ruff (π₯40 Β· β 15K Β· β) - An extremely fast Python linter, written in Rust. MIT
+ruff (π₯40 Β· β 15K) - An extremely fast Python linter, written in Rust. MIT
-- [GitHub](https://github.com/charliermarsh/ruff) (π¨βπ» 200 Β· π 440 Β· π₯ 10K Β· π¦ 6K Β· π 1.8K - 18% open Β· β±οΈ 18.05.2023):
+- [GitHub](https://github.com/charliermarsh/ruff) (π¨βπ» 200 Β· π 440 Β· π₯ 13K Β· π¦ 6.5K Β· π 1.8K - 16% open Β· β±οΈ 25.05.2023):
```
git clone https://github.com/charliermarsh/ruff
```
-- [PyPi](https://pypi.org/project/ruff) (π₯ 2M / month Β· π¦ 600 Β· β±οΈ 12.05.2023):
+- [PyPi](https://pypi.org/project/ruff) (π₯ 2.2M / month):
```
pip install ruff
```
-- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 180K Β· β±οΈ 06.05.2023):
+- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 190K Β· β±οΈ 25.05.2023):
```
conda install -c conda-forge ruff
```
@@ -116,11 +116,11 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/PyCQA/flake8
```
-- [PyPi](https://pypi.org/project/flake8) (π₯ 22M / month Β· π¦ 45K Β· β±οΈ 23.11.2022):
+- [PyPi](https://pypi.org/project/flake8) (π₯ 21M / month Β· π¦ 45K Β· β±οΈ 23.11.2022):
```
pip install flake8
```
-- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 6.1M Β· β±οΈ 25.11.2022):
+- [Conda](https://anaconda.org/conda-forge/flake8) (π₯ 6.2M Β· β±οΈ 25.11.2022):
```
conda install -c conda-forge flake8
```
@@ -136,42 +136,42 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install pycodestyle
```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 6.3M Β· β±οΈ 24.11.2022):
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 6.4M Β· β±οΈ 24.11.2022):
```
conda install -c conda-forge pycodestyle
```
wemake-python-styleguide (π₯34 Β· β 2.2K) - The strictest and most opinionated python linter ever!. MIT
+wemake-python-styleguide (π₯35 Β· β 2.2K) - The strictest and most opinionated python linter ever!. MIT
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 180 Β· π 360 Β· π¦ 15K Β· π 1.1K - 9% open Β· β±οΈ 15.05.2023):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 180 Β· π 370 Β· π¦ 15K Β· π 1.1K - 10% open Β· β±οΈ 25.05.2023):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 250K / month):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 260K / month Β· π¦ 51 Β· β±οΈ 27.09.2022):
```
pip install wemake-python-styleguide
```
pyflakes (π₯34 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 170 Β· π¦ 220K Β· π 500 - 11% open Β· β±οΈ 25.04.2023):
+- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 84 Β· π 170 Β· π¦ 230K Β· π 500 - 11% open Β· β±οΈ 25.04.2023):
```
git clone https://github.com/PyCQA/pyflakes
```
-- [PyPi](https://pypi.org/project/pyflakes) (π₯ 21M / month Β· π¦ 14K Β· β±οΈ 24.11.2022):
+- [PyPi](https://pypi.org/project/pyflakes) (π₯ 20M / month Β· π¦ 14K Β· β±οΈ 24.11.2022):
```
pip install pyflakes
```
-- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 6.1M Β· β±οΈ 24.11.2022):
+- [Conda](https://anaconda.org/conda-forge/pyflakes) (π₯ 6.2M Β· β±οΈ 24.11.2022):
```
conda install -c conda-forge pyflakes
```
parso (π₯33 Β· β 540) - A Python Parser. MIT
-- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 46 Β· π 93 Β· π¦ 300K Β· π 110 - 7% open Β· β±οΈ 14.02.2023):
+- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 46 Β· π 93 Β· π¦ 310K Β· π 110 - 7% open Β· β±οΈ 14.02.2023):
```
git clone https://github.com/davidhalter/parso
@@ -203,12 +203,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
flake8-bugbear (π₯31 Β· β 940) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 73 Β· π 91 Β· π¦ 32K Β· π 190 - 24% open Β· β±οΈ 09.05.2023):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 74 Β· π 92 Β· π¦ 32K Β· π 190 - 24% open Β· β±οΈ 22.05.2023):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 1.9M / month Β· π¦ 430 Β· β±οΈ 20.01.2023):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 1.9M / month Β· π¦ 440 Β· β±οΈ 20.01.2023):
```
pip install flake8-bugbear
```
@@ -217,14 +217,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge flake8-bugbear
```
pylint-django (π₯29 Β· β 550) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0 
+pylint-django (π₯29 Β· β 560) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0
-- [GitHub](https://github.com/PyCQA/pylint-django) (π¨βπ» 68 Β· π 120 Β· π₯ 230 Β· π¦ 26K Β· π 210 - 23% open Β· β±οΈ 15.05.2023):
+- [GitHub](https://github.com/PyCQA/pylint-django) (π¨βπ» 68 Β· π 120 Β· π₯ 230 Β· π¦ 26K Β· π 220 - 26% open Β· β±οΈ 15.05.2023):
```
git clone https://github.com/PyCQA/pylint-django
```
-- [PyPi](https://pypi.org/project/pylint-django) (π₯ 1M / month):
+- [PyPi](https://pypi.org/project/pylint-django) (π₯ 1M / month Β· π¦ 1.2K Β· β±οΈ 25.03.2022):
```
pip install pylint-django
```
@@ -235,72 +235,68 @@ This curated list contains 270 awesome open-source projects with a total of 830K
nitpick (π₯28 Β· β 340) - Enforce the same settings on multiple projects. MIT
-- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 15 Β· π 21 Β· π₯ 4 Β· π¦ 1.2K Β· π 120 - 36% open Β· β±οΈ 18.05.2023):
+- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 15 Β· π 22 Β· π₯ 4 Β· π¦ 1.2K Β· π 120 - 36% open Β· β±οΈ 24.05.2023):
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 88K / month):
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 93K / month):
```
pip install nitpick
```
beartype (π₯27 Β· β 1.8K) - Unbearably fast near-real-time runtime type-checking in pure Python. MIT
+hacking (π₯28 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 16 Β· π 34 Β· π 180 - 24% open Β· β±οΈ 18.05.2023):
+- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 66 Β· β±οΈ 25.04.2023):
```
- git clone https://github.com/beartype/beartype
+ git clone https://github.com/openstack/hacking
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 230K / month Β· π¦ 110 Β· β±οΈ 17.01.2023):
+- [PyPi](https://pypi.org/project/hacking) (π₯ 78K / month Β· π¦ 4.4K Β· β±οΈ 06.10.2022):
```
- pip install beartype
- ```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 46K Β· β±οΈ 02.05.2023):
- ```
- conda install -c conda-forge beartype
+ pip install hacking
```
pylama (π₯27 Β· β 990 Β· π€) - Code audit tool for python. MIT
-- [GitHub](https://github.com/klen/pylama) (π¨βπ» 48 Β· π 99 Β· π¦ 5.8K Β· π 140 - 33% open Β· β±οΈ 08.08.2022):
+- [GitHub](https://github.com/klen/pylama) (π¨βπ» 48 Β· π 99 Β· π¦ 5.9K Β· π 140 - 34% open Β· β±οΈ 08.08.2022):
```
git clone https://github.com/klen/pylama
```
-- [PyPi](https://pypi.org/project/pylama) (π₯ 180K / month Β· π¦ 650 Β· β±οΈ 08.08.2022):
+- [PyPi](https://pypi.org/project/pylama) (π₯ 180K / month Β· π¦ 660 Β· β±οΈ 08.08.2022):
```
pip install pylama
```
flake8-comprehensions (π₯26 Β· β 430) - A flake8 plugin to help you write better.. MIT
+flake8-isort (π₯27 Β· β 150) - flake8 plugin that integrates isort. βοΈGPL-2.0
-- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 15 Β· π 20 Β· π 54 - 5% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 37 Β· π 91 Β· π¦ 22K Β· π 55 - 12% open Β· β±οΈ 22.12.2022):
```
- git clone https://github.com/adamchainz/flake8-comprehensions
+ git clone https://github.com/gforcada/flake8-isort
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 920K / month Β· π¦ 690 Β· β±οΈ 29.10.2022):
+- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1.1M / month):
```
- pip install flake8-comprehensions
+ pip install flake8-isort
```
-- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 710K Β· β±οΈ 13.04.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 38K Β· β±οΈ 23.12.2022):
```
- conda install -c conda-forge flake8-comprehensions
+ conda install -c conda-forge flake8-isort
```
flake8-eradicate (π₯26 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 14 Β· π¦ 16K Β· π 46 - 34% open Β· β±οΈ 27.12.2022):
+- [GitHub](https://github.com/wemake-services/flake8-eradicate) (π¨βπ» 15 Β· π 14 Β· π¦ 16K Β· π 38 - 21% open Β· β±οΈ 27.12.2022):
```
git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 510K / month Β· π¦ 120 Β· β±οΈ 20.09.2022):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 520K / month):
```
pip install flake8-eradicate
```
-- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (π₯ 8.5K Β· β±οΈ 26.09.2022):
+- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (π₯ 8.6K Β· β±οΈ 26.09.2022):
```
conda install -c conda-forge flake8-eradicate
```
@@ -312,7 +308,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/zheller/flake8-quotes
```
-- [PyPi](https://pypi.org/project/flake8-quotes) (π₯ 780K / month):
+- [PyPi](https://pypi.org/project/flake8-quotes) (π₯ 790K / month):
```
pip install flake8-quotes
```
@@ -321,22 +317,6 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge flake8-quotes
```
flake8-isort (π₯26 Β· β 150) - flake8 plugin that integrates isort. βοΈGPL-2.0
-
-- [GitHub](https://github.com/gforcada/flake8-isort) (π¨βπ» 37 Β· π 91 Β· π¦ 22K Β· π 55 - 12% open Β· β±οΈ 22.12.2022):
-
- ```
- git clone https://github.com/gforcada/flake8-isort
- ```
-- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 1M / month):
- ```
- pip install flake8-isort
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-isort) (π₯ 38K Β· β±οΈ 23.12.2022):
- ```
- conda install -c conda-forge flake8-isort
- ```
-check-manifest (π₯25 Β· β 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 22 Β· π 37 Β· π¦ 9.2K Β· π 94 - 19% open Β· β±οΈ 02.05.2023):
@@ -344,15 +324,31 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/check-manifest) (π₯ 210K / month):
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 210K / month Β· π¦ 3.3K Β· β±οΈ 05.12.2022):
```
pip install check-manifest
```
-- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 88K Β· β±οΈ 05.12.2022):
+- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 89K Β· β±οΈ 05.12.2022):
```
conda install -c conda-forge check-manifest
```
beartype (π₯24 Β· β 1.8K) - Unbearably fast near-real-time runtime type-checking in pure Python. MIT
+
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 16 Β· π 33 Β· π 190 - 25% open Β· β±οΈ 24.05.2023):
+
+ ```
+ git clone https://github.com/beartype/beartype
+ ```
+- [PyPi](https://pypi.org/project/beartype) (π₯ 220K / month):
+ ```
+ pip install beartype
+ ```
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 47K Β· β±οΈ 02.05.2023):
+ ```
+ conda install -c conda-forge beartype
+ ```
+mypy-protobuf (π₯24 Β· β 570) - open source tools to generate mypy stubs from protobufs. Apache-2
- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (π¨βπ» 36 Β· π 75 Β· π 120 - 8% open Β· β±οΈ 13.03.2023):
@@ -364,21 +360,25 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install mypy-protobuf
```
-- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 94K Β· β±οΈ 24.08.2022):
+- [Conda](https://anaconda.org/conda-forge/mypy-protobuf) (π₯ 95K Β· β±οΈ 24.08.2022):
```
conda install -c conda-forge mypy-protobuf
```
Fixit (π₯23 Β· β 400) - Advanced Python linting framework with auto-fixes and hierarchical.. MIT
+flake8-builtins (π₯24 Β· β 100) - Check for python builtins being used as variables or.. βοΈGPL-2.0
-- [GitHub](https://github.com/Instagram/Fixit) (π¨βπ» 35 Β· π 48 Β· π¦ 39 Β· π 82 - 50% open Β· β±οΈ 26.04.2023):
+- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 17 Β· π 21 Β· π¦ 9K Β· π 43 - 2% open Β· β±οΈ 22.12.2022):
```
- git clone https://github.com/Instagram/Fixit
+ git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/fixit) (π₯ 14K / month Β· π¦ 2 Β· β±οΈ 30.07.2021):
+- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 620K / month):
```
- pip install fixit
+ pip install flake8-builtins
