15.0.1,63.0,16.0,29,False,,31.0,coloredlogs,anaconda/coloredlogs,,35560.0,33451.0,https://pypi.org/project/coloredlogs,2021-06-11 10:24:04.382,2109.0,14292009.0,14292173.0,https://anaconda.org/anaconda/coloredlogs,2023-11-13 14:46:14.052,12465.0,3.0,,,,,,,,,,,,,,,,,,,
+124,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 17:09:56.000,2023-12-23 17:28:26.000,2023-12-21 21:19:44,305.0,10.0,67.0,21.0,65.0,53.0,495.0,2022-04-20 19:59:44.000,2021.03.14,4.0,26.0,29,True,,26.0,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],21379.0,21379.0,https://pypi.org/project/sphinx-autobuild,,,409285.0,412143.0,https://anaconda.org/conda-forge/sphinx-autobuild,2023-06-16 13:21:20.882,231501.0,2.0,,,,,,,,,,,,,,,,,,,
+125,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 18:32:52.000,2023-11-07 04:28:34.000,2023-11-07 04:28:34,266.0,8.0,152.0,16.0,130.0,79.0,479.0,2022-12-19 20:46:55.580,0.13.3,27.0,36.0,29,False,,18.0,pep8-naming,conda-forge/pep8-naming,,53288.0,51389.0,https://pypi.org/project/pep8-naming,2022-12-19 20:46:55.580,1899.0,1343199.0,1346985.0,https://anaconda.org/conda-forge/pep8-naming,2023-06-16 13:15:30.349,359745.0,2.0,,,,,,,,,,,,,,,,,,,
+126,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 12:15:56.000,2024-01-08 18:18:43.000,2023-12-31 11:31:02,576.0,16.0,21.0,7.0,495.0,51.0,457.0,2023-07-10 12:46:08.000,3.14.0,39.0,15.0,29,True,,4.0,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],26645.0,25932.0,https://pypi.org/project/flake8-comprehensions,2023-07-10 12:46:08.000,713.0,805038.0,822939.0,https://anaconda.org/conda-forge/flake8-comprehensions,2023-07-17 21:11:54.892,769778.0,2.0,,,,,,,,,,,,,,,,,,,
+127,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 08:22:26.000,2023-11-06 14:59:28.000,2023-11-06 14:59:27,469.0,2.0,29.0,10.0,42.0,25.0,287.0,2020-12-27 11:10:13.000,0.5.4,19.0,10.0,29,True,,15.0,executing,conda-forge/executing,,139795.0,139795.0,https://pypi.org/project/executing,,,18155803.0,18416374.0,https://anaconda.org/conda-forge/executing,2023-10-29 11:48:33.889,10162286.0,1.0,,,,,,,,,,,,,,,,,,,
+128,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2024-01-09 15:18:40.000,2024-01-09 15:18:40,595.0,9.0,145.0,35.0,306.0,137.0,260.0,2023-09-26 00:24:32.000,1.6.0,27.0,81.0,29,False,,80.0,numpydoc,conda-forge/numpydoc,['sphinx'],46835.0,41967.0,https://pypi.org/project/numpydoc,2023-09-26 00:24:32.000,4868.0,438539.0,488913.0,https://anaconda.org/conda-forge/numpydoc,2023-12-08 17:48:59.802,2216493.0,2.0,,,,,,,,,,,,,,,,,,,
+129,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2023-12-27 17:07:53.000,2022-12-04 22:09:17,262.0,,169.0,50.0,53.0,71.0,8092.0,2022-07-21 09:20:01.329,2.1.3,17.0,21.0,28,False,,49.0,icecream,conda-forge/icecream,,197.0,21.0,https://pypi.org/project/icecream,2022-07-21 09:20:01.329,176.0,251796.0,252691.0,https://anaconda.org/conda-forge/icecream,2023-06-16 19:25:30.341,29562.0,3.0,,,,,,,,,,,,,,,,,,,
+130,xonsh,xonsh/xonsh,shell,"Python-powered, cross-platform, Unix-gazing shell.",,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,,2015-01-21 22:05:27.000,2024-01-08 17:44:03.000,2023-12-31 15:08:28,10484.0,18.0,603.0,105.0,2595.0,2206.0,7467.0,2023-12-05 15:56:43.000,0.14.3,100.0,320.0,28,False,,280.0,xonsh,,,,,https://pypi.org/project/xonsh,,,19782.0,19877.0,,,,1.0,9560.0,,,,,,,,,,,,,,,,,,
+131,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 23:32:13.000,2023-12-07 18:19:12.000,2023-01-21 22:38:30,6697.0,,210.0,62.0,130.0,236.0,5014.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,28,True,,324.0,pyoxidizer,,,152.0,150.0,https://pypi.org/project/pyoxidizer,2023-01-02 16:18:55.910,2.0,8778.0,9048.0,,,,3.0,12995.0,,,,,,,,,,,,,,,,,,
+132,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,,1356.0,101.0,3152.0,2374.0,3506.0,2017-05-30 10:07:57.000,0.11.1,731.0,483.0,28,False,,835.0,coala-bears,,,121.0,13.0,https://pypi.org/project/coala-bears,2017-11-10 21:09:42.601,108.0,4852.0,4853.0,,,,2.0,176.0,,,,,,,,,,,,,,,,,,
+133,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2024-01-08 17:37:39.000,2022-07-14 07:40:12,517.0,,99.0,30.0,362.0,67.0,2565.0,2022-02-10 14:51:38.000,1.3.3,31.0,19.0,28,False,,43.0,notifiers,conda-forge/notifiers,,1180.0,1156.0,https://pypi.org/project/notifiers,2022-02-10 14:51:38.000,24.0,655786.0,656748.0,https://anaconda.org/conda-forge/notifiers,2023-06-16 19:23:52.875,35618.0,3.0,,,,,,,,,,,,,,,,,,,
+134,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 23:32:13.000,2023-11-01 17:50:44.000,2023-11-01 17:50:44,3337.0,1.0,600.0,90.0,534.0,170.0,1725.0,2016-11-25 22:13:29.000,4.0.515,36.0,387.0,28,True,,135.0,diamond,,,195.0,161.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,34.0,5232.0,5232.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+135,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 13:42:16.000,2023-11-07 10:47:13.000,2022-07-14 18:31:38,706.0,,67.0,19.0,322.0,126.0,1220.0,2021-07-09 22:22:20.000,0.10.3,26.0,41.0,28,False,,98.0,pdbpp,conda-forge/pdbpp,,6066.0,5335.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000,731.0,253582.0,254978.0,https://anaconda.org/conda-forge/pdbpp,2023-06-16 13:25:41.484,107548.0,3.0,,,,,,,,,,,,,,,,,,,
+136,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 03:40:17.000,2024-01-10 04:09:39.000,2024-01-10 04:09:32,630.0,10.0,77.0,14.0,176.0,74.0,835.0,2023-09-01 06:20:05.000,2.2.1,59.0,38.0,28,True,PyCQA/autoflake,38.0,autoflake,conda-forge/autoflake,,782.0,,https://pypi.org/project/autoflake,2023-09-01 06:19:21.000,782.0,1348204.0,1357307.0,https://anaconda.org/conda-forge/autoflake,2023-06-16 16:14:56.765,518906.0,2.0,,,,,,,,,,,,,,,,,,,
+137,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 20:08:18.000,2023-12-22 20:33:51.000,2023-12-05 02:58:34,1101.0,10.0,80.0,26.0,80.0,174.0,781.0,2022-09-21 00:00:55.818,3.4.3,145.0,39.0,28,True,,8.0,green,conda-forge/green,,241.0,,https://pypi.org/project/green,2022-09-21 00:00:55.818,241.0,14621.0,17789.0,https://anaconda.org/conda-forge/green,2023-09-28 06:00:07.530,133088.0,3.0,,,,,,,,,,,,,,,,,,,
+138,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2024-01-09 08:18:16.000,2024-01-09 08:18:11,648.0,9.0,106.0,25.0,160.0,65.0,732.0,2023-10-22 15:51:05.000,V2.1.0,25.0,43.0,28,False,,21.0,pyhamcrest,conda-forge/pyhamcrest,,38337.0,36482.0,https://pypi.org/project/pyhamcrest,2023-10-22 15:47:25.000,1855.0,1211526.0,1216730.0,https://anaconda.org/conda-forge/pyhamcrest,2023-06-16 13:17:20.732,478842.0,3.0,,,,,,,,,,,,,,,,,,,
+139,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 21:47:18.000,2024-01-04 13:26:22.000,2022-11-08 15:07:52,1711.0,,172.0,54.0,277.0,233.0,567.0,2023-02-03 17:52:32.253,2.13.7,125.0,93.0,28,False,,134.0,zc.buildout,conda-forge/zc.buildout,,1046.0,,https://pypi.org/project/zc.buildout,2023-02-03 17:52:32.253,1046.0,33909.0,35039.0,https://anaconda.org/conda-forge/zc.buildout,2023-06-16 19:27:31.340,31651.0,3.0,,,,,,,,,,,,7.0,,,,,,,