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 200K Β· β±οΈ 23.12.2022):
+ ```
+ conda install -c conda-forge flake8-builtins
```
flake8-black (π₯23 Β· β 160) - flake8 plugin to run black for checking Python coding style. MIT
@@ -388,34 +388,18 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/peterjc/flake8-black
```
-- [PyPi](https://pypi.org/project/flake8-black) (π₯ 790K / month):
+- [PyPi](https://pypi.org/project/flake8-black) (π₯ 840K / month):
```
pip install flake8-black
```
-- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 430K Β· β±οΈ 03.04.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-black) (π₯ 440K Β· β±οΈ 03.04.2023):
```
conda install -c conda-forge flake8-black
```
flake8-builtins (π₯23 Β· β 100) - Check for python builtins being used as variables or.. βοΈGPL-2.0
-
-- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 17 Β· π 21 Β· π¦ 9K Β· π 43 - 2% open Β· β±οΈ 22.12.2022):
-
- ```
- git clone https://github.com/gforcada/flake8-builtins
- ```
-- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 610K / month):
- ```
- pip install flake8-builtins
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 200K Β· β±οΈ 23.12.2022):
- ```
- conda install -c conda-forge flake8-builtins
- ```
-pandas-vet (π₯22 Β· β 150) - A plugin for Flake8 that checks pandas code. MIT
-- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 13 Β· π 17 Β· π₯ 51 Β· π¦ 360 Β· π 47 - 36% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 13 Β· π 17 Β· π₯ 52 Β· π¦ 360 Β· π 47 - 36% open Β· β±οΈ 16.05.2023):
```
git clone https://github.com/deppen8/pandas-vet
@@ -429,30 +413,34 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge pandas-vet
```
hacking (π₯19 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
+flake8-comprehensions (π₯20 Β· β 430) - A flake8 plugin to help you write better.. MIT
-- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 66 Β· β±οΈ 25.04.2023):
+- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 15 Β· π 19 Β· π 54 - 5% open Β· β±οΈ 16.05.2023):
```
- git clone https://github.com/openstack/hacking
+ git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/hacking) (π₯ 88K / month):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 930K / month):
```
- pip install hacking
+ pip install flake8-comprehensions
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 710K Β· β±οΈ 13.04.2023):
+ ```
+ conda install -c conda-forge flake8-comprehensions
```
pylint-flask (π₯19 Β· β 62 Β· π€) - A Pylint plugin to analyze Flask applications. βοΈGPL-2.0
-- [GitHub](https://github.com/jschaf/pylint-flask) (π¨βπ» 7 Β· π 7 Β· π¦ 7.3K Β· π 12 - 50% open Β· β±οΈ 19.07.2022):
+- [GitHub](https://github.com/jschaf/pylint-flask) (π¨βπ» 7 Β· π 7 Β· π¦ 7.4K Β· π 12 - 50% open Β· β±οΈ 19.07.2022):
```
git clone https://github.com/jschaf/pylint-flask
```
-- [PyPi](https://pypi.org/project/pylint-flask) (π₯ 310K / month):
+- [PyPi](https://pypi.org/project/pylint-flask) (π₯ 300K / month):
```
pip install pylint-flask
```
-- [Conda](https://anaconda.org/conda-forge/pylint-flask) (π₯ 91K Β· β±οΈ 02.02.2019):
+- [Conda](https://anaconda.org/conda-forge/pylint-flask) (π₯ 92K Β· β±οΈ 02.02.2019):
```
conda install -c conda-forge pylint-flask
```
@@ -464,7 +452,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/PyCQA/flake8-import-order
```
-- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 330K / month):
+- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 340K / month):
```
pip install flake8-import-order
```
@@ -475,7 +463,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
flake8-simplify (π₯18 Β· β 150) - A flake8 plugin that helps you to simplify code. MIT
-- [GitHub](https://github.com/MartinThoma/flake8-simplify) (π¨βπ» 12 Β· π 17 Β· π 120 - 39% open Β· β±οΈ 30.03.2023):
+- [GitHub](https://github.com/MartinThoma/flake8-simplify) (π¨βπ» 12 Β· π 18 Β· π 120 - 39% open Β· β±οΈ 30.03.2023):
```
git clone https://github.com/MartinThoma/flake8-simplify
@@ -501,16 +489,17 @@ This curated list contains 270 awesome open-source projects with a total of 830K
pip install flake8-bandit
```
Show 12 hidden projects...
+Show 13 hidden projects...
- coala (π₯28 Β· β 3.5K Β· π) - coala provides a unified command-line interface for linting and..βοΈAGPL-3.0
- darglint (π₯28 Β· β 480 Β· π) - A python documentation linter which checks that the docstring.. MIT
-- pep8-naming (π₯27 Β· β 450) - Naming Convention checker for Python. βUnlicensed
-- data-science-types (π₯25 Β· β 190 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
+- pep8-naming (π₯28 Β· β 450) - Naming Convention checker for Python. βοΈSaxpath
+- data-science-types (π₯25 Β· β 200 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
+- Fixit (π₯21 Β· β 400) - Advanced Python linting framework with auto-fixes and hierarchical.. βUnlicensed
- flake8-commas (π₯21 Β· β 130 Β· π) - Flake8 extension for enforcing trailing commas in.. βUnlicensed MIT MIT MIT
+- flakehell (π₯16 Β· β 230 Β· π) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT MIT
- yala (π₯15 Β· β 14) - Yet Another Linter Aggregator. MIT MIT
- pycycle (π₯13 Β· β 320 Β· π) - Tool for pinpointing circular imports in Python. Find cyclic imports.. MIT
@@ -524,63 +513,48 @@ This curated list contains 270 awesome open-source projects with a total of 830K
pyright (π₯37 Β· β 10K) - Static Type Checker for Python. MIT
-- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 92 Β· π 1K Β· π₯ 340 Β· π¦ 510 Β· π 4K - 0% open Β· β±οΈ 18.05.2023):
+- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 93 Β· π 1K Β· π₯ 360 Β· π¦ 510 Β· π 4.1K - 0% open Β· β±οΈ 25.05.2023):
```
git clone https://github.com/Microsoft/pyright
```
-- [npm](https://www.npmjs.com/package/pyright) (π₯ 540K / month Β· π¦ 10 Β· β±οΈ 17.05.2023):
+- [npm](https://www.npmjs.com/package/pyright) (π₯ 540K / month):
```
npm install pyright
```
pyre-check (π₯34 Β· β 6.3K) - Performant type-checking for python. MIT
-
-- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 240 Β· π 410 Β· π 380 - 36% open Β· β±οΈ 18.05.2023):
-
- ```
- git clone https://github.com/facebook/pyre-check
- ```
-- [PyPi](https://pypi.org/project/pyre-check) (π₯ 53K / month Β· π¦ 48 Β· β±οΈ 08.11.2022):
- ```
- pip install pyre-check
- ```
-typeguard (π₯34 Β· β 1.2K) - Run-time type checker for Python. MIT
-- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 29 Β· π 93 Β· π¦ 15K Β· π 260 - 4% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 29 Β· π 93 Β· π¦ 15K Β· π 260 - 4% open Β· β±οΈ 22.05.2023):
```
git clone https://github.com/agronholm/typeguard
```
-- [PyPi](https://pypi.org/project/typeguard) (π₯ 8.7M / month Β· π¦ 1.4K Β· β±οΈ 01.03.2023):
+- [PyPi](https://pypi.org/project/typeguard) (π₯ 9.1M / month Β· π¦ 1.4K Β· β±οΈ 01.03.2023):
```
pip install typeguard
```
-- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 260K Β· β±οΈ 12.05.2023):
+- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 270K Β· β±οΈ 12.05.2023):
```
conda install -c conda-forge typeguard
```
pytype (π₯32 Β· β 4.2K) - A static type analyzer for Python code. Apache-2
+pyre-check (π₯31 Β· β 6.4K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/google/pytype) (π¨βπ» 93 Β· π 270 Β· π 610 - 19% open Β· β±οΈ 12.05.2023):
+- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 240 Β· π 390 Β· π 350 - 31% open Β· β±οΈ 24.05.2023):
```
- git clone https://github.com/google/pytype
+ git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pytype) (π₯ 250K / month Β· π¦ 130 Β· β±οΈ 31.01.2023):
+- [PyPi](https://pypi.org/project/pyre-check) (π₯ 52K / month):
```
- pip install pytype
- ```
-- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 160K Β· β±οΈ 18.05.2023):
- ```
- conda install -c conda-forge pytype
+ pip install pyre-check
```
Show 1 hidden projects...
+Show 2 hidden projects...
-- mypy (π₯42 Β· β 15K Β· π) - Optional static typing for Python.βUnlicensed
+- mypy (π₯42 Β· β 15K) - Optional static typing for Python. βUnlicensed
+- pytype (π₯25 Β· β 4.2K Β· π) - A static type analyzer for Python code. βUnlicensed
@@ -590,7 +564,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
black (π₯44 Β· β 32K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (π¨βπ» 370 Β· π 2K Β· π₯ 28K Β· π¦ 370K Β· π 2.3K - 15% open Β· β±οΈ 17.05.2023):
+- [GitHub](https://github.com/psf/black) (π¨βπ» 370 Β· π 2K Β· π₯ 29K Β· π¦ 380K Β· π 2.3K - 15% open Β· β±οΈ 25.05.2023):
```
git clone https://github.com/psf/black
@@ -606,7 +580,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
isort (π₯41 Β· β 5.8K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 280 Β· π 510 Β· π¦ 390K Β· π 1.2K - 11% open Β· β±οΈ 01.04.2023):
+- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 280 Β· π 510 Β· π¦ 390K Β· π 1.2K - 11% open Β· β±οΈ 23.05.2023):
```
git clone https://github.com/PyCQA/isort
@@ -615,19 +589,19 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install isort
```
-- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 4.7M Β· β±οΈ 01.02.2023):
+- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 4.8M Β· β±οΈ 01.02.2023):
```
conda install -c conda-forge isort
```
yapf (π₯40 Β· β 13K) - A formatter for Python files. Apache-2
+yapf (π₯38 Β· β 13K) - A formatter for Python files. Apache-2
-- [GitHub](https://github.com/google/yapf) (π¨βπ» 150 Β· π 890 Β· π¦ 76K Β· π 790 - 48% open Β· β±οΈ 05.05.2023):
+- [GitHub](https://github.com/google/yapf) (π¨βπ» 150 Β· π 860 Β· π¦ 77K Β· π 780 - 48% open Β· β±οΈ 23.05.2023):
```
git clone https://github.com/google/yapf
```
-- [PyPi](https://pypi.org/project/yapf) (π₯ 3.8M / month Β· π¦ 2.3K Β· β±οΈ 21.02.2023):
+- [PyPi](https://pypi.org/project/yapf) (π₯ 3.8M / month):
```
pip install yapf
```
@@ -636,14 +610,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge yapf
```
autopep8 (π₯37 Β· β 4.3K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
+autopep8 (π₯37 Β· β 4.4K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
-- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 57 Β· π 280 Β· π¦ 180K Β· π 460 - 24% open Β· β±οΈ 19.03.2023):
+- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 57 Β· π 280 Β· π¦ 180K Β· π 460 - 23% open Β· β±οΈ 19.03.2023):
```
git clone https://github.com/hhatto/autopep8
```
-- [PyPi](https://pypi.org/project/autopep8) (π₯ 3.3M / month Β· π¦ 5.9K Β· β±οΈ 15.12.2022):
+- [PyPi](https://pypi.org/project/autopep8) (π₯ 3.4M / month):
```
pip install autopep8
```
@@ -654,16 +628,16 @@ This curated list contains 270 awesome open-source projects with a total of 830K
docformatter (π₯28 Β· β 410) - Formats docstrings to follow PEP 257. MIT
-- [GitHub](https://github.com/PyCQA/docformatter) (π¨βπ» 26 Β· π 51 Β· π¦ 2.8K Β· π 110 - 11% open Β· β±οΈ 18.05.2023):
+- [GitHub](https://github.com/PyCQA/docformatter) (π¨βπ» 26 Β· π 50 Β· π¦ 2.8K Β· π 120 - 12% open Β· β±οΈ 23.05.2023):
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (π₯ 350K / month Β· π¦ 140 Β· β±οΈ 16.12.2022):
+- [PyPi](https://pypi.org/project/docformatter) (π₯ 350K / month):
```
pip install docformatter
```
-- [Conda](https://anaconda.org/conda-forge/docformatter) (π₯ 63K Β· β±οΈ 15.05.2023):
+- [Conda](https://anaconda.org/conda-forge/docformatter) (π₯ 65K Β· β±οΈ 20.05.2023):
```
conda install -c conda-forge docformatter
```
@@ -675,14 +649,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/lyz-code/autoimport
```
-- [PyPi](https://pypi.org/project/autoimport) (π₯ 4K / month):
+- [PyPi](https://pypi.org/project/autoimport) (π₯ 4.3K / month):
```
pip install autoimport
```
Show 1 hidden projects...