+140,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 21:09:28.000,2023-12-08 14:15:04.000,2023-12-06 17:49:22,1073.0,2.0,70.0,33.0,7.0,,233.0,2023-12-08 14:15:04.000,6.1.0,41.0,187.0,28,True,,,hacking,,['flake8'],4400.0,,https://pypi.org/project/hacking,2023-12-08 14:15:04.000,4400.0,79293.0,79293.0,,,,2.0,,,,,,,,,,,,9.0,,,,,,,
+141,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,,56.0,20.0,109.0,86.0,225.0,2023-07-04 18:38:08.820,1.5.5,35.0,26.0,28,True,,1.0,typed_ast,conda-forge/typed-ast,,5551.0,,https://pypi.org/project/typed_ast,2023-07-04 18:38:08.820,5551.0,6167687.0,6327540.0,https://anaconda.org/conda-forge/typed-ast,2023-09-22 19:48:21.052,6234286.0,2.0,,,,,,,,,,,,,,,,,,,
+142,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,,50.0,9.0,37.0,22.0,211.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,28,False,,25.0,astunparse,conda-forge/astunparse,,97824.0,97348.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,476.0,7524267.0,7550394.0,https://anaconda.org/conda-forge/astunparse,2023-06-16 13:24:50.388,2064105.0,2.0,,,,,,,,,,,,,,,,,,,
+143,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 00:05:08.000,2024-01-07 17:41:18.000,2022-12-19 16:44:44,108.0,,39.0,5.0,66.0,44.0,170.0,2022-12-19 16:50:01.696,3.3.2,41.0,32.0,28,False,,8.0,flake8-quotes,conda-forge/flake8-quotes,['flake8'],21513.0,20581.0,https://pypi.org/project/flake8-quotes,2022-12-19 16:50:01.696,932.0,579154.0,586957.0,https://anaconda.org/conda-forge/flake8-quotes,2023-06-16 13:20:50.267,686689.0,2.0,,,,,,,,,,,,,,,,,,,
+144,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 10:39:07.000,2023-12-19 18:16:42.000,2023-12-19 18:16:42,104.0,7.0,31.0,13.0,48.0,33.0,132.0,2023-04-29 19:44:01.995,0.5.4,21.0,10.0,28,True,,2.0,gast,conda-forge/gast,,144623.0,142658.0,https://pypi.org/project/gast,2023-04-29 19:44:01.995,1965.0,12756236.0,12818622.0,https://anaconda.org/conda-forge/gast,2023-07-03 07:21:35.215,2557838.0,2.0,,,,,,,,,,,,,,,,,,,
+145,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 17:41:25.000,2023-11-18 22:04:00.000,2022-03-06 14:20:17,408.0,,384.0,155.0,72.0,228.0,9723.0,,,8.0,35.0,27,False,,78.0,bpytop,conda-forge/bpytop,,168.0,168.0,https://pypi.org/project/bpytop,,,5096.0,5532.0,https://anaconda.org/conda-forge/bpytop,2023-06-16 19:24:35.135,15272.0,3.0,,,,,,,,,,,,,,,,,,,
+146,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 11:56:14.000,2023-10-23 14:35:37.000,2023-10-23 14:35:37,718.0,2.0,371.0,80.0,162.0,115.0,4110.0,2022-11-15 17:59:01.069,0.61.0,59.0,103.0,27,True,,131.0,memory_profiler,conda-forge/memory_profiler,,263.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,263.0,888201.0,892400.0,https://anaconda.org/conda-forge/memory_profiler,2023-06-16 13:17:34.885,386327.0,3.0,,,,,,,,,,,,7.0,,,,,,,
+147,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 22:26:33.000,2023-12-15 01:50:13.000,2023-12-05 18:58:24,421.0,24.0,110.0,14.0,160.0,52.0,2301.0,2023-11-03 00:10:48.000,4.1.2,30.0,43.0,27,True,,41.0,line_profiler,conda-forge/line_profiler,,103.0,,https://pypi.org/project/line_profiler,2023-11-03 00:10:48.000,103.0,341983.0,353967.0,https://anaconda.org/conda-forge/line_profiler,2023-09-27 21:27:52.775,455407.0,3.0,,,,,,,,,,,,,,,,,,,
+148,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 13:22:56.000,2023-11-27 10:30:19.000,2023-11-15 15:09:44,591.0,1.0,131.0,32.0,307.0,119.0,1573.0,2022-12-08 19:10:01.428,2.3.5,56.0,41.0,27,True,,62.0,safety,conda-forge/safety,,458.0,30.0,https://pypi.org/project/safety,2023-11-15 15:24:21.000,428.0,895032.0,906466.0,https://anaconda.org/conda-forge/safety,2023-06-16 16:15:06.955,88403.0,3.0,453400.0,,,,,,,,,,,,,,,,,,
+149,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 22:12:25.000,2024-01-10 11:10:34.000,2023-10-11 03:48:44,905.0,,56.0,25.0,123.0,73.0,1161.0,2023-10-11 03:48:57.000,1.25.0,52.0,24.0,27,True,,35.0,wily,,,218.0,209.0,https://pypi.org/project/wily,2023-10-11 03:48:57.000,9.0,14867.0,14867.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+150,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 23:35:16.000,2023-11-15 19:49:03.000,2022-07-24 14:45:54,478.0,,86.0,10.0,61.0,53.0,1118.0,2021-12-22 16:55:15.000,1.0.1,17.0,29.0,27,False,,56.0,pympler,conda-forge/pympler,,359.0,,https://pypi.org/project/pympler,2021-12-22 16:55:15.000,359.0,1063648.0,1068459.0,https://anaconda.org/conda-forge/pympler,2023-06-16 13:20:11.899,394579.0,3.0,,,,,,,,,,,,,,,,,,,
+151,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 02:32:40.000,2024-01-04 17:57:04.000,2022-12-21 03:55:00,575.0,,144.0,8.0,121.0,205.0,1051.0,2021-08-03 14:51:19.000,0.10.0,34.0,58.0,27,False,,123.0,pdoc3,anaconda/pdoc3,,4061.0,3810.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000,251.0,142565.0,142600.0,https://anaconda.org/anaconda/pdoc3,2023-06-16 16:19:13.966,1785.0,3.0,,,,,,,,,,,,,,,,,,,
+152,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,MIT,2015-02-02 14:21:10.000,2023-12-05 07:38:40.000,2023-11-23 12:41:05,375.0,9.0,50.0,17.0,79.0,126.0,751.0,2023-11-07 09:57:34.000,2.1.0,50.0,24.0,27,True,,24.0,pytest-testmon,conda-forge/pytest-testmon,['pytest'],1204.0,1204.0,https://pypi.org/project/pytest-testmon,,,132681.0,133254.0,https://anaconda.org/conda-forge/pytest-testmon,2023-06-16 16:09:13.484,40684.0,3.0,,,,,,,,,,,,,,,,,,,
+153,breathe,michaeljones/breathe,documentation,ReStructuredText and Sphinx bridge to Doxygen.,,https://github.com/breathe-doc/breathe,https://github.com/breathe-doc/breathe,,2009-02-03 18:52:25.000,2023-12-22 11:58:12.000,2023-10-24 08:23:51,1761.0,1.0,186.0,20.0,367.0,400.0,708.0,2023-03-31 19:07:42.000,4.35.0,42.0,107.0,27,False,breathe-doc/breathe,177.0,breathe,conda-forge/breathe,,12025.0,12025.0,https://pypi.org/project/breathe,,,218663.0,230918.0,https://anaconda.org/conda-forge/breathe,2023-07-04 04:52:22.769,526277.0,3.0,560.0,,,,,,,,,,,-2.0,,,,,,,
+154,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 02:48:01.000,2024-01-08 18:17:55.000,2023-12-31 11:30:57,386.0,14.0,40.0,9.0,241.0,63.0,583.0,2023-08-16 08:58:38.000,1.16.0,26.0,19.0,27,True,adamchainz/blacken-docs,12.0,blacken-docs,conda-forge/blacken-docs,,876.0,822.0,https://pypi.org/project/blacken-docs,2023-08-16 08:58:38.000,54.0,106643.0,107428.0,https://anaconda.org/conda-forge/blacken-docs,2023-08-16 10:40:14.275,32998.0,3.0,,,,,,,,,,,,,,,,,,,
+155,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,,41.0,7.0,61.0,95.0,482.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,27,False,,71.0,darglint,conda-forge/darglint,,20380.0,20226.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,154.0,326813.0,328405.0,https://anaconda.org/conda-forge/darglint,2023-06-16 16:17:00.951,82787.0,3.0,,,,,,,,,,,,,,,,,,,
+156,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 14:40:55.000,2023-11-03 14:34:37.000,2023-11-03 14:34:37,258.0,1.0,25.0,14.0,35.0,5.0,431.0,2023-06-07 07:37:46.000,1.1.2,41.0,14.0,27,True,explosion/wasabi,4.0,wasabi,conda-forge/wasabi,,39518.0,39189.0,https://pypi.org/project/wasabi,2023-06-07 07:36:02.865,329.0,4863655.0,4885014.0,https://anaconda.org/conda-forge/wasabi,2023-06-07 10:00:19.970,1260212.0,3.0,,,,,,,,,,,,,,,,,,,
+157,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 14:25:24.000,2024-01-08 19:36:25.000,2023-12-31 16:40:27,866.0,45.0,21.0,5.0,509.0,82.0,375.0,2023-12-31 16:40:33.000,0.35.0,53.0,16.0,27,True,,47.0,nitpick,,['flake8'],1291.0,1278.0,https://pypi.org/project/nitpick,2023-12-31 16:40:30.000,13.0,52037.0,52037.0,,,,3.0,5.0,,,,,,,,,,,,,,,,,,
+158,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 06:58:51.000,2024-01-05 07:22:01.000,2024-01-05 07:21:58,380.0,9.0,14.0,5.0,265.0,31.0,305.0,2023-05-31 09:59:03.360,1.5.0,16.0,16.0,27,True,,19.0,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],18135.0,18008.0,https://pypi.org/project/flake8-eradicate,2023-05-31 09:59:03.360,127.0,471624.0,472027.0,https://anaconda.org/conda-forge/flake8-eradicate,2023-06-01 15:43:14.086,13321.0,3.0,,,,,,,,,,,,,,,,,,,
+159,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 00:26:51.000,2023-12-22 19:31:19.000,2023-12-09 22:44:55,325.0,29.0,22.0,4.0,73.0,46.0,108.0,2023-11-03 08:51:01.000,2.2.0,28.0,18.0,27,True,,1.0,flake8-builtins,conda-forge/flake8-builtins,['flake8'],10554.0,10033.0,https://pypi.org/project/flake8-builtins,2023-11-03 08:51:01.000,521.0,578509.0,594002.0,https://anaconda.org/conda-forge/flake8-builtins,2023-11-03 15:56:08.359,232406.0,3.0,,,,,,,,,,,,,,,,,,,
+160,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 00:19:00.000,2024-01-10 02:28:02.000,2024-01-10 02:27:58,338.0,3.0,163.0,54.0,142.0,138.0,4444.0,2023-03-20 14:10:04.829,23.3.0,23.0,48.0,26,True,,42.0,monkeytype,conda-forge/monkeytype,,29.0,,https://pypi.org/project/monkeytype,2023-03-20 14:10:04.829,29.0,81890.0,82671.0,https://anaconda.org/conda-forge/monkeytype,2023-06-16 16:09:34.593,56233.0,2.0,,,,,,,,,,,,,,,,,,,
+161,rebound,shobrook/rebound,logging,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,,https://github.com/shobrook/rebound,https://github.com/shobrook/rebound,MIT,2018-02-28 04:47:03.000,2024-01-05 17:54:01.155,2022-02-16 05:16:40,168.0,,383.0,77.0,41.0,38.0,4048.0,2024-01-05 16:20:49.000,4.0.3,214.0,16.0,26,False,,24.0,rebound,conda-forge/rebound,,48.0,24.0,https://pypi.org/project/rebound,2024-01-05 16:20:49.000,24.0,9426.0,16782.0,https://anaconda.org/conda-forge/rebound,2024-01-05 17:54:01.155,323538.0,3.0,236.0,,,,,,,,,,,,,,,,,,
+162,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,,636.0,158.0,35.0,119.0,1978.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,26,False,,183.0,uiautomator,,,328.0,260.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,68.0,19369.0,19369.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+163,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2023-11-27 07:51:58.000,2023-11-24 20:16:12,210.0,6.0,36.0,8.0,36.0,24.0,1263.0,2023-11-24 20:12:24.000,0.2.11,20.0,7.0,26,True,,9.0,stackprinter,conda-forge/stackprinter,,353.0,322.0,https://pypi.org/project/stackprinter,2023-11-24 20:12:24.000,31.0,283999.0,284163.0,https://anaconda.org/conda-forge/stackprinter,2023-06-16 16:15:48.838,9069.0,3.0,,,,,,,,,,,,,,,,,,,
+164,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2023-10-26 13:50:09.000,2022-08-08 11:25:05,700.0,,102.0,20.0,98.0,95.0,1034.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,26,False,,56.0,pylama,,,6910.0,6230.0,https://pypi.org/project/pylama,2022-08-08 11:29:01.059,680.0,135436.0,135436.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+165,Mamba Test Runner,nestorsalceda/mamba,testing,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,,https://github.com/nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2023-11-09 15:31:43.000,2023-11-09 15:30:55,473.0,3.0,64.0,23.0,86.0,52.0,513.0,2023-11-09 15:31:52.000,0.11.3,8.0,23.0,26,True,,28.0,mamba,,,901.0,901.0,https://pypi.org/project/mamba,,,4485.0,4485.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+166,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2023-12-29 21:15:34.000,2023-04-16 21:21:14,535.0,,83.0,13.0,87.0,93.0,458.0,2017-12-31 01:13:41.000,1.3.4,28.0,46.0,26,True,,41.0,paver,conda-forge/paver,,961.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,961.0,60124.0,60450.0,https://anaconda.org/conda-forge/paver,2023-06-16 13:19:05.560,28075.0,3.0,,,,,,,,,,,,10.0,,,,,,,
+167,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,,118.0,26.0,221.0,161.0,1761.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,25,False,,107.0,dephell,,,842.0,825.0,https://pypi.org/project/dephell,2020-04-28 06:31:03.273,17.0,1744.0,1748.0,,,,3.0,254.0,,,,,,,,,,,,,,,,,,
+168,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 18:46:23.000,2024-01-05 22:16:39.000,2023-09-07 16:41:57,207.0,,89.0,28.0,122.0,77.0,1663.0,2023-09-07 16:49:17.000,1.0.4,61.0,39.0,25,True,,43.0,shiv,,,13.0,,https://pypi.org/project/shiv,2023-09-07 16:47:11.000,13.0,19005.0,19017.0,,,,3.0,650.0,,,,,,,,,,,,,,,,,,
+169,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,,55.0,12.0,49.0,44.0,715.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,25,False,,51.0,pytest-watch,conda-forge/pytest-watch,['pytest'],9838.0,9141.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,697.0,282795.0,285198.0,https://anaconda.org/conda-forge/pytest-watch,2023-09-28 21:11:23.665,96158.0,3.0,,,,,,,,,,,,,,,,,,,
+170,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2024-01-09 10:11:45.000,2023-10-15 16:08:38,586.0,2.0,57.0,9.0,123.0,129.0,478.0,2023-07-12 01:47:02.331,1.7.5,62.0,30.0,25,True,PyCQA/docformatter,19.0,docformatter,conda-forge/docformatter,,3445.0,3284.0,https://pypi.org/project/docformatter,2023-07-12 01:47:02.331,161.0,354511.0,357226.0,https://anaconda.org/conda-forge/docformatter,2023-07-18 03:59:16.364,108599.0,3.0,11.0,,,,,,,,,,,,,,,,,,
+171,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 06:52:50.000,2024-01-11 12:31:19.000,2024-01-11 12:31:14,1145.0,10.0,164.0,33.0,412.0,303.0,430.0,2023-10-23 21:44:20.000,3.5.0,44.0,70.0,25,True,,30.0,,constructor,,17.0,17.0,,,,,107.0,https://anaconda.org/anaconda/constructor,2023-12-12 17:15:44.014,9732.0,3.0,276.0,,,,,,,,,,,,,,,,,,
+172,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,,2020-01-14 11:27:41.000,2024-01-08 16:46:38.000,2023-04-16 08:34:06,854.0,,33.0,13.0,30.0,307.0,292.0,2022-12-28 12:12:07.000,0.28.5,7.0,31.0,25,False,,178.0,py2app,,,4658.0,4658.0,https://pypi.org/project/py2app,,,19190.0,19190.0,,,,3.0,,,,,,,,,,,,-2.0,,,,,,,