-- pyformat (π₯19 Β· β 91 Β· π) - Formats Python code to follow a consistent style.βοΈSaxpath
+- pyformat (π₯16 Β· β 91 Β· π) - Formats Python code to follow a consistent style. βUnlicensed
@@ -692,7 +666,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
jedi (π₯40 Β· β 5.4K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
-- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 160 Β· π 500 Β· π¦ 300K Β· π 1.4K - 3% open Β· β±οΈ 21.04.2023):
+- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 160 Β· π 500 Β· π¦ 310K Β· π 1.4K - 3% open Β· β±οΈ 21.04.2023):
```
git clone https://github.com/davidhalter/jedi
@@ -708,12 +682,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
rope (π₯32 Β· β 1.6K) - a python refactoring library. βοΈLGPL-3.0
-- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 77 Β· π 140 Β· π¦ 63K Β· π 290 - 23% open Β· β±οΈ 05.05.2023):
+- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 77 Β· π 140 Β· π¦ 64K Β· π 290 - 23% open Β· β±οΈ 05.05.2023):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (π₯ 590K / month):
+- [PyPi](https://pypi.org/project/rope) (π₯ 630K / month):
```
pip install rope
```
@@ -729,7 +703,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/vulture) (π₯ 370K / month):
+- [PyPi](https://pypi.org/project/vulture) (π₯ 390K / month):
```
pip install vulture
```
@@ -738,14 +712,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge vulture
```
pyupgrade (π₯24 Β· β 2.6K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+pyupgrade (π₯24 Β· β 2.7K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 34 Β· π 140 Β· π 370 - 3% open Β· β±οΈ 16.05.2023):
```
git clone https://github.com/asottile/pyupgrade
```
-- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 390K / month):
+- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 380K / month):
```
pip install pyupgrade
```
@@ -756,7 +730,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
autoflake (π₯22 Β· β 760) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 37 Β· π 71 Β· π 100 - 33% open Β· β±οΈ 17.05.2023):
+- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 37 Β· π 71 Β· π 100 - 34% open Β· β±οΈ 24.05.2023):
```
git clone https://github.com/myint/autoflake
@@ -777,14 +751,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/asottile/add-trailing-comma
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 29K / month Β· π¦ 26 Β· β±οΈ 12.12.2022):
+- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 27K / month Β· π¦ 26 Β· β±οΈ 12.12.2022):
```
pip install add-trailing-comma
```
Bowler (π₯21 Β· β 1.5K) - Safe code refactoring for modern Python. MIT
-- [GitHub](https://github.com/facebookincubator/Bowler) (π¨βπ» 27 Β· π 92 Β· π 72 - 52% open Β· β±οΈ 20.01.2023):
+- [GitHub](https://github.com/facebookincubator/Bowler) (π¨βπ» 27 Β· π 93 Β· π 72 - 52% open Β· β±οΈ 20.01.2023):
```
git clone https://github.com/facebookincubator/Bowler
@@ -805,7 +779,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/unimport) (π₯ 13K / month Β· π¦ 5 Β· β±οΈ 29.01.2022):
+- [PyPi](https://pypi.org/project/unimport) (π₯ 14K / month Β· π¦ 5 Β· β±οΈ 29.01.2022):
```
pip install unimport
```
@@ -829,7 +803,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/ambv/retype
```
-- [PyPi](https://pypi.org/project/retype) (π₯ 580 / month Β· π¦ 19 Β· β±οΈ 14.08.2022):
+- [PyPi](https://pypi.org/project/retype) (π₯ 590 / month Β· π¦ 19 Β· β±οΈ 14.08.2022):
```
pip install retype
```
@@ -844,10 +818,10 @@ This curated list contains 270 awesome open-source projects with a total of 830K
- redbaron (π₯23 Β· β 660 Β· π) - Bottom-up approach to refactoring in python. βUnlicensed
- 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
+- MonkeyType (π₯20 Β· β 4.2K) - A Python library that generates static type annotations by.. βUnlicensed
- unify (π₯20 Β· β 81 Β· π) - Modifies strings to all use the same quote where possible. MIT
-- MonkeyType (π₯19 Β· β 4.2K) - A Python library that generates static type annotations by.. βUnlicensed
-- pep8ify (π₯16 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
-- massedit (π₯15 Β· β 110 Β· π) - Programmatically edit text files with Python. Useful for source to.. MIT
+- pep8ify (π₯15 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
+- massedit (π₯14 Β· β 110 Β· π) - Programmatically edit text files with Python. Useful for source to.. MIT
@@ -857,12 +831,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
bandit (π₯37 Β· β 5.2K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 170 Β· π 520 Β· π₯ 670 Β· π¦ 41K Β· π 630 - 29% open Β· β±οΈ 11.05.2023):
+- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 170 Β· π 520 Β· π₯ 680 Β· π¦ 42K Β· π 610 - 26% open Β· β±οΈ 22.05.2023):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (π₯ 3.1M / month Β· π¦ 1.8K Β· β±οΈ 04.03.2022):
+- [PyPi](https://pypi.org/project/bandit) (π₯ 3.1M / month):
```
pip install bandit
```
@@ -871,18 +845,6 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge bandit
```
detect-secrets (π₯28 Β· β 3K) - An enterprise friendly way of detecting and preventing.. Apache-2
-
-- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 71 Β· π 360 Β· π 320 - 37% open Β· β±οΈ 11.04.2023):
-
- ```
- git clone https://github.com/Yelp/detect-secrets
- ```
-- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 410K / month Β· π¦ 35 Β· β±οΈ 04.10.2022):
- ```
- pip install detect-secrets
- ```
-safety (π₯27 Β· β 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 41 Β· π 120 Β· π₯ 330K Β· π¦ 16 Β· π 160 - 30% open Β· β±οΈ 26.02.2023):
@@ -894,12 +856,24 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install safety
```
-- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 63K Β· β±οΈ 09.12.2022):
+- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 64K Β· β±οΈ 09.12.2022):
```
conda install -c conda-forge safety
```
dlint (π₯16 Β· β 150) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
+detect-secrets (π₯26 Β· β 3.1K) - An enterprise friendly way of detecting and preventing.. Apache-2
+
+- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 71 Β· π 360 Β· π 320 - 37% open Β· β±οΈ 11.04.2023):
+
+ ```
+ git clone https://github.com/Yelp/detect-secrets
+ ```
+- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 420K / month):
+ ```
+ pip install detect-secrets
+ ```
+dlint (π₯17 Β· β 150) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 16 Β· π 16 Β· π 43 - 51% open Β· β±οΈ 10.04.2023):
@@ -917,7 +891,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
Show 4 hidden projects...
-- pyarmor (π₯33 Β· β 2.2K) - A tool used to obfuscate python scripts, bind obfuscated scripts..βοΈSGI-B-2.0
+- pyarmor (π₯34 Β· β 2.2K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
- sqlmap (π₯29 Β· β 27K) - Automatic SQL injection and database takeover tool. βUnlicensed
- pyt (π₯22 Β· β 2.1K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
- dodgy (π₯19 Β· β 110 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
@@ -930,28 +904,28 @@ This curated list contains 270 awesome open-source projects with a total of 830K
pipenv (π₯45 Β· β 24K) - Python Development Workflow for Humans. MIT
-- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 460 Β· π 1.8K Β· π¦ 81K Β· π 3.9K - 5% open Β· β±οΈ 17.05.2023):
+- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 470 Β· π 1.8K Β· π¦ 83K Β· π 3.9K - 4% open Β· β±οΈ 21.05.2023):
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (π₯ 6.7M / month):
+- [PyPi](https://pypi.org/project/pipenv) (π₯ 6.6M / month):
```
pip install pipenv
```
-- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 100K Β· β±οΈ 29.04.2023):
+- [Conda](https://anaconda.org/conda-forge/pipenv) (π₯ 110K Β· β±οΈ 19.05.2023):
```
conda install -c conda-forge pipenv
```
virtualenv (π₯40 Β· β 4.5K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 99 Β· π 920 Β· π¦ 260K Β· π 1.3K - 6% open Β· β±οΈ 17.05.2023):
+- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 100 Β· π 930 Β· π¦ 270K Β· π 1.3K - 6% open Β· β±οΈ 19.05.2023):
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (π₯ 62M / month):
+- [PyPi](https://pypi.org/project/virtualenv) (π₯ 63M / month):
```
pip install virtualenv
```
@@ -960,14 +934,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge virtualenv
```
pyenv (π₯32 Β· β 32K) - Simple Python version management. MIT
+pyenv (π₯33 Β· β 32K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 420 Β· π 2.7K Β· π 1.6K - 1% open Β· β±οΈ 12.05.2023):
+- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 420 Β· π 2.7K Β· π 1.6K - 1% open Β· β±οΈ 25.05.2023):
```
git clone https://github.com/pyenv/pyenv
```
-- [PyPi](https://pypi.org/project/pyenv) (π₯ 9.7K / month):
+- [PyPi](https://pypi.org/project/pyenv) (π₯ 9.8K / month):
```
pip install pyenv
```
@@ -990,20 +964,20 @@ This curated list contains 270 awesome open-source projects with a total of 830K
pyenv-installer (π₯16 Β· β 3.6K) - This tool is used to install `pyenv` and friends. MIT
-- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 39 Β· π 380 Β· π 76 - 6% open Β· β±οΈ 02.04.2023):
+- [GitHub](https://github.com/pyenv/pyenv-installer) (π¨βπ» 39 Β· π 390 Β· π 76 - 6% open Β· β±οΈ 02.04.2023):
```
git clone https://github.com/pyenv/pyenv-installer
```
freshenv (π₯13 Β· β 160) - Provision, share, manage local and cloud developer environments. MPL-2.0
+freshenv (π₯14 Β· β 160) - Provision, share, manage local and cloud developer environments. MPL-2.0
- [GitHub](https://github.com/raiyanyahya/freshenv) (π¨βπ» 3 Β· π 3 Β· β±οΈ 06.11.2022):
```
git clone https://github.com/raiyanyahya/freshenv
```
-- [PyPi](https://pypi.org/project/freshenv) (π₯ 88 / month):
+- [PyPi](https://pypi.org/project/freshenv) (π₯ 190 / month):
```
pip install freshenv
```
@@ -1015,7 +989,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
Show 3 hidden projects...