+173,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 15:27:20.000,2023-12-18 11:42:17.000,2023-12-18 11:40:52,570.0,2.0,39.0,7.0,71.0,77.0,283.0,,,43.0,22.0,25,True,,20.0,check-manifest,conda-forge/check-manifest,,13039.0,9790.0,https://pypi.org/project/check-manifest,2022-12-05 08:17:08.785,3249.0,162695.0,164486.0,https://anaconda.org/conda-forge/check-manifest,2023-06-16 16:12:23.756,109253.0,3.0,,,,,,,,,,,,,,,,,,,
+174,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,,33.0,9.0,97.0,53.0,234.0,2022-12-18 18:49:02.248,0.10.3,23.0,16.0,25,True,realpython/pytest-mypy,10.0,pytest-mypy,conda-forge/pytest-mypy,['pytest'],4356.0,3853.0,https://pypi.org/project/pytest-mypy,2022-12-18 18:49:02.248,503.0,213020.0,215005.0,https://anaconda.org/conda-forge/pytest-mypy,2023-06-16 19:18:02.883,93296.0,3.0,,,,,,,,,,,,,,,,,,,
+175,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2023-11-07 20:23:38.000,2023-08-12 17:19:26,116.0,,21.0,6.0,17.0,28.0,230.0,2023-08-12 17:24:35.000,0.9.1,22.0,10.0,25,True,,8.0,xenon,conda-forge/xenon,,1263.0,1175.0,https://pypi.org/project/xenon,2023-08-12 17:24:35.000,88.0,131426.0,131719.0,https://anaconda.org/conda-forge/xenon,2023-06-16 13:23:09.938,22011.0,3.0,,,,,,,,,,,,,,,,,,,
+176,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 14:40:26.000,2024-01-01 16:26:19.000,2023-11-07 13:52:10,172.0,3.0,11.0,2.0,54.0,23.0,163.0,2022-12-20 09:31:01.407,0.3.6,20.0,10.0,25,True,,6.0,flake8-black,conda-forge/flake8-black,['flake8'],7766.0,7487.0,https://pypi.org/project/flake8-black,2022-12-20 09:31:01.407,279.0,659915.0,668276.0,https://anaconda.org/conda-forge/flake8-black,2023-06-16 16:15:31.454,459898.0,3.0,,,,,,,,,,,,,,,,,,,
+177,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,,28.0,4.0,38.0,26.0,127.0,2021-10-13 19:25:39.000,2.1.0,20.0,12.0,25,False,,5.0,flake8-commas,,['flake8'],17462.0,17064.0,https://pypi.org/project/flake8-commas,2021-10-13 19:25:39.000,398.0,294308.0,294308.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+178,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,,207.0,70.0,56.0,46.0,4508.0,2021-01-29 16:48:55.000,0.3.3,16.0,17.0,24,True,,32.0,better-exceptions,,,95.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,95.0,115215.0,115215.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+179,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 20:40:10.000,2023-07-10 03:17:08,1424.0,,237.0,91.0,385.0,424.0,1608.0,2023-07-10 03:25:42.000,0.13.10,11.0,39.0,24,True,,87.0,pybuilder,conda-forge/pybuilder,,,,https://pypi.org/project/pybuilder,,,21308.0,23659.0,https://anaconda.org/conda-forge/pybuilder,2023-09-26 20:19:01.834,61131.0,3.0,,,,,,,,,,,,,,,,,,,
+180,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,,96.0,36.0,76.0,34.0,1497.0,2020-09-17 01:55:39.000,0.9.0,8.0,27.0,24,True,,44.0,bowler,conda-forge/bowler,,15.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,15.0,62873.0,63163.0,https://anaconda.org/conda-forge/bowler,2023-06-16 16:11:48.791,18011.0,2.0,,,,,,,,,,,,,,,,,,,
+181,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,,74.0,28.0,106.0,48.0,681.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,24,False,,80.0,redbaron,,,756.0,621.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,135.0,57977.0,57977.0,,,,2.0,,,,,,,,,,,,,,,,,,,
+182,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 19:09:01.000,2024-01-01 10:39:00.000,2023-12-21 01:06:06,326.0,18.0,57.0,26.0,311.0,82.0,631.0,2023-10-26 02:37:12.000,2.1.0,11.0,41.0,24,False,,27.0,fixit,,,59.0,56.0,https://pypi.org/project/fixit,2023-10-26 02:37:12.000,3.0,35837.0,35837.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+183,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 21:55:05.000,2023-10-25 08:57:33.000,2023-08-03 07:40:25,478.0,,78.0,19.0,455.0,111.0,605.0,2023-07-29 00:23:21.000,3.5.0,41.0,37.0,24,True,nipunn1313/mypy-protobuf,12.0,mypy-protobuf,conda-forge/mypy-protobuf,,112.0,,https://pypi.org/project/mypy-protobuf,2023-07-29 00:23:21.000,112.0,2077763.0,2080950.0,https://anaconda.org/conda-forge/mypy-protobuf,2023-08-20 18:57:58.024,121113.0,3.0,,,,,,,,,,,,,,,,,,,
+184,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 02:33:25.000,2024-01-01 20:38:27.000,2023-09-07 20:35:16,182.0,,42.0,5.0,108.0,27.0,521.0,,,,12.0,24,True,,30.0,interrogate,,,5718.0,5718.0,https://pypi.org/project/interrogate,,,60579.0,60579.0,,,,3.0,,,,,,,,,,,,-2.0,,,,,,,
+185,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 21:09:24.000,2023-12-06 02:10:10.000,2023-11-11 20:57:26,97.0,1.0,31.0,7.0,18.0,59.0,399.0,2023-08-19 21:31:54.000,2.9.2,24.0,7.0,24,True,,16.0,mkdocs-awesome-pages-plugin,,['mkdocs'],3807.0,3687.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2023-08-19 21:30:31.000,120.0,154266.0,154266.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+186,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,,71.0,10.0,101.0,90.0,276.0,2022-11-26 20:15:35.517,0.18.2,35.0,46.0,24,True,,12.0,flake8-import-order,conda-forge/flake8-import-order,['flake8'],1262.0,,https://pypi.org/project/flake8-import-order,2022-11-26 20:15:35.517,1262.0,354090.0,356927.0,https://anaconda.org/conda-forge/flake8-import-order,2023-06-16 13:24:07.930,244060.0,3.0,,,,,,,,,,,,,,,,,,,
+187,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 21:41:44.000,2024-01-08 18:35:26.000,2023-11-13 19:51:32,136.0,3.0,22.0,7.0,56.0,14.0,222.0,2023-10-03 12:20:54.000,1.5.0,11.0,11.0,24,True,,6.0,pytest-datadir,conda-forge/pytest-datadir,['pytest'],1697.0,1566.0,https://pypi.org/project/pytest-datadir,2023-10-03 12:20:51.000,131.0,271193.0,286947.0,https://anaconda.org/conda-forge/pytest-datadir,2023-10-03 20:24:49.695,236322.0,3.0,2.0,,,,,,,,,,,,,,,,,,
+188,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,,52.0,10.0,171.0,23.0,199.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,24,False,wearepal/data-science-types,33.0,data-science-types,conda-forge/data-science-types,,1179.0,1128.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,51.0,44152.0,44444.0,https://anaconda.org/conda-forge/data-science-types,2023-06-16 19:24:01.290,10836.0,3.0,,,,,,,,,,,,,,,,,,,
+189,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,,24.0,5.0,25.0,16.0,192.0,2023-06-09 06:33:02.577,2.3.0,19.0,13.0,24,False,PyCQA/eradicate,7.0,eradicate,conda-forge/eradicate,,15134.0,15039.0,https://pypi.org/project/eradicate,2023-06-09 06:33:02.577,95.0,540762.0,541073.0,https://anaconda.org/conda-forge/eradicate,2023-06-12 14:15:35.396,10280.0,2.0,,,,,,,,,,,,,,,,,,,
+190,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 03:56:37.000,2024-01-06 20:21:38.000,2023-12-01 19:07:59,597.0,3.0,41.0,7.0,27.0,46.0,174.0,2023-04-28 19:14:01.551,2.1.1,37.0,10.0,24,True,,30.0,releases,conda-forge/sphinx-releases,['sphinx'],990.0,614.0,https://pypi.org/project/releases,2023-04-28 19:14:01.551,376.0,8718.0,9454.0,https://anaconda.org/conda-forge/sphinx-releases,2023-06-16 16:08:54.259,50054.0,3.0,,,,,,,,,,,,,,,,,,,
+191,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,,232.0,69.0,116.0,78.0,2158.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,23,False,,22.0,python-taint,,,107.0,95.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,12.0,2202.0,2203.0,,,,3.0,116.0,,,,,,,,,,,,,,,,,,
+192,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 15:30:06.000,2024-01-01 22:11:45.000,2023-09-03 16:50:32,132.0,,49.0,11.0,98.0,39.0,908.0,2023-09-03 16:53:31.000,0.12.2,18.0,12.0,23,True,,22.0,python-devtools,conda-forge/python-devtools,,2852.0,2851.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000,1.0,608.0,1232.0,https://anaconda.org/conda-forge/python-devtools,2023-09-06 00:26:02.432,20595.0,3.0,,,,,,,,,,,,,,,,,,,
+193,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,,124.0,33.0,90.0,144.0,863.0,2020-07-03 08:11:24.000,2.5.1,22.0,30.0,23,False,,32.0,pynsist,,,258.0,208.0,https://pypi.org/project/pynsist,2022-03-21 11:44:22.000,50.0,1561.0,1561.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+194,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,,149.0,16.0,66.0,28.0,840.0,2018-07-25 01:44:55.232,0.6.0,11.0,36.0,23,False,,32.0,pycco,,,438.0,323.0,https://pypi.org/project/pycco,2018-07-25 01:44:55.232,115.0,1490.0,1490.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+195,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,,77.0,23.0,116.0,58.0,539.0,2019-05-28 06:37:19.000,1.7.0,12.0,62.0,23,False,,56.0,pytest-virtualenv,conda-forge/pytest-shutil,,78.0,,https://pypi.org/project/pytest-virtualenv,2019-05-28 06:37:19.000,78.0,24638.0,25579.0,https://anaconda.org/conda-forge/pytest-shutil,2023-06-16 16:13:53.097,62144.0,3.0,,,,,,,,,,,,,,,,,,,
+196,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 04:51:13.000,2023-11-15 10:32:32.000,2023-09-01 07:48:02,73.0,,61.0,8.0,58.0,34.0,368.0,2023-09-01 07:51:04.000,2.0.1,22.0,18.0,23,True,,19.0,pytest-docker,,['pytest'],59.0,,https://pypi.org/project/pytest-docker,2023-09-01 07:48:54.000,59.0,123584.0,123586.0,,,,3.0,132.0,,,,,,,,,,,,,,,,,,
+197,pytest-lazy-fixture,tvorog/pytest-lazy-fixture,testing,It helps to use fixtures in pytest.mark.parametrize.,,https://github.com/TvoroG/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2023-10-02 21:31:31.000,2022-01-27 10:32:34,98.0,,24.0,8.0,23.0,22.0,356.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,23,False,,20.0,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],2453.0,2270.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,183.0,434731.0,441764.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2023-06-16 13:24:44.425,569696.0,3.0,,,,,,,,,,,,,,,,,,,
+198,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 00:55:50.000,2024-01-08 22:40:53.000,2024-01-08 22:40:52,479.0,12.0,22.0,6.0,207.0,57.0,324.0,2023-08-30 17:27:37.000,3.1.0,41.0,11.0,23,True,,,add-trailing-comma,,,22.0,,https://pypi.org/project/add-trailing-comma,2023-08-30 17:27:37.000,22.0,19000.0,19000.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+199,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,,52.0,15.0,100.0,30.0,284.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,23,False,,46.0,baron,,,398.0,339.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,59.0,58083.0,58083.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+200,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 09:49:24.000,2024-01-07 09:46:41.000,2024-01-07 09:46:36,493.0,18.0,22.0,5.0,185.0,107.0,237.0,2023-12-24 07:42:09.000,1.2.1,57.0,16.0,23,True,hakancelikdev/unimport,10.0,unimport,,,16.0,,https://pypi.org/project/unimport,2023-12-24 07:42:09.000,16.0,18120.0,18120.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+201,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 22:10:33.000,2023-11-06 14:59:15.000,2023-11-06 14:59:10,539.0,2.0,39.0,10.0,58.0,61.0,165.0,2023-07-16 18:33:22.000,0.9.31,32.0,24.0,23,True,,4.0,asteval,conda-forge/asteval,,183.0,,https://pypi.org/project/asteval,2023-07-16 18:25:02.803,183.0,258212.0,268221.0,https://anaconda.org/conda-forge/asteval,2023-07-16 20:56:29.139,350319.0,3.0,,,,,,,,,,,,,,,,,,,
+202,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,,33.0,3.0,45.0,80.0,48.0,2022-03-07 18:50:03.302,0.16.1,26.0,23.0,23,False,,21.0,pytkdocs,conda-forge/pytkdocs,,1368.0,1357.0,https://pypi.org/project/pytkdocs,2022-03-07 18:50:03.302,11.0,56849.0,59377.0,https://anaconda.org/conda-forge/pytkdocs,2023-06-16 19:23:18.580,98594.0,3.0,,,,,,,,,,,,,,,,,,,
+203,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 12:04:13.000,2023-11-05 13:14:04.000,2023-11-05 13:14:04,772.0,2.0,96.0,43.0,58.0,62.0,4786.0,2022-09-29 10:18:30.000,0.8.12,89.0,26.0,22,True,,22.0,xxh-xxh,,,82.0,82.0,https://pypi.org/project/xxh-xxh,,,456.0,500.0,,,,3.0,2090.0,,,,,,,,,,,,,,,,,,
+204,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,,153.0,71.0,32.0,57.0,3940.0,,,19.0,17.0,22,False,,29.0,vprof,,,116.0,116.0,https://pypi.org/project/vprof,,,3209.0,3209.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+205,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 06:01:20.000,2023-10-08 18:16:39.000,2023-10-08 18:16:39,353.0,,201.0,57.0,44.0,16.0,2746.0,,,13.0,24.0,22,True,,41.0,pyrasite,,,61.0,55.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,6.0,10501.0,10501.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+206,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,,82.0,31.0,10.0,38.0,2682.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,22,False,,8.0,pretty_errors,conda-forge/pretty_errors,,60.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,60.0,25466.0,25830.0,https://anaconda.org/conda-forge/pretty_errors,2023-06-16 19:23:41.476,13848.0,3.0,,,,,,,,,,,,,,,,,,,
+207,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,,45.0,24.0,55.0,73.0,1300.0,2021-07-02 13:17:04.000,0.3.1,26.0,28.0,22,False,,63.0,pyflow,,,43.0,42.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,1.0,178.0,301.0,,,,3.0,6559.0,,,,,,,,,,,,,,,,,,
+208,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,,2019-03-11 13:16:35.000,2023-10-08 20:35:10.000,2023-10-08 14:56:10,1090.0,,86.0,21.0,35.0,142.0,700.0,2023-10-07 21:15:17.000,0.13.0.1,18.0,20.0,22,False,,14.0,py2exe,,,1924.0,1924.0,https://pypi.org/project/py2exe,,,16240.0,16511.0,,,,3.0,15772.0,,,,,,,,,,,,,,,,,,
+209,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 21:49:34.000,2023-12-18 17:23:41.000,2023-12-18 17:23:36,498.0,6.0,23.0,10.0,44.0,15.0,360.0,2021-03-24 19:56:29.000,1.7.0,14.0,11.0,22,True,,7.0,manhole,conda-forge/manhole,,270.0,270.0,https://pypi.org/project/manhole,,,14197.0,14824.0,https://anaconda.org/conda-forge/manhole,2023-06-16 19:26:54.777,18830.0,3.0,,,,,,,,,,,,,,,,,,,