- nodeenv (π₯33 Β· β 1.6K) - Virtual environment for Node.js & integrator with virtualenv.βUnlicensed
-- vex (π₯16 Β· β 370 Β· π) - Run a command in the named virtualenv. MIT
+- vex (π₯18 Β· β 370 Β· π) - Run a command in the named virtualenv. MIT
- pipenv-pipes (π₯10 Β· β 130 Β· π) - A PipEnv Environment Switcher. MIT
@@ -1024,9 +998,9 @@ This curated list contains 270 awesome open-source projects with a total of 830K
pip (π₯45 Β· β 8.7K) - The Python package installer. MIT
+pip (π₯45 Β· β 8.8K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (π¨βπ» 730 Β· π 2.7K Β· π¦ 140K Β· π 6.8K - 13% open Β· β±οΈ 08.05.2023):
+- [GitHub](https://github.com/pypa/pip) (π¨βπ» 730 Β· π 2.7K Β· π¦ 140K Β· π 6.8K - 13% open Β· β±οΈ 23.05.2023):
```
git clone https://github.com/pypa/pip
@@ -1035,43 +1009,59 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install pip
```
-- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 77M Β· β±οΈ 26.04.2023):
+- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 78M Β· β±οΈ 26.04.2023):
```
conda install -c conda-forge pip
```
pip-tools (π₯38 Β· β 6.8K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
+conda (π₯43 Β· β 5.5K) - A system-level, binary package and environment manager running on all.. BSD-3
+
+- [GitHub](https://github.com/conda/conda) (π¨βπ» 430 Β· π 1.4K Β· π¦ 40K Β· π 9.1K - 8% open Β· β±οΈ 24.05.2023):
+
+ ```
+ git clone https://github.com/conda/conda
+ ```
+- [PyPi](https://pypi.org/project/conda) (π₯ 150K / month Β· π¦ 1.1K Β· β±οΈ 16.09.2016):
+ ```
+ pip install conda
+ ```
+- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 43M Β· β±οΈ 30.03.2023):
+ ```
+ conda install -c conda-forge conda
+ ```
+poetry (π₯40 Β· β 25K Β· π) - Python packaging and dependency management made easy. MIT
+
+- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 460 Β· π 2K Β· π₯ 15M Β· π 5.1K - 12% open Β· β±οΈ 24.05.2023):
+
+ ```
+ git clone https://github.com/python-poetry/poetry
+ ```
+- [PyPi](https://pypi.org/project/poetry) (π₯ 12M / month Β· π¦ 260 Β· β±οΈ 10.01.2023):
+ ```
+ pip install poetry
+ ```
+- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 870K Β· β±οΈ 19.05.2023):
+ ```
+ conda install -c conda-forge poetry
+ ```
+pip-tools (π₯38 Β· β 6.9K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 190 Β· π 500 Β· π¦ 20K Β· π 940 - 13% open Β· β±οΈ 15.05.2023):
```
git clone https://github.com/jazzband/pip-tools
```
-- [PyPi](https://pypi.org/project/pip-tools) (π₯ 8.2M / month):
+- [PyPi](https://pypi.org/project/pip-tools) (π₯ 8M / month):
```
pip install pip-tools
```
-- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 87K Β· β±οΈ 07.04.2023):
+- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 89K Β· β±οΈ 22.05.2023):
```
conda install -c conda-forge pip-tools
```
poetry (π₯36 Β· β 25K) - Python packaging and dependency management made easy. MIT
-
-- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 460 Β· π 1.9K Β· π₯ 15M Β· π 5K - 11% open Β· β±οΈ 16.05.2023):
-
- ```
- git clone https://github.com/python-poetry/poetry
- ```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 12M / month):
- ```
- pip install poetry
- ```
-- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 870K Β· β±οΈ 05.04.2023):
- ```
- conda install -c conda-forge poetry
- ```
-pipreqs (π₯34 Β· β 5.1K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 59 Β· π 340 Β· π¦ 19K Β· π 260 - 62% open Β· β±οΈ 14.04.2023):
@@ -1088,14 +1078,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge pipreqs
```
pipx (π₯33 Β· β 6.4K) - Install and Run Python Applications in Isolated Environments. MIT
+pipx (π₯33 Β· β 6.5K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 91 Β· π 280 Β· π₯ 630 Β· π¦ 1.2K Β· π 560 - 22% open Β· β±οΈ 22.04.2023):
+- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 92 Β· π 270 Β· π₯ 800 Β· π¦ 1.2K Β· π 550 - 20% open Β· β±οΈ 24.05.2023):
```
git clone https://github.com/pypa/pipx
```
-- [PyPi](https://pypi.org/project/pipx) (π₯ 910K / month Β· π¦ 14 Β· β±οΈ 28.05.2022):
+- [PyPi](https://pypi.org/project/pipx) (π₯ 1.1M / month):
```
pip install pipx
```
@@ -1106,12 +1096,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
PDM (π₯32 Β· β 4.6K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
-- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 110 Β· π 220 Β· π₯ 3 Β· π¦ 130 Β· π 1.1K - 2% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 110 Β· π 220 Β· π₯ 3 Β· π¦ 140 Β· π 1.1K - 2% open Β· β±οΈ 24.05.2023):
```
git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pdm) (π₯ 200K / month):
+- [PyPi](https://pypi.org/project/pdm) (π₯ 210K / month Β· π¦ 37 Β· β±οΈ 02.03.2023):
```
pip install pdm
```
@@ -1122,33 +1112,32 @@ This curated list contains 270 awesome open-source projects with a total of 830K
mamba (π₯28 Β· β 4.7K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 120 Β· π 270 Β· π 1.3K - 35% open Β· β±οΈ 17.05.2023):
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 120 Β· π 270 Β· π 1.4K - 37% open Β· β±οΈ 25.05.2023):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 7.4M Β· β±οΈ 06.04.2023):
+- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 7.5M Β· β±οΈ 06.04.2023):
```
conda install -c conda-forge mamba
```
pip-run (π₯19 Β· β 84) - pip-run - dynamic dependency loader for Python. MIT
+pip-run (π₯18 Β· β 84) - pip-run - dynamic dependency loader for Python. MIT
-- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 15 Β· π 15 Β· π 57 - 5% open Β· β±οΈ 11.05.2023):
+- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 15 Β· π 13 Β· π 57 - 1% open Β· β±οΈ 24.05.2023):
```
git clone https://github.com/jaraco/pip-run
```
-- [PyPi](https://pypi.org/project/pip-run) (π₯ 4.1K / month Β· π¦ 3 Β· β±οΈ 23.01.2023):
+- [PyPi](https://pypi.org/project/pip-run) (π₯ 3.5K / month):
```
pip install pip-run
```
Show 3 hidden projects...
+Show 2 hidden projects...
-- conda (π₯41 Β· β 5.4K) - 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
+- pyflow (π₯23 Β· β 1.3K Β· π) - An installation and dependency system for Python. MIT
@@ -1158,7 +1147,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
prospector (π₯34 Β· β 1.8K) - Inspects Python source files and provides information about.. βοΈGPL-2.0
-- [GitHub](https://github.com/PyCQA/prospector) (π¨βπ» 88 Β· π 170 Β· π¦ 4.2K Β· π 360 - 14% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/PyCQA/prospector) (π¨βπ» 88 Β· π 170 Β· π¦ 4.3K Β· π 360 - 14% open Β· β±οΈ 25.05.2023):
```
git clone https://github.com/PyCQA/prospector
@@ -1167,23 +1156,23 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install prospector
```
-- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 70K Β· β±οΈ 09.05.2023):
+- [Conda](https://anaconda.org/conda-forge/prospector) (π₯ 71K Β· β±οΈ 25.05.2023):
```
conda install -c conda-forge prospector
```
radon (π₯32 Β· β 1.4K) - Various code metrics for Python code. MIT
+radon (π₯31 Β· β 1.4K) - Various code metrics for Python code. MIT
- [GitHub](https://github.com/rubik/radon) (π¨βπ» 56 Β· π 100 Β· π¦ 4K Β· π 160 - 12% open Β· β±οΈ 26.03.2023):
```
git clone https://github.com/rubik/radon
```
-- [PyPi](https://pypi.org/project/radon) (π₯ 440K / month Β· π¦ 630 Β· β±οΈ 08.08.2021):
+- [PyPi](https://pypi.org/project/radon) (π₯ 440K / month Β· π¦ 640 Β· β±οΈ 08.08.2021):
```
pip install radon
```
-- [Conda](https://anaconda.org/conda-forge/radon) (π₯ 58K Β· β±οΈ 07.09.2021):
+- [Conda](https://anaconda.org/conda-forge/radon) (π₯ 59K Β· β±οΈ 07.09.2021):
```
conda install -c conda-forge radon
```
@@ -1211,7 +1200,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (π₯ 10K / month Β· π¦ 10 Β· β±οΈ 20.10.2022):
+- [PyPi](https://pypi.org/project/wily) (π₯ 11K / month Β· π¦ 10 Β· β±οΈ 20.10.2022):
```
pip install wily
```
@@ -1223,7 +1212,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/mschwager/cohesion
```
-- [PyPi](https://pypi.org/project/cohesion) (π₯ 19K / month Β· π¦ 12 Β· β±οΈ 10.07.2019):
+- [PyPi](https://pypi.org/project/cohesion) (π₯ 15K / month Β· π¦ 12 Β· β±οΈ 10.07.2019):
```
pip install cohesion
```
@@ -1244,12 +1233,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
rich (π₯43 Β· β 43K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 220 Β· π 1.5K Β· π¦ 89K Β· π 1.1K - 9% open Β· β±οΈ 09.05.2023):
+- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 220 Β· π 1.6K Β· π¦ 91K Β· π 1.1K - 12% open Β· β±οΈ 09.05.2023):
```
git clone https://github.com/Textualize/rich
```
-- [PyPi](https://pypi.org/project/rich) (π₯ 23M / month):
+- [PyPi](https://pypi.org/project/rich) (π₯ 22M / month Β· π¦ 4.3K Β· β±οΈ 28.01.2023):
```
pip install rich
```
@@ -1260,12 +1249,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
tqdm (π₯43 Β· β 25K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 110 Β· π 1.3K Β· π₯ 11K Β· π¦ 470K Β· π 1K - 43% open Β· β±οΈ 03.03.2023):
+- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 110 Β· π 1.2K Β· π₯ 11K Β· π¦ 470K Β· π 910 - 37% open Β· β±οΈ 03.03.2023):
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (π₯ 52M / month Β· π¦ 26K Β· β±οΈ 03.03.2023):
+- [PyPi](https://pypi.org/project/tqdm) (π₯ 51M / month):
```
pip install tqdm
```
@@ -1280,12 +1269,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
sentry-sdk (π₯39 Β· β 1.5K) - The official Python SDK for Sentry.io. MIT
-- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 170 Β· π 360 Β· π₯ 3.5K Β· π¦ 43K Β· π 900 - 20% open Β· β±οΈ 17.05.2023):
+- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 170 Β· π 380 Β· π₯ 3.5K Β· π¦ 44K Β· π 940 - 23% open Β· β±οΈ 25.05.2023):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 21M / month):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 21M / month Β· π¦ 400 Β· β±οΈ 16.03.2023):
```
pip install sentry-sdk
```
@@ -1301,7 +1290,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (π₯ 9M / month Β· π¦ 2.5K Β· β±οΈ 20.09.2020):
+- [PyPi](https://pypi.org/project/loguru) (π₯ 9.8M / month Β· π¦ 2.5K Β· β±οΈ 20.09.2020):
```
pip install loguru
```
@@ -1310,30 +1299,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge loguru
```
python-json-logger (π₯34 Β· β 1.5K) - Json Formatter for the standard python logger. BSD-2
+tabulate (π₯33 Β· β 1.7K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 63 Β· π 200 Β· π¦ 50K Β· π 94 - 5% 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₯ 15M / month):
- ```
- pip install python-json-logger
- ```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 3.7M Β· β±οΈ 22.02.2023):
- ```
- conda install -c conda-forge python-json-logger
- ```
-tabulate (π₯32 Β· β 1.7K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-
-- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 84 Β· π 130 Β· π¦ 120K Β· π 180 - 27% open Β· β±οΈ 30.04.2023):
+- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 84 Β· π 130 Β· π¦ 120K Β· π 200 - 35% open Β· β±οΈ 30.04.2023):
```
git clone https://github.com/astanin/python-tabulate
```
-- [PyPi](https://pypi.org/project/tabulate) (π₯ 46M / month):
+- [PyPi](https://pypi.org/project/tabulate) (π₯ 46M / month Β· π¦ 7.7K Β· β±οΈ 06.10.2022):
```
pip install tabulate
```
@@ -1342,46 +1315,62 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge tabulate
```
progressbar2 (π₯32 Β· β 810) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
+python-json-logger (π₯33 Β· β 1.5K) - Json Formatter for the standard python logger. BSD-2
-- [GitHub](https://github.com/wolph/python-progressbar) (π¨βπ» 42 Β· π 97 Β· π₯ 1.9K Β· π¦ 28K Β· π 210 - 5% open Β· β±οΈ 18.03.2023):
+- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 63 Β· π 210 Β· π¦ 50K Β· π 98 - 9% open Β· β±οΈ 28.02.2023):
+
+ ```
+ git clone https://github.com/madzak/python-json-logger
+ ```
+- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 15M / month Β· π¦ 810 Β· β±οΈ 11.07.2022):
+ ```
+ pip install python-json-logger
+ ```
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 3.8M Β· β±οΈ 22.02.2023):
+ ```
+ conda install -c conda-forge python-json-logger
+ ```
+progressbar2 (π₯32 Β· β 820) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
+
+- [GitHub](https://github.com/wolph/python-progressbar) (π¨βπ» 42 Β· π 97 Β· π₯ 1.9K Β· π¦ 29K Β· π 210 - 5% open Β· β±οΈ 18.03.2023):
```
git clone https://github.com/WoLpH/python-progressbar
```
-- [PyPi](https://pypi.org/project/progressbar2) (π₯ 15M / month):
+- [PyPi](https://pypi.org/project/progressbar2) (π₯ 16M / month):
```
pip install progressbar2
```
-- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 890K Β· β±οΈ 27.10.2022):
+- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 910K Β· β±οΈ 27.10.2022):
```
conda install -c conda-forge progressbar2
```
alive-progress (π₯31 Β· β 4.4K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
+alive-progress (π₯29 Β· β 4.4K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 7 Β· π 180 Β· π¦ 1.9K Β· π 190 - 9% open Β· β±οΈ 09.05.2023):
```
git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/alive-progress) (π₯ 290K / month Β· π¦ 180 Β· β±οΈ 02.01.2023):
+- [PyPi](https://pypi.org/project/alive-progress) (π₯ 280K / month):
```
pip install alive-progress
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 32K Β· β±οΈ 09.05.2023):
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 33K Β· β±οΈ 09.05.2023):
```
conda install -c conda-forge alive-progress
```
colorlog (π₯29 Β· β 800 Β· π€) - A colored formatter for the python logging module. MIT
-- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 30 Β· π 81 Β· π¦ 25K Β· π 74 - 1% open Β· β±οΈ 29.08.2022):
+- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 30 Β· π 84 Β· π¦ 25K Β· π 76 - 3% open Β· β±οΈ 29.08.2022):
```
git clone https://github.com/borntyping/python-colorlog
```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 6.6M / month):
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 6.4M / month Β· π¦ 2.6K Β· β±οΈ 29.08.2022):
```
pip install colorlog
```
@@ -1392,12 +1381,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
notifiers (π₯28 Β· β 2.4K Β· π€) - The easy way to send notifications. MIT
-- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 19 Β· π 97 Β· π¦ 940 Β· π 110 - 38% open Β· β±οΈ 14.07.2022):
+- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 19 Β· π 97 Β· π¦ 950 Β· π 99 - 33% open Β· β±οΈ 14.07.2022):
```
git clone https://github.com/liiight/notifiers
```
-- [PyPi](https://pypi.org/project/notifiers) (π₯ 590K / month Β· π¦ 25 Β· β±οΈ 10.02.2022):
+- [PyPi](https://pypi.org/project/notifiers) (π₯ 590K / month):
```
pip install notifiers
```
@@ -1406,14 +1395,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge notifiers
```
wasabi (π₯28 Β· β 380) - A lightweight console printing and formatting toolkit. MIT
+wasabi (π₯28 Β· β 400) - A lightweight console printing and formatting toolkit. MIT
-- [GitHub](https://github.com/explosion/wasabi) (π¨βπ» 12 Β· π 26 Β· π¦ 28K Β· π 9 - 44% open Β· β±οΈ 20.04.2023):
+- [GitHub](https://github.com/explosion/wasabi) (π¨βπ» 12 Β· π 26 Β· π¦ 29K Β· π 9 - 44% open Β· β±οΈ 20.04.2023):
```
git clone https://github.com/ines/wasabi
```
-- [PyPi](https://pypi.org/project/wasabi) (π₯ 4.2M / month Β· π¦ 310 Β· β±οΈ 16.01.2023):
+- [PyPi](https://pypi.org/project/wasabi) (π₯ 4.1M / month Β· π¦ 310 Β· β±οΈ 16.01.2023):
```
pip install wasabi
```
@@ -1429,12 +1418,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/Qix-/better-exceptions
```
-- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 140K / month Β· π¦ 84 Β· β±οΈ 29.01.2021):
+- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 110K / month Β· π¦ 84 Β· β±οΈ 29.01.2021):
```
pip install better-exceptions
```
stackprinter (π₯23 Β· β 1.2K) - Debugging-friendly exceptions for Python. MIT
+stackprinter (π₯24 Β· β 1.2K) - Debugging-friendly exceptions for Python. MIT
- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 7 Β· π 35 Β· π¦ 260 Β· π 27 - 22% open Β· β±οΈ 20.02.2023):
@@ -1450,14 +1439,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge stackprinter
```
python-devtools (π₯22 Β· β 740) - Dev tools for python. MIT
+python-devtools (π₯22 Β· β 750) - Dev tools for python. MIT
-- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 12 Β· π 33 Β· π¦ 1.5K Β· π 49 - 22% open Β· β±οΈ 27.04.2023):
+- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 12 Β· π 33 Β· π¦ 1.5K Β· π 49 - 22% open Β· β±οΈ 23.05.2023):
```
git clone https://github.com/samuelcolvin/python-devtools
```
-- [PyPi](https://pypi.org/project/python-devtools) (π₯ 340 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
+- [PyPi](https://pypi.org/project/python-devtools) (π₯ 420 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
```
pip install python-devtools
```
@@ -1469,11 +1458,11 @@ This curated list contains 270 awesome open-source projects with a total of 830K
Show 7 hidden projects...
- structlog (π₯34 Β· β 2.6K) - Simple, powerful, and fast logging for Python.βUnlicensed
-- prettytable (π₯31 Β· β 1K) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
+- prettytable (π₯30 Β· β 1K) - Display tabular data in a visually appealing ASCII table.. βUnlicensed
- logbook (π₯29 Β· β 1.4K Β· π) - A cool logging replacement for Python. βUnlicensed
- python-coloredlogs (π₯28 Β· β 500 Β· π) - Colored terminal output for Pythons logging module. MIT
-- rebound (π₯25 Β· β 4K Β· π) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT
-- PrettyErrors (π₯22 Β· β 2.6K Β· π) - Prettify Python exception output to make it legible. MIT
+- rebound (π₯22 Β· β 4K Β· π) - Command-line tool that instantly fetches Stack Overflow.. βUnlicensed
+- PrettyErrors (π₯18 Β· β 2.6K Β· π) - Prettify Python exception output to make it legible. MIT
- tbvaccine (π₯16 Β· β 370 Β· π) - A small utility to pretty-print Python tracebacks. MIT
@@ -1484,19 +1473,19 @@ This curated list contains 270 awesome open-source projects with a total of 830K
xxh (π₯23 Β· β 4.4K) - Bring your favorite shell wherever you go through the ssh. BSD-2
-- [GitHub](https://github.com/xxh/xxh) (π¨βπ» 23 Β· π 88 Β· π₯ 1.5K Β· π¦ 74 Β· π 77 - 24% open Β· β±οΈ 27.04.2023):
+- [GitHub](https://github.com/xxh/xxh) (π¨βπ» 23 Β· π 88 Β· π₯ 1.5K Β· π¦ 74 Β· π 77 - 24% open Β· β±οΈ 25.05.2023):
```
git clone https://github.com/xxh/xxh
```
-- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 240 / month Β· β±οΈ 29.09.2022):
+- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 240 / month):
```
pip install xxh-xxh
```
Show 1 hidden projects...
-- xonsh (π₯31 Β· β 7K) - Python-powered, cross-platform, Unix-gazing shell.βοΈBSD-1-Clause
+- xonsh (π₯28 Β· β 7K) - Python-powered, cross-platform, Unix-gazing shell. βUnlicensed
@@ -1508,28 +1497,28 @@ This curated list contains 270 awesome open-source projects with a total of 830K
mkdocs-material (π₯42 Β· β 14K) - Documentation that simply works. MIT 
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 210 Β· π 3K Β· π¦ 32K Β· π 1.9K - 1% open Β· β±οΈ 17.05.2023):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 210 Β· π 2.9K Β· π¦ 33K Β· π 1.9K - 1% open Β· β±οΈ 23.05.2023):
```
git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 2.4M / month Β· π¦ 790 Β· β±οΈ 08.11.2022):
+- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 2.4M / month):
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 250K Β· β±οΈ 16.05.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 250K Β· β±οΈ 20.05.2023):
```
conda install -c conda-forge mkdocs-material
```
mkdocs (π₯41 Β· β 16K) - Project documentation with Markdown. BSD-2
-- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 240 Β· π 2.2K Β· π¦ 44K Β· π 1.8K - 7% open Β· β±οΈ 14.05.2023):
+- [GitHub](https://github.com/mkdocs/mkdocs) (π¨βπ» 240 Β· π 2.2K Β· π¦ 44K Β· π 1.8K - 6% open Β· β±οΈ 18.05.2023):
```
git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs) (π₯ 1.7M / month Β· π¦ 4.3K Β· β±οΈ 01.11.2022):
+- [PyPi](https://pypi.org/project/mkdocs) (π₯ 1.7M / month):
```
pip install mkdocs
```
@@ -1540,7 +1529,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
sphinx_rtd_theme (π₯31 Β· β 4.4K) - 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 770 - 21% open Β· β±οΈ 18.05.2023):
+- [GitHub](https://github.com/readthedocs/sphinx_rtd_theme) (π¨βπ» 120 Β· π 1.6K Β· π¦ 16 Β· π 770 - 21% open Β· β±οΈ 24.05.2023):
```
git clone https://github.com/readthedocs/sphinx_rtd_theme
@@ -1549,14 +1538,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install sphinx_rtd_theme
```
-- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 3.3M Β· β±οΈ 12.02.2023):
+- [Conda](https://anaconda.org/conda-forge/sphinx_rtd_theme) (π₯ 3.3M Β· β±οΈ 23.05.2023):
```
conda install -c conda-forge sphinx_rtd_theme
```
mkdocstrings (π₯31 Β· β 1.2K) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 36 Β· π 91 Β· π¦ 7.8K Β· π 340 - 13% open Β· β±οΈ 11.05.2023):
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 36 Β· π 91 Β· π¦ 7.8K Β· π 340 - 13% open Β· β±οΈ 24.05.2023):
```
git clone https://github.com/mkdocstrings/mkdocstrings
@@ -1565,19 +1554,19 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install mkdocstrings
```
-- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 63K Β· β±οΈ 07.04.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 64K Β· β±οΈ 23.05.2023):
```
conda install -c conda-forge mkdocstrings
```
sphinx-autodoc-typehints (π₯31 Β· β 480) - Type hints support for the Sphinx autodoc extension. MIT
-- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 52 Β· π 93 Β· π¦ 36K Β· π 170 - 16% open Β· β±οΈ 03.05.2023):
+- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 52 Β· π 93 Β· π¦ 37K Β· π 170 - 16% open Β· β±οΈ 03.05.2023):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 1.3M / month):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 1.2M / month):
```
pip install sphinx-autodoc-typehints
```
@@ -1600,24 +1589,24 @@ This curated list contains 270 awesome open-source projects with a total of 830K
interrogate (π₯26 Β· β 480 Β· π€) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 12 Β· π 35 Β· π¦ 4.3K Β· π 50 - 46% open Β· β±οΈ 29.07.2022):
+- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 12 Β· π 36 Β· π¦ 4.4K Β· π 50 - 46% open Β· β±οΈ 29.07.2022):
```
git clone https://github.com/econchick/interrogate
```
-- [PyPi](https://pypi.org/project/interrogate) (π₯ 92K / month Β· π¦ 180 Β· β±οΈ 10.09.2021):
+- [PyPi](https://pypi.org/project/interrogate) (π₯ 79K / month Β· π¦ 180 Β· β±οΈ 10.09.2021):
```
pip install interrogate
```
sphinx-autobuild (π₯26 Β· β 460) - Watch a Sphinx directory and rebuild the documentation.. MIT
-- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 24 Β· π 58 Β· π¦ 18K Β· π 69 - 23% open Β· β±οΈ 09.02.2023):
+- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 24 Β· π 58 Β· π¦ 18K Β· π 74 - 28% open Β· β±οΈ 09.02.2023):
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 400K / month):
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 400K / month Β· π¦ 2.9K Β· β±οΈ 14.03.2021):
```
pip install sphinx-autobuild
```
@@ -1626,58 +1615,58 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge sphinx-autobuild