+210,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,,68.0,10.0,50.0,44.0,280.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,22,False,,77.0,mkdocs-with-pdf,,['mkdocs'],457.0,454.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,3.0,24189.0,24189.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+211,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,,18.0,6.0,83.0,41.0,165.0,2023-08-11 15:10:29.000,2023.8.2,10.0,14.0,22,True,,11.0,pandas-vet,conda-forge/pandas-vet,['flake8'],438.0,420.0,https://pypi.org/project/pandas-vet,2023-08-11 15:09:04.000,18.0,28425.0,29173.0,https://anaconda.org/conda-forge/pandas-vet,2023-08-11 17:40:05.281,17189.0,3.0,71.0,,,,,,,,,,,,,,,,,,
+212,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 00:31:46.000,2023-11-28 21:10:01.000,2023-06-11 00:08:52,155.0,,34.0,8.0,38.0,25.0,164.0,2021-07-27 09:00:22.000,0.4.8,18.0,10.0,22,True,,6.0,lazydocs,,,215.0,193.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000,22.0,5590.0,5590.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+213,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 12:59:17.000,2023-12-06 03:56:52.000,2023-12-06 03:56:52,505.0,2.0,376.0,74.0,134.0,230.0,5854.0,2023-07-30 13:52:49.000,1.2.2,10.0,60.0,21,True,,106.0,,,,21.0,21.0,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+214,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,,121.0,74.0,25.0,20.0,2962.0,2017-06-28 06:10:16.000,0.1.3,5.0,18.0,21,False,,17.0,profiling,,,73.0,67.0,https://pypi.org/project/profiling,2021-12-15 15:24:47.133,6.0,1783.0,1783.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+215,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,,185.0,71.0,170.0,128.0,1757.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,21,False,,88.0,sixpack,,,15.0,11.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,79.0,79.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+216,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2023-12-28 22:35:49.000,2023-12-28 22:31:34,105.0,3.0,55.0,43.0,24.0,25.0,1564.0,2020-12-02 20:41:20.000,20.12.2,3.0,44.0,21,True,,8.0,xar,,,28.0,28.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,221.0,221.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+217,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,,62.0,28.0,63.0,33.0,1399.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,21,False,,34.0,pyannotate,,,160.0,128.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,32.0,3443.0,3443.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+218,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,,78.0,17.0,43.0,32.0,857.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,21,True,,31.0,portray,,,836.0,814.0,https://pypi.org/project/portray,2022-12-19 09:01:00.611,22.0,6928.0,6928.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+219,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,,43.0,14.0,21.0,54.0,769.0,2022-09-11 00:45:22.000,3.3.5,51.0,9.0,21,True,,42.0,hunter,conda-forge/hunter,,163.0,163.0,https://pypi.org/project/hunter,,,9296.0,11150.0,https://anaconda.org/conda-forge/hunter,2023-09-30 00:54:39.787,55641.0,3.0,,,,,,,,,,,,,,,,,,,
+220,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,,43.0,19.0,32.0,46.0,301.0,2021-10-05 01:33:27.000,0.5.10,24.0,11.0,21,False,,41.0,mkdocs-pdf-export-plugin,,['mkdocs'],622.0,616.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,6.0,15009.0,15009.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+221,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 01:59:02.000,2023-11-04 20:51:43.000,2023-10-26 00:20:56,853.0,22.0,10.0,7.0,105.0,27.0,198.0,2023-10-26 00:22:06.000,1.1.2,12.0,9.0,21,True,,18.0,xdoctest,conda-forge/xdoctest,,,,https://pypi.org/project/xdoctest,,,196725.0,201549.0,https://anaconda.org/conda-forge/xdoctest,2023-10-26 04:48:19.232,197787.0,3.0,,,,,,,,,,,,,,,,,,,conda-forge/xdoctest
+222,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 05:31:31.000,0.6.5,29.0,19.0,21,True,,,sphinx-markdown-builder,,['sphinx'],87.0,,https://pypi.org/project/sphinx-markdown-builder,2023-08-13 05:31:31.000,87.0,41593.0,41593.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+223,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 12:02:33.000,2024-01-04 15:27:46.000,2023-10-25 17:48:31,229.0,2.0,16.0,4.0,12.0,72.0,103.0,2023-08-28 07:29:57.000,2.3.6,41.0,5.0,21,True,,11.0,mkdocs-print-site-plugin,,['mkdocs'],274.0,268.0,https://pypi.org/project/mkdocs-print-site-plugin,2023-08-28 07:29:57.000,6.0,17641.0,17641.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+224,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 03:01:41.000,2024-01-04 12:57:15.000,2024-01-04 08:31:12,53.0,3.0,57.0,25.0,29.0,110.0,2620.0,2024-01-04 12:57:15.000,1.3.4,46.0,3.0,20,True,,14.0,reloadium,,,,,https://pypi.org/project/reloadium,2024-01-04 12:57:15.000,,2080.0,2080.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+225,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,,213.0,24.0,95.0,83.0,587.0,,,,39.0,20,False,,56.0,sphinx-bootstrap-theme,,['sphinx'],,,https://pypi.org/project/sphinx-bootstrap-theme,,,86320.0,86320.0,,,,3.0,,,,,,,,,,,,-6.0,,,,,,,
+226,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 16:59:41.000,2023-12-25 09:43:40.000,2023-12-25 09:43:39,144.0,1.0,19.0,5.0,70.0,72.0,172.0,2023-09-23 21:40:23.000,0.21.0,38.0,14.0,20,True,,47.0,flake8-simplify,conda-forge/flake8-simplify,,41.0,,https://pypi.org/project/flake8-simplify,2023-09-23 21:40:23.000,41.0,248761.0,249739.0,https://anaconda.org/conda-forge/flake8-simplify,2023-09-26 17:41:17.851,36204.0,3.0,,,,,,,,,,,,,,,,,,,
+227,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,,17.0,2.0,16.0,21.0,161.0,2023-04-10 19:35:00.918,0.14.1,17.0,16.0,20,True,,24.0,dlint,conda-forge/dlint,,52.0,,https://pypi.org/project/dlint,2022-08-09 19:17:19.574,52.0,89657.0,89814.0,https://anaconda.org/conda-forge/dlint,2023-06-16 19:27:52.099,4097.0,3.0,,,,,,,,,,,,,,,,,,,
+228,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,,20.0,6.0,14.0,3.0,118.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,20,False,,11.0,dodgy,conda-forge/dodgy,,2952.0,2664.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,288.0,360583.0,361537.0,https://anaconda.org/conda-forge/dodgy,2023-06-16 13:16:51.618,84979.0,3.0,,,,,,,,,,,,,,,,,,,
+229,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,,27.0,5.0,18.0,17.0,109.0,2022-08-29 14:28:51.025,4.1.1,13.0,12.0,20,False,,11.0,flake8-bandit,,['flake8'],196.0,,https://pypi.org/project/flake8-bandit,2022-08-29 14:28:51.025,196.0,389012.0,389012.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+230,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 22:43:09.000,2023-11-23 11:10:59.000,2023-11-23 11:09:40,546.0,4.0,24.0,3.0,206.0,32.0,80.0,2023-11-23 11:09:50.000,1.4.0,41.0,15.0,20,True,,14.0,autoimport,,,130.0,122.0,https://pypi.org/project/autoimport,2023-11-23 11:09:50.000,8.0,4187.0,4187.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+231,heartrate,alexmojaki/heartrate,profiling,Simple real time visualisation of the execution of a Python program.,,https://github.com/alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000,2023-06-16 19:26:36.247,2021-11-13 14:58:04,27.0,,123.0,33.0,4.0,5.0,1686.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,19,False,,5.0,heartrate,conda-forge/heartrate,,57.0,54.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000,3.0,420.0,518.0,https://anaconda.org/conda-forge/heartrate,2023-06-16 19:26:36.247,3045.0,3.0,,,,,,,,,,,,,,,,,,,
+232,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 18:45:35.000,2023-12-12 06:18:06.000,2022-12-22 13:48:56,431.0,,32.0,20.0,17.0,28.0,1042.0,,,4.0,22.0,19,False,,22.0,snoop,conda-forge/snoop,,,,https://pypi.org/project/snoop,,,55375.0,55554.0,https://anaconda.org/conda-forge/snoop,2023-06-16 19:27:40.699,4851.0,3.0,,,,,,,,,,,,,,,,,,,
+233,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,,,13.0,10.0,19,False,,,assertpy,conda-forge/assertpy,,113.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,113.0,361721.0,362284.0,https://anaconda.org/conda-forge/assertpy,2023-09-10 22:29:17.739,23683.0,3.0,,,,,,,,,,,,,,,,,,,
+234,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,,24.0,14.0,24.0,40.0,372.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,19,False,,3.0,vex,,,40.0,30.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,10.0,5386.0,5386.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+235,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,,232.0,2021-01-11 18:41:10.489,0.9.0,28.0,16.0,19,False,,4.0,flakehell,,['flake8'],18.0,,https://pypi.org/project/flakehell,2021-01-11 18:41:10.489,18.0,15952.0,15953.0,,,,3.0,72.0,,,,,,,,,,,,,,,,,,
+236,pip-run,jaraco/pip-run,dependency-managers,pip-run - dynamic dependency loader for Python.,,https://github.com/jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2024-01-09 13:59:57.000,2023-12-26 15:14:01,850.0,26.0,19.0,8.0,26.0,64.0,118.0,2023-10-08 23:51:28.000,12.4.0,44.0,22.0,19,True,,6.0,pip-run,,,,,https://pypi.org/project/pip-run,,,7572.0,7572.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+237,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,,19.0,5.0,13.0,3.0,103.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,19,False,,23.0,flake8-mypy,,['flake8'],1783.0,1656.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,127.0,46243.0,46243.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+238,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 21:45:30.000,2024-01-01 00:20:53.000,2024-01-01 00:18:13,201.0,2.0,10.0,8.0,6.0,3.0,95.0,2014-09-07 13:57:37.000,0.5.7,24.0,3.0,19,False,,7.0,pyformat,,,1867.0,1841.0,https://pypi.org/project/pyformat,2024-01-01 00:20:50.000,26.0,13092.0,13092.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+239,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,,15.0,7.0,10.0,3.0,90.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,19,False,,10.0,unify,conda-forge/unify,,1334.0,1272.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,62.0,48090.0,48147.0,https://anaconda.org/conda-forge/unify,2023-06-16 19:26:39.293,1776.0,3.0,,,,,,,,,,,,,,,,,,,
+240,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,,9.0,3.0,8.0,6.0,64.0,,,5.0,7.0,19,False,,8.0,pylint-flask,conda-forge/pylint-flask,['pylint'],8161.0,7804.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,357.0,182787.0,184086.0,https://anaconda.org/conda-forge/pylint-flask,2023-06-16 13:25:29.031,115675.0,3.0,,,,,,,,,,,,,,,,,,,
+241,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,,9.0,5.0,9.0,9.0,55.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,19,False,,5.0,mkdocs-git-revision-date-plugin,,['mkdocs'],1752.0,1720.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,32.0,40321.0,40321.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+242,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 15:44:45.608,2019-11-25 09:19:00,242.0,,120.0,68.0,29.0,15.0,2240.0,2021-12-15 15:44:45.608,0.1.0,23.0,18.0,18,False,,7.0,fake2db,,,26.0,25.0,https://pypi.org/project/fake2db,2021-12-15 15:44:45.608,1.0,524.0,524.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+243,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2023-07-04 11:25:43.000,2021-09-18 20:16:24,55.0,,41.0,12.0,8.0,9.0,775.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,18,False,,6.0,py-heat,,,66.0,60.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,6.0,2010.0,2010.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+244,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,,18.0,11.0,10.0,13.0,156.0,2018-06-24 06:23:48.000,0.8.2,7.0,10.0,18,False,,6.0,pynt,,,145.0,117.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,28.0,10762.0,10762.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+245,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,,11.0,7.0,31.0,21.0,135.0,2021-08-21 09:01:26.000,0.3.0,3.0,7.0,18,True,,7.0,com2ann,,,61.0,59.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000,2.0,13850.0,13850.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+246,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,,16.0,5.0,17.0,7.0,112.0,2023-09-11 03:03:54.000,0.70.1,16.0,9.0,18,True,,4.0,massedit,,,48.0,41.0,https://pypi.org/project/massedit,2023-09-11 02:59:59.000,7.0,1420.0,1420.0,,,,3.0,23.0,,,,,,,,,,,,,,,,,,
+247,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,,15.0,6.0,23.0,6.0,260.0,2023-07-27 15:15:12.000,0.3.2,12.0,7.0,17,True,,11.0,bellybutton,,,45.0,44.0,https://pypi.org/project/bellybutton,2023-07-27 15:15:12.000,1.0,2199.0,2199.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+248,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,,6.0,3.0,39.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,17,False,,3.0,mkdocs-versioning,,['mkdocs'],66.0,66.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,2796.0,2796.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+249,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,,409.0,74.0,60.0,77.0,3796.0,,,,39.0,16,True,,6.0,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+250,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,,177.0,41.0,154.0,172.0,1587.0,,,,60.0,16,True,,34.0,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+251,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,,12.0,6.0,18.0,13.0,372.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,16,False,,7.0,tbvaccine,,,12.0,12.