```
mkdocs-awesome-pages-plugin (π₯26 Β· β 320) - An MkDocs plugin that simplifies configuring page.. MIT
+mkdocs-awesome-pages-plugin (π₯26 Β· β 330) - An MkDocs plugin that simplifies configuring page.. MIT
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 6 Β· π 31 Β· π¦ 2.6K Β· π 58 - 18% open Β· β±οΈ 08.05.2023):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 6 Β· π 28 Β· π¦ 2.6K Β· π 58 - 18% open Β· β±οΈ 08.05.2023):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 100K / month Β· π¦ 110 Β· β±οΈ 24.07.2022):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 100K / month):
```
pip install mkdocs-awesome-pages-plugin
```
releases (π₯26 Β· β 170) - A powerful Sphinx changelog-generating extension. BSD-2
-- [GitHub](https://github.com/bitprophet/releases) (π¨βπ» 10 Β· π 40 Β· π¦ 560 Β· π 74 - 37% open Β· β±οΈ 28.04.2023):
+- [GitHub](https://github.com/bitprophet/releases) (π¨βπ» 10 Β· π 40 Β· π¦ 570 Β· π 74 - 37% open Β· β±οΈ 28.04.2023):
```
git clone https://github.com/bitprophet/releases
```
-- [PyPi](https://pypi.org/project/releases) (π₯ 13K / month Β· π¦ 370 Β· β±οΈ 02.01.2023):
+- [PyPi](https://pypi.org/project/releases) (π₯ 12K / month Β· π¦ 370 Β· β±οΈ 02.01.2023):
```
pip install releases
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (π₯ 48K Β· β±οΈ 19.10.2021):
+- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (π₯ 49K Β· β±οΈ 19.10.2021):
```
conda install -c conda-forge sphinx-releases
```
Griffe (π₯26 Β· β 160) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
+Griffe (π₯26 Β· β 170) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
-- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 17 Β· π 26 Β· π¦ 2K Β· π 130 - 23% open Β· β±οΈ 17.05.2023):
+- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 19 Β· π 27 Β· π¦ 2.1K Β· π 130 - 23% open Β· β±οΈ 24.05.2023):
```
git clone https://github.com/mkdocstrings/griffe
```
-- [PyPi](https://pypi.org/project/griffe) (π₯ 410K / month):
+- [PyPi](https://pypi.org/project/griffe) (π₯ 420K / month):
```
pip install griffe
```
-- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 120K Β· β±οΈ 17.05.2023):
+- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 120K Β· β±οΈ 24.05.2023):
```
conda install -c conda-forge griffe
```
pdoc3 (π₯25 Β· β 970) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
-- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 58 Β· π 140 Β· π¦ 3.2K Β· π 310 - 34% open Β· β±οΈ 21.12.2022):
+- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 58 Β· π 140 Β· π¦ 3.3K Β· π 310 - 34% open Β· β±οΈ 21.12.2022):
```
git clone https://github.com/pdoc3/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc3) (π₯ 240K / month):
+- [PyPi](https://pypi.org/project/pdoc3) (π₯ 250K / month):
```
pip install pdoc3
```
@@ -1686,26 +1675,26 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c anaconda pdoc3
```
portray (π₯23 Β· β 840) - Your Project with Great Documentation. MIT
+portray (π₯20 Β· β 840) - Your Project with Great Documentation. MIT
-- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 20 Β· π 72 Β· π¦ 790 Β· π 63 - 50% open Β· β±οΈ 03.01.2023):
+- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 20 Β· π 74 Β· π¦ 790 Β· π 62 - 48% open Β· β±οΈ 03.01.2023):
```
git clone https://github.com/timothycrosley/portray
```
-- [PyPi](https://pypi.org/project/portray) (π₯ 17K / month Β· π¦ 21 Β· β±οΈ 19.12.2022):
+- [PyPi](https://pypi.org/project/portray) (π₯ 17K / month):
```
pip install portray
```
blacken-docs (π₯20 Β· β 510) - Run `black` on python code blocks in documentation files. MIT
+blacken-docs (π₯20 Β· β 520) - Run `black` on python code blocks in documentation files. MIT
-- [GitHub](https://github.com/adamchainz/blacken-docs) (π¨βπ» 16 Β· π 32 Β· π 67 - 17% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/adamchainz/blacken-docs) (π¨βπ» 16 Β· π 33 Β· π 67 - 17% open Β· β±οΈ 20.05.2023):
```
git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 120K / month):
+- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 130K / month):
```
pip install blacken-docs
```
@@ -1721,7 +1710,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 6.6K / month):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 5.6K / month Β· π¦ 23 Β· β±οΈ 27.07.2021):
```
pip install lazydocs
```
@@ -1733,7 +1722,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/timvink/mkdocs-print-site-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 9.9K / month):
+- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (π₯ 9.4K / month Β· π¦ 5 Β· β±οΈ 01.06.2022):
```
pip install mkdocs-print-site-plugin
```
@@ -1742,8 +1731,8 @@ This curated list contains 270 awesome open-source projects with a total of 830K
- sphinx (π₯42 Β· β 5.4K) - The Sphinx documentation generator. βUnlicensed βUnlicensed βUnlicensed
-- numpydoc (π₯27 Β· β 240) - Numpys Sphinx extensions. βUnlicensed βUnlicensed
+- numpydoc (π₯26 Β· β 240) - Numpys Sphinx extensions. βUnlicensed ISC
- pycco (π₯22 Β· β 820 Β· π) - Literate-style documentation generator. MIT
- mkdocs-with-pdf (π₯22 Β· β 240 Β· π) - Generate a single PDF file from MkDocs repository. MIT pudb (π₯32 Β· β 2.7K) - Full-screen console debugger for Python. MIT
-- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 92 Β· π 220 Β· π¦ 4.8K Β· π 320 - 48% open Β· β±οΈ 13.05.2023):
+- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 92 Β· π 220 Β· π¦ 4.8K Β· π 320 - 48% open Β· β±οΈ 23.05.2023):
```
git clone https://github.com/inducer/pudb
@@ -1770,7 +1759,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install pudb
```
-- [Conda](https://anaconda.org/conda-forge/pudb) (π₯ 210K Β· β±οΈ 04.11.2022):
+- [Conda](https://anaconda.org/conda-forge/pudb) (π₯ 220K Β· β±οΈ 04.11.2022):
```
conda install -c conda-forge pudb
```
@@ -1782,7 +1771,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/ipdb) (π₯ 2.2M / month Β· π¦ 8.9K Β· β±οΈ 13.12.2022):
+- [PyPi](https://pypi.org/project/ipdb) (π₯ 2.2M / month Β· π¦ 9K Β· β±οΈ 13.12.2022):
```
pip install ipdb
```
@@ -1793,12 +1782,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
pyelftools (π₯30 Β· β 1.7K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 91 Β· π 460 Β· π¦ 5.2K Β· π 210 - 30% open Β· β±οΈ 21.04.2023):
+- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 91 Β· π 460 Β· π¦ 5.3K Β· π 210 - 30% open Β· β±οΈ 21.04.2023):
```
git clone https://github.com/eliben/pyelftools
```
-- [PyPi](https://pypi.org/project/pyelftools) (π₯ 2M / month Β· π¦ 550 Β· β±οΈ 10.08.2022):
+- [PyPi](https://pypi.org/project/pyelftools) (π₯ 1.7M / month Β· π¦ 550 Β· β±οΈ 10.08.2022):
```
pip install pyelftools
```
@@ -1809,24 +1798,40 @@ This curated list contains 270 awesome open-source projects with a total of 830K
gdbgui (π₯29 Β· β 9.2K Β· π€) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. βοΈGPL-3.0
-- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 40 Β· π 470 Β· π₯ 14K Β· π¦ 280 Β· π 310 - 44% open Β· β±οΈ 22.06.2022):
+- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 40 Β· π 470 Β· π₯ 14K Β· π¦ 290 Β· π 310 - 44% open Β· β±οΈ 22.06.2022):
```
git clone https://github.com/cs01/gdbgui
```
-- [PyPi](https://pypi.org/project/gdbgui) (π₯ 64K / month):
+- [PyPi](https://pypi.org/project/gdbgui) (π₯ 67K / month):
```
pip install gdbgui
```
icecream (π₯26 Β· β 6.8K Β· π) - Never use print() to debug again. MIT
+
+- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 21 Β· π 140 Β· π 110 - 35% open Β· β±οΈ 04.12.2022):
+
+ ```
+ git clone https://github.com/gruns/icecream
+ ```
+- [PyPi](https://pypi.org/project/icecream) (π₯ 260K / month Β· π¦ 120 Β· β±οΈ 21.07.2022):
+ ```
+ pip install icecream
+ ```
+- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 16K Β· β±οΈ 21.07.2022):
+ ```
+ conda install -c conda-forge icecream
+ ```
+pdbpp (π₯26 Β· β 1.1K Β· π€) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
-- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 41 Β· π 59 Β· π¦ 4.8K Β· π 220 - 42% open Β· β±οΈ 14.07.2022):
+- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 41 Β· π 60 Β· π¦ 4.8K Β· π 220 - 42% open Β· β±οΈ 14.07.2022):
```
git clone https://github.com/pdbpp/pdbpp
```
-- [PyPi](https://pypi.org/project/pdbpp) (π₯ 240K / month Β· π¦ 690 Β· β±οΈ 09.07.2021):
+- [PyPi](https://pypi.org/project/pdbpp) (π₯ 240K / month Β· π¦ 700 Β· β±οΈ 09.07.2021):
```
pip install pdbpp
```
@@ -1837,16 +1842,16 @@ This curated list contains 270 awesome open-source projects with a total of 830K
PySnooper (π₯24 Β· β 16K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 27 Β· π 930 Β· π 120 - 18% open Β· β±οΈ 12.04.2023):
+- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 27 Β· π 920 Β· π 120 - 18% open Β· β±οΈ 12.04.2023):
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (π₯ 290K / month):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 280K / month):
```
pip install pysnooper
```
-- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 63K Β· β±οΈ 04.04.2022):
+- [Conda](https://anaconda.org/conda-forge/pysnooper) (π₯ 64K Β· β±οΈ 04.04.2022):
```
conda install -c conda-forge pysnooper
```
@@ -1858,7 +1863,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 14K / month Β· π¦ 22 Β· β±οΈ 27.09.2022):
+- [PyPi](https://pypi.org/project/hunter) (π₯ 13K / month Β· π¦ 22 Β· β±οΈ 27.09.2022):
```
pip install hunter
```
@@ -1867,22 +1872,6 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge hunter
```
icecream (π₯22 Β· β 6.8K) - Never use print() to debug again. MIT
-
-- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 21 Β· π 140 Β· π 100 - 33% open Β· β±οΈ 04.12.2022):
-
- ```
- git clone https://github.com/gruns/icecream
- ```
-- [PyPi](https://pypi.org/project/icecream) (π₯ 260K / month):
- ```
- pip install icecream
- ```
-- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 16K Β· β±οΈ 21.07.2022):
- ```
- conda install -c conda-forge icecream
- ```
-pyrasite (π₯22 Β· β 2.7K) - Inject code into running Python processes. βοΈGPL-3.0
- [GitHub](https://github.com/lmacken/pyrasite) (π¨βπ» 23 Β· π 200 Β· π¦ 48 Β· π 56 - 71% open Β· β±οΈ 03.03.2023):
@@ -1890,11 +1879,27 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/lmacken/pyrasite
```
-- [PyPi](https://pypi.org/project/pyrasite) (π₯ 26K / month):
+- [PyPi](https://pypi.org/project/pyrasite) (π₯ 25K / month):
```
pip install pyrasite
```
snoop (π₯22 Β· β 930) - A powerful set of Python debugging tools, based on PySnooper. MIT
+
+- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 22 Β· π 32 Β· π 50 - 44% open Β· β±οΈ 22.12.2022):
+
+ ```
+ git clone https://github.com/alexmojaki/snoop
+ ```
+- [PyPi](https://pypi.org/project/snoop) (π₯ 41K / month Β· π¦ 22 Β· β±οΈ 22.12.2022):
+ ```
+ pip install snoop
+ ```
+- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 3.4K Β· β±οΈ 22.12.2022):
+ ```
+ conda install -c conda-forge snoop
+ ```
+python-manhole (π₯21 Β· β 340) - Debugging manhole for python applications. BSD-2
- [GitHub](https://github.com/ionelmc/python-manhole) (π¨βπ» 11 Β· π 21 Β· π¦ 250 Β· π 22 - 31% open Β· β±οΈ 17.12.2022):
@@ -1902,7 +1907,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/ionelmc/python-manhole
```
-- [PyPi](https://pypi.org/project/manhole) (π₯ 19K / month Β· π¦ 37 Β· β±οΈ 08.04.2021):
+- [PyPi](https://pypi.org/project/manhole) (π₯ 17K / month Β· π¦ 37 Β· β±οΈ 08.04.2021):
```
pip install manhole
```
@@ -1911,37 +1916,21 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge manhole
```