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,1882.0,1882.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+252,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,,21.0,6.0,6.0,2.0,323.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,16,False,,15.0,pycycle,,,89.0,80.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,9.0,3006.0,3006.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+253,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,,36.0,9.0,68.0,26.0,222.0,2022-02-20 06:09:19.000,2.0.0,10.0,17.0,16,True,,20.0,imhotep,,,17.0,11.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,6.0,17.0,17.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+254,pep8ify,spulec/pep8ify,refactoring,A library that modifies python source code to conform to pep8.,,https://github.com/spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38,154.0,,12.0,5.0,7.0,12.0,117.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,16,False,,7.0,pep8ify,,,65.0,46.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,19.0,252.0,252.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+255,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 18:49:20.000,2023-10-16 20:28:47.000,2023-10-16 20:22:41,416.0,1.0,71.0,42.0,48.0,36.0,1593.0,,,,10.0,15,True,,20.0,birdseye,,,,,https://pypi.org/project/birdseye,,,960.0,960.0,,,,3.0,,,,,,,,,,,,-4.0,,,,,,,
+256,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2023-06-16 19:27:52.015,2023-03-08 16:15:03,84.0,,4.0,10.0,2.0,12.0,219.0,2023-03-08 16:22:18.671,1.1.0,10.0,3.0,15,True,,5.0,cohesion,conda-forge/cohesion,,11.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,11.0,4255.0,4334.0,https://anaconda.org/conda-forge/cohesion,2023-06-16 19:27:52.015,2068.0,3.0,,,,,,,,,,,,,,,,,,,
+257,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,,2016-05-26 17:45:08.632,2023-06-16 13:17:34.885,2018-06-28 13:35:12,500.0,,13.0,5.0,1.0,,86.0,,,12.0,62.0,15,False,,,memory_profiler,conda-forge/memory_profiler,,,,https://pypi.org/project/memory_profiler,,,888201.0,892400.0,https://anaconda.org/conda-forge/memory_profiler,2023-06-16 13:17:34.885,386328.0,3.0,,,,,,,,,,,,,,,,,,,
+258,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,,4.0,9.0,62.0,25.0,68.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,15,False,,4.0,pytest-play,,['pytest'],10.0,,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,10.0,52.0,52.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+259,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 21:38:32.000,2024-01-09 20:27:42.000,2023-10-13 18:07:34,192.0,,3.0,2.0,230.0,3.0,169.0,2022-11-06 21:28:09.190,3.0.2,43.0,3.0,14,True,,2.0,freshenv,raiyanyahya/freshenv,,,,https://pypi.org/project/freshenv,2022-11-06 21:28:09.190,,231.0,231.0,https://anaconda.org/raiyanyahya/freshenv,,,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,,19.0,6.0,28.0,15.0,139.0,2022-08-14 07:10:00.969,22.8.0,12.0,9.0,14,False,,,retype,conda-forge/retype,,19.0,,https://pypi.org/project/retype,2022-08-14 07:10:00.969,19.0,281.0,622.0,https://anaconda.org/conda-forge/retype,2023-06-16 16:07:40.909,24589.0,3.0,,,,,,,,,,,,,,,,,,,
+261,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,,7.0,5.0,34.0,3.0,21.0,2021-11-17 16:59:34.000,0.6.18,40.0,5.0,14,True,,1.0,universal-build,,,19.0,12.0,https://pypi.org/project/universal-build,2021-11-16 23:08:45.000,7.0,138.0,138.0,,,,3.0,19.0,,,,,,,,,,,,,,,,,,
+262,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-10-17 23:50:57.000,2023-01-30 07:50:18,198.0,,5.0,2.0,142.0,11.0,14.0,2023-01-30 07:57:23.000,3.2.0,29.0,4.0,14,False,,1.0,yala,,"['flake8', 'pylint']",60.0,50.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000,10.0,662.0,662.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+263,livepython,agermanidis/livepython,profiling,Visually trace Python code in real-time.,,https://github.com/agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000,2019-01-22 17:39:55.000,2017-11-14 21:27:52,20.0,,168.0,77.0,4.0,15.0,2549.0,,,,3.0,13,False,,11.0,,,,3.0,3.0,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+264,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2022-12-27 14:53:53.000,2022-12-19 19:23:19,95.0,,66.0,18.0,75.0,30.0,565.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,13,False,,34.0,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
+265,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,,20.0,5.0,22.0,10.0,133.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,12,False,,7.0,pipenv-pipes,,,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,55.0,55.0,,,,3.0,,,,,,,,,,,,,,,,,,,
+266,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2023-06-23 23:37:25.000,2022-12-13 04:09:02,54.0,,21.0,19.0,61.0,1.0,184.0,2018-12-12 19:47:05.000,0.7.0,10.0,18.0,11,False,,8.0,linty-fresh,,"['flake8', 'mypy']",,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,17.0,17.0,,,,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,,3.0,5.0,6.0,,37.0,2023-04-17 06:15:39.465,0.1.7,19.0,2.0,11,False,,6.0,pyship,,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000,,21.0,21.0,,,,3.0,,,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index f987d65..4572008 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._
-- pytest-xdist (π₯36 Β· β 1.3K Β· π) - pytest plugin for distributed testing and loop-on-.. MIT Apache-2
-- tabulate (π₯32 Β· β 1.9K Β· π€) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- cx_Freeze (π₯32 Β· β 1.2K Β· π) - Create standalone executables from Python scripts, with the.. Python-2.0
-- assertpy (π₯19 Β· β 430 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
+- pycodestyle (π₯36 Β· β 4.9K Β· π) - Simple Python style checker in one Python file. MIT
+- buildout (π₯28 Β· β 570 Β· π) - Buildout is a deployment automation tool written in and.. βοΈZPL-2.1
+- hacking (π₯28 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 BSD-3
+- paver (π₯26 Β· β 460 Β· π€) - Python-based project scripting. 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._
-- pycodestyle (π₯29 Β· β 4.9K Β· π) - Simple Python style checker in one Python file. βUnlicensed
-- freezegun (π₯29 Β· β 3.9K Β· π) - Let your Python tests travel through time. Apache-2
-- memory-profiler (π₯20 Β· β 4.1K Β· π) - Monitor Memory usage of Python code. βUnlicensed
-- hacking (π₯19 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 βUnlicensed
+- breathe (π₯27 Β· β 710 Β· π) - ReStructuredText and Sphinx bridge to Doxygen. βUnlicensed
+- py2app (π₯25 Β· β 290 Β· π€) - py2app is a Python setuptools command which will allow you to.. βUnlicensed
+- interrogate (π₯24 Β· β 520 Β· π) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
+- sphinx-bootstrap-theme (π₯20 Β· β 590 Β· π) - Sphinx Bootstrap Theme. MIT MIT