snoop (π₯18 Β· β 920) - A powerful set of Python debugging tools, based on PySnooper. MIT
-
-- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 22 Β· π 32 Β· π 50 - 44% open Β· β±οΈ 22.12.2022):
-
- ```
- git clone https://github.com/alexmojaki/snoop
- ```
-- [PyPi](https://pypi.org/project/snoop) (π₯ 45K / month):
- ```
- pip install snoop
- ```
-- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 3.4K Β· β±οΈ 22.12.2022):
- ```
- conda install -c conda-forge snoop
- ```
-Birdseye (π₯17 Β· β 1.5K Β· π€) - Graphical Python debugger which lets you easily view the values of.. MIT
+Birdseye (π₯20 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 54 - 37% open Β· β±οΈ 18.05.2022):
```
git clone https://github.com/alexmojaki/birdseye
```
-- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.3K / month):
+- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.4K / month Β· π¦ 4 Β· β±οΈ 18.05.2022):
```
pip install birdseye
```
reloadium (π₯16 Β· β 2.4K) - ChatGPT, Hot Reloading and Profiling for Python. Apache-2
-- [GitHub](https://github.com/reloadware/reloadium) (π¨βπ» 2 Β· π 41 Β· π 100 - 10% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/reloadware/reloadium) (π¨βπ» 2 Β· π 42 Β· π 100 - 10% open Β· β±οΈ 16.05.2023):
```
git clone https://github.com/reloadware/reloadium
@@ -1963,7 +1952,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
pytest (π₯47 Β· β 10K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 870 Β· π 2.3K Β· π¦ 910K Β· π 5.3K - 15% open Β· β±οΈ 18.05.2023):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 870 Β· π 2.3K Β· π¦ 920K Β· π 5.3K - 15% open Β· β±οΈ 24.05.2023):
```
git clone https://github.com/pytest-dev/pytest
@@ -1977,14 +1966,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge pytest
```
robotframework (π₯41 Β· β 8K) - Generic automation framework for acceptance testing and RPA. Apache-2
+robotframework (π₯42 Β· β 8.1K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 180 Β· π 2.1K Β· π₯ 540 Β· π¦ 7.7K Β· π 4.1K - 6% open Β· β±οΈ 17.05.2023):
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 180 Β· π 2.1K Β· π₯ 540 Β· π¦ 7.7K Β· π 4.2K - 7% open Β· β±οΈ 24.05.2023):
```
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 09.01.2023):
```
pip install robotframework
```
@@ -1993,6 +1982,22 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge robotframework
```
hypothesis (π₯42 Β· β 6.7K Β· π) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0
+
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 310 Β· π 550 Β· π¦ 21K Β· π 1.4K - 4% open Β· β±οΈ 22.05.2023):
+
+ ```
+ git clone https://github.com/HypothesisWorks/hypothesis
+ ```
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 5.5M / month Β· π¦ 2.3K Β· β±οΈ 27.01.2023):
+ ```
+ pip install hypothesis
+ ```
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 7.6M Β· β±οΈ 14.05.2023):
+ ```
+ conda install -c conda-forge hypothesis
+ ```
+tox (π₯39 Β· β 3.3K) - Command line driven CI frontend and development task automation tool. MIT
- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 280 Β· π 470 Β· π¦ 99K Β· π 1.6K - 5% open Β· β±οΈ 08.05.2023):
@@ -2000,18 +2005,50 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/tox-dev/tox
```
-- [PyPi](https://pypi.org/project/tox) (π₯ 16M / month Β· π¦ 22K Β· β±οΈ 21.02.2023):
+- [PyPi](https://pypi.org/project/tox) (π₯ 14M / month Β· π¦ 22K Β· β±οΈ 21.02.2023):
```
pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 690K Β· β±οΈ 18.01.2023):
+- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 700K Β· β±οΈ 18.01.2023):
```
conda install -c conda-forge tox
```
mimesis (π₯34 Β· β 4K) - Mimesis is a robust data generator for Python, capable of rapidly producing.. MIT
+pyautogui (π₯36 Β· β 8.1K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
-- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 120 Β· π 310 Β· π₯ 410 Β· π¦ 1.3K Β· π 320 - 1% open Β· β±οΈ 18.05.2023):
+- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 51 Β· π 1.1K Β· π¦ 24K Β· π 670 - 66% open Β· β±οΈ 24.05.2023):
+
+ ```
+ git clone https://github.com/asweigart/pyautogui
+ ```
+- [PyPi](https://pypi.org/project/pyautogui) (π₯ 600K / month Β· π¦ 760 Β· β±οΈ 07.07.2021):
+ ```
+ pip install pyautogui
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyautogui) (π₯ 190K Β· β±οΈ 10.09.2022):
+ ```
+ conda install -c conda-forge pyautogui
+ ```
+pytest-cov (π₯35 Β· β 1.4K) - Coverage plugin for pytest. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 86 Β· π 200 Β· π¦ 250K Β· π 360 - 33% open Β· β±οΈ 24.05.2023):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-cov
+ ```
+- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 23M / month):
+ ```
+ pip install pytest-cov
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 8.5M Β· β±οΈ 24.05.2023):
+ ```
+ conda install -c conda-forge pytest-cov
+ ```
+mimesis (π₯34 Β· β 4K) - Mimesis is a robust data generator for Python, capable of rapidly producing.. MIT
+
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 120 Β· π 310 Β· π₯ 410 Β· π¦ 1.3K Β· π 320 - 2% open Β· β±οΈ 21.05.2023):
```
git clone https://github.com/lk-geimfari/mimesis
@@ -2020,44 +2057,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install mimesis
```
-- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 120K Β· β±οΈ 30.04.2023):
+- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 120K Β· β±οΈ 20.05.2023):
```
conda install -c conda-forge mimesis
```
pytest-cov (π₯34 Β· β 1.4K) - Coverage plugin for pytest. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 82 Β· π 200 Β· π¦ 250K Β· π 360 - 34% open Β· β±οΈ 28.02.2023):
-
- ```
- git clone https://github.com/pytest-dev/pytest-cov
- ```
-- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 23M / month Β· π¦ 34K Β· β±οΈ 28.09.2022):
- ```
- pip install pytest-cov
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 8.4M Β· β±οΈ 29.09.2022):
- ```
- conda install -c conda-forge pytest-cov
- ```
-nose2 (π₯34 Β· β 750) - The successor to nose, based on unittest2. BSD-2
-
-- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 74 Β· π 140 Β· π¦ 23K Β· π 270 - 19% open Β· β±οΈ 15.05.2023):
-
- ```
- git clone https://github.com/nose-devs/nose2
- ```
-- [PyPi](https://pypi.org/project/nose2) (π₯ 570K / month Β· π¦ 1.1K Β· β±οΈ 16.07.2022):
- ```
- pip install nose2
- ```
-- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 93K Β· β±οΈ 02.02.2020):
- ```
- conda install -c conda-forge nose2
- ```
-freezegun (π₯33 Β· β 3.7K Β· π) - Let your Python tests travel through time. Apache-2
+freezegun (π₯33 Β· β 3.7K) - Let your Python tests travel through time. Apache-2
- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 110 Β· π 250 Β· π 310 - 42% open Β· β±οΈ 22.02.2023):
@@ -2075,12 +2080,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
pytest-mock (π₯33 Β· β 1.6K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 64 Β· π 120 Β· π¦ 63K Β· π 140 - 9% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 64 Β· π 120 Β· π¦ 63K Β· π 140 - 8% open Β· β±οΈ 16.05.2023):
```
git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 10M / month Β· π¦ 5K Β· β±οΈ 05.10.2022):
+- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 10M / month):
```
pip install pytest-mock
```
@@ -2089,74 +2094,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge pytest-mock
```
pytest-asyncio (π₯33 Β· β 1.1K) - Asyncio support for pytest. Apache-2
-
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 41 Β· π 120 Β· π₯ 90 Β· π 240 - 11% open Β· β±οΈ 09.05.2023):
-
- ```
- git clone https://github.com/pytest-dev/pytest-asyncio
- ```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 6.5M / month Β· π¦ 1.2K Β· β±οΈ 08.12.2022):
- ```
- pip install pytest-asyncio
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 1.6M Β· β±οΈ 19.03.2023):
- ```
- conda install -c conda-forge pytest-asyncio
- ```
-playwright-python (π₯32 Β· β 8.6K) - Python version of the Playwright testing and automation.. Apache-2
-
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 32 Β· π 710 Β· π 1K - 3% open Β· β±οΈ 18.05.2023):
-
- ```
- git clone https://github.com/microsoft/playwright-python
- ```
-- [PyPi](https://pypi.org/project/playwright) (π₯ 1.3M / month Β· π¦ 190 Β· β±οΈ 25.01.2023):
- ```
- pip install playwright
- ```
-nox (π₯32 Β· β 1.1K) - Flexible test automation for Python. Apache-2
-
-- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 86 Β· π 130 Β· π¦ 4K Β· π 320 - 16% open Β· β±οΈ 23.04.2023):
-
- ```
- git clone https://github.com/theacodes/nox
- ```
-- [PyPi](https://pypi.org/project/nox) (π₯ 1.1M / month Β· π¦ 340 Β· β±οΈ 21.11.2022):
- ```
- pip install nox
- ```
-- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 170K Β· β±οΈ 29.04.2023):
- ```
- conda install -c conda-forge nox
- ```
-factory_boy (π₯31 Β· β 3.1K Β· π) - A test fixtures replacement for Python. MIT
-
-- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 130 Β· π 370 Β· π 570 - 33% open Β· β±οΈ 03.05.2023):
-
- ```
- git clone https://github.com/FactoryBoy/factory_boy
- ```
-- [PyPi](https://pypi.org/project/factory_boy) (π₯ 2.7M / month Β· π¦ 810 Β· β±οΈ 26.10.2021):
- ```
- pip install factory_boy
- ```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 120K Β· β±οΈ 26.10.2021):
- ```
- conda install -c conda-forge factory_boy
- ```
-pytest-bdd (π₯31 Β· β 1.2K) - BDD library for the py.test runner. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 54 Β· π 180 Β· π¦ 2.8K Β· π 290 - 35% open Β· β±οΈ 04.04.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 54 Β· π 180 Β· π¦ 2.8K Β· π 300 - 35% open Β· β±οΈ 04.04.2023):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
-- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 710K / month):
+- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 700K / month):
```
pip install pytest-bdd
```
@@ -2165,25 +2110,25 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge pytest-bdd
```
pytest-sugar (π₯31 Β· β 1.1K) - a plugin for py.test that changes the default look and feel.. BSD-3
+nox (π₯31 Β· β 1.1K) - Flexible test automation for Python. Apache-2
-- [GitHub](https://github.com/Teemu/pytest-sugar) (π¨βπ» 48 Β· π 70 Β· π₯ 5 Β· π¦ 22K Β· π 110 - 20% open Β· β±οΈ 10.04.2023):
+- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 86 Β· π 130 Β· π¦ 4.1K Β· π 320 - 16% open Β· β±οΈ 23.04.2023):
```
- git clone https://github.com/Teemu/pytest-sugar
+ git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 870K / month Β· π¦ 2.7K Β· β±οΈ 05.11.2022):
+- [PyPi](https://pypi.org/project/nox) (π₯ 1M / month):
```
- pip install pytest-sugar
+ pip install nox
```
-- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 190K Β· β±οΈ 10.04.2023):
+- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 180K Β· β±οΈ 29.04.2023):
```
- conda install -c conda-forge pytest-sugar
+ conda install -c conda-forge nox
```
asv (π₯31 Β· β 770) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 73 Β· π 160 Β· π¦ 930 Β· π 530 - 25% open Β· β±οΈ 02.05.2023):
+- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 74 Β· π 160 Β· π¦ 930 Β· π 530 - 25% open Β· β±οΈ 22.05.2023):
```
git clone https://github.com/airspeed-velocity/asv
@@ -2197,14 +2142,26 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge asv
```
coveralls-python (π₯29 Β· β 520) - Show coverage stats online via coveralls.io. MIT
+playwright-python (π₯29 Β· β 8.7K) - Python version of the Playwright testing and automation.. Apache-2
+
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 32 Β· π 690 Β· π 1K - 3% open Β· β±οΈ 18.05.2023):
+
+ ```
+ git clone https://github.com/microsoft/playwright-python
+ ```
+- [PyPi](https://pypi.org/project/playwright) (π₯ 1.1M / month):
+ ```
+ pip install playwright
+ ```
+coveralls-python (π₯29 Β· β 520) - Show coverage stats online via coveralls.io. MIT
- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 64 Β· π 180 Β· π¦ 31K Β· π 160 - 8% open Β· β±οΈ 03.05.2023):
```
git clone https://github.com/TheKevJames/coveralls-python
```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 490K / month):
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 470K / month):
```
pip install coveralls
```
@@ -2213,46 +2170,78 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge coveralls
```
pytest-asyncio (π₯28 Β· β 1.1K) - Asyncio support for pytest. Apache-2
+
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 41 Β· π 120 Β· π₯ 91 Β· π 240 - 10% open Β· β±οΈ 09.05.2023):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-asyncio
+ ```
+- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 6.4M / month):
+ ```
+ pip install pytest-asyncio
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 1.6M Β· β±οΈ 19.03.2023):
+ ```
+ conda install -c conda-forge pytest-asyncio
+ ```
+pytest-mypy (π₯28 Β· β 220) - Mypy static type checker plugin for Pytest. MIT
+
+- [GitHub](https://github.com/realpython/pytest-mypy) (π¨βπ» 16 Β· π 33 Β· π¦ 3.5K Β· π 62 - 16% open Β· β±οΈ 08.05.2023):
+
+ ```
+ git clone https://github.com/dbader/pytest-mypy
+ ```
+- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 250K / month Β· π¦ 480 Β· β±οΈ 18.12.2022):
+ ```
+ pip install pytest-mypy
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 66K Β· β±οΈ 24.11.2020):
+ ```
+ conda install -c conda-forge pytest-mypy
+ ```
+pytest-testinfra (π₯27 Β· β 2.2K) - Testinfra test your infrastructures. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 120 Β· π 320 Β· π 340 - 38% open Β· β±οΈ 11.01.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 130 Β· π 320 Β· π 320 - 35% open Β· β±οΈ 21.05.2023):
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 250K / month Β· π¦ 9 Β· β±οΈ 01.12.2022):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 230K / month):
```
pip install pytest-testinfra
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 10K Β· β±οΈ 13.12.2022):
+- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 11K Β· β±οΈ 22.05.2023):
```
conda install -c conda-forge pytest-testinfra
```
pytest-xdist (π₯27 Β· β 1.2K) - pytest plugin for distributed testing and loop-on-failures.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 90 Β· π 180 Β· π 530 - 39% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 90 Β· π 180 Β· π 530 - 39% open Β· β±οΈ 19.05.2023):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 8.4M / month):
+- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 8.6M / month):
```
pip install pytest-xdist
```
-- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 4.7M Β· β±οΈ 13.05.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 4.7M Β· β±οΈ 19.05.2023):
```
conda install -c conda-forge pytest-xdist
```
pytest-benchmark (π₯27 Β· β 1.1K) - py.test fixture for benchmarking code. BSD-2
-- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 39 Β· π 99 Β· π¦ 6.8K Β· π 170 - 50% open Β· β±οΈ 27.04.2023):
+- [GitHub](https://github.com/ionelmc/pytest-benchmark) (π¨βπ» 39 Β· π 100 Β· π¦ 6.9K Β· π 170 - 50% open Β· β±οΈ 27.04.2023):
```
git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 970K / month):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 850K / month):
```
pip install pytest-benchmark
```
@@ -2261,30 +2250,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge pytest-benchmark
```
green (π₯27 Β· β 760) - Green is a clean, colorful, fast python test runner. MIT
+pytest-testmon (π₯27 Β· β 670) - Selects tests affected by changed files. Executes the.. βοΈAGPL-3.0
-- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 39 Β· π 78 Β· π 180 - 2% open Β· β±οΈ 08.05.2023):
-
- ```
- git clone https://github.com/CleanCut/green
- ```
-- [PyPi](https://pypi.org/project/green) (π₯ 13K / month Β· π¦ 230 Β· β±οΈ 21.09.2022):
- ```
- pip install green
- ```
-- [Conda](https://anaconda.org/conda-forge/green) (π₯ 120K Β· β±οΈ 30.10.2022):
- ```
- conda install -c conda-forge green
- ```
-pytest-testmon (π₯27 Β· β 660) - Selects tests affected by changed files. Executes the.. βοΈAGPL-3.0
-
-- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 23 Β· π 46 Β· π¦ 1.1K Β· π 150 - 19% open Β· β±οΈ 18.05.2023):
+- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 23 Β· π 45 Β· π¦ 1.1K Β· π 140 - 18% open Β· β±οΈ 18.05.2023):
```
git clone https://github.com/tarpas/pytest-testmon
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 130K / month Β· π¦ 6 Β· β±οΈ 25.01.2023):
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 120K / month):
```
pip install pytest-testmon
```
@@ -2304,30 +2277,62 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install ddt
```
-- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 83K Β· β±οΈ 22.09.2022):
+- [Conda](https://anaconda.org/conda-forge/ddt) (π₯ 84K Β· β±οΈ 22.09.2022):
```
conda install -c conda-forge ddt
```
pytest-mypy (π₯27 Β· β 220) - Mypy static type checker plugin for Pytest. MIT
+factory_boy (π₯26 Β· β 3.1K) - A test fixtures replacement for Python. MIT
-- [GitHub](https://github.com/realpython/pytest-mypy) (π¨βπ» 16 Β· π 33 Β· π¦ 3.5K Β· π 62 - 16% open Β· β±οΈ 08.05.2023):
+- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 130 Β· π 370 Β· π 570 - 33% open Β· β±οΈ 03.05.2023):
```
- git clone https://github.com/dbader/pytest-mypy
+ git clone https://github.com/FactoryBoy/factory_boy
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 250K / month):
+- [PyPi](https://pypi.org/project/factory_boy) (π₯ 2.8M / month):
```
- pip install pytest-mypy
+ pip install factory_boy
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 65K Β· β±οΈ 24.11.2020):
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 120K Β· β±οΈ 26.10.2021):
```
- conda install -c conda-forge pytest-mypy
+ conda install -c conda-forge factory_boy
```
pytest-randomly (π₯21 Β· β 500) - Pytest plugin to randomly order tests and control random.seed. MIT
+green (π₯22 Β· β 760) - Green is a clean, colorful, fast python test runner. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 19 Β· π 24 Β· π 56 - 7% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/CleanCut/green) (π¨βπ» 39 Β· π 75 Β· π 180 - 2% open Β· β±οΈ 18.05.2023):
+
+ ```
+ git clone https://github.com/CleanCut/green
+ ```
+- [PyPi](https://pypi.org/project/green) (π₯ 12K / month):
+ ```
+ pip install green
+ ```
+- [Conda](https://anaconda.org/conda-forge/green) (π₯ 120K Β· β±οΈ 30.10.2022):
+ ```
+ conda install -c conda-forge green
+ ```
+xdoctest (π₯22 Β· β 190) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
+
+- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 9 Β· π 9 Β· π 44 - 43% open Β· β±οΈ 19.04.2023):
+
+ ```
+ git clone https://github.com/Erotemic/xdoctest
+ ```
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 79K / month Β· π¦ 130 Β· β±οΈ 30.01.2023):
+ ```
+ pip install xdoctest
+ ```
+- [Conda](https://anaconda.org/conda-forge/xdoctest) (π₯ 140K Β· β±οΈ 30.01.2023):
+ ```
+ conda install -c conda-forge xdoctest
+ ```
+pytest-randomly (π₯21 Β· β 510) - Pytest plugin to randomly order tests and control random.seed. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 19 Β· π 25 Β· π 56 - 7% open Β· β±οΈ 20.05.2023):
```
git clone https://github.com/pytest-dev/pytest-randomly
@@ -2341,65 +2346,49 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge pytest-randomly
```
pytest-plugins (π₯20 Β· β 510) - A grab-bag of nifty pytest plugins. MIT
+pytest-docker (π₯21 Β· β 340 Β· π€) - Docker-based integration tests. MIT
-- [GitHub](https://github.com/man-group/pytest-plugins) (π¨βπ» 62 Β· π 70 Β· π 100 - 43% open Β· β±οΈ 03.11.2022):
-
- ```
- git clone https://github.com/man-group/pytest-plugins
- ```
-- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 40K / month):
- ```
- pip install pytest-virtualenv
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-shutil) (π₯ 40K Β· β±οΈ 18.10.2021):
- ```
- conda install -c conda-forge pytest-shutil
- ```
-xdoctest (π₯19 Β· β 190) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
-
-- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 9 Β· π 9 Β· π 43 - 41% open Β· β±οΈ 19.04.2023):
-
- ```
- git clone https://github.com/Erotemic/xdoctest
- ```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 83K / month):
- ```
- pip install xdoctest
- ```
-- [Conda](https://anaconda.org/conda-forge/xdoctest) (π₯ 140K Β· β±οΈ 30.01.2023):
- ```
- conda install -c conda-forge xdoctest
- ```
-pytest-docker (π₯18 Β· β 340 Β· π€) - Docker-based integration tests. MIT
-
-- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 16 Β· π 55 Β· π₯ 100 Β· π 40 - 17% open Β· β±οΈ 14.09.2022):
+- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 16 Β· π 60 Β· π₯ 100 Β· π 50 - 34% open Β· β±οΈ 14.09.2022):
```
git clone https://github.com/avast/pytest-docker
```
-- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 120K / month):
+- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 120K / month Β· π¦ 46 Β· β±οΈ 19.09.2022):
```
pip install pytest-docker
```
pytest-plugins (π₯20 Β· β 510) - A grab-bag of nifty pytest plugins. MIT
+
+- [GitHub](https://github.com/man-group/pytest-plugins) (π¨βπ» 62 Β· π 71 Β· π 100 - 44% open Β· β±οΈ 03.11.2022):
+
+ ```
+ git clone https://github.com/man-group/pytest-plugins
+ ```
+- [PyPi](https://pypi.org/project/pytest-virtualenv) (π₯ 42K / month):
+ ```
+ pip install pytest-virtualenv
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-shutil) (π₯ 41K Β· β±οΈ 18.10.2021):
+ ```
+ conda install -c conda-forge pytest-shutil
+ ```
+Show 14 hidden projects...
-- hypothesis (π₯38 Β· β 6.7K) - Hypothesis is a powerful, flexible, and easy to use library..βUnlicensed
-- pyautogui (π₯33 Β· β 8.1K Β· π) - A cross-platform GUI automation Python module for human beings... BSD-3
- pytest-html (π₯33 Β· β 590) - Plugin for generating HTML reports for pytest results. βUnlicensed βUnlicensed
-- PyHamcrest (π₯27 Β· β 700) - Hamcrest matchers for Python. βUnlicensed
+- nose (π₯30 Β· β 1.4K Β· π) - nose is nicer testing for python. βUnlicensed
+- nose2 (π₯30 Β· β 750) - The successor to nose, based on unittest2. βUnlicensed
+- pytest-sugar (π₯29 Β· β 1.1K) - a plugin for py.test that changes the default look.. βUnlicensed βUnlicensed
- uiautomator (π₯25 Β· β 1.9K Β· π) - Python wrapper of Android uiautomator test tool. MIT
-- pytest-watch (π₯25 Β· β 690 Β· π) - Local continuous test runner with pytest and watchdog. MIT MIT
+- Mamba Test Runner (π₯24 Β· β 510 Β· π) - The definitive testing tool for Python. Born under the.. MIT
+- pytest-watch (π₯23 Β· β 690 Β· π) - Local continuous test runner with pytest and watchdog. MIT BSD-2
- pytest-lazy-fixture (π₯22 Β· β 330 Β· π) - It helps to use fixtures in pytest.mark.parametrize. MIT βUnlicensed βUnlicensed βοΈGPL-2.0
-- pytest-play (π₯13 Β· β 68 Β· π) - pytest plugin that let you automate actions and.. Apache-2 Apache-2 BSD-3
@@ -2412,7 +2401,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
pyinstaller (π₯42 Β· β 10K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 450 Β· π 1.8K Β· π₯ 740K Β· π¦ 43K Β· π 4.9K - 5% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 450 Β· π 1.8K Β· π₯ 740K Β· π¦ 44K Β· π 4.9K - 5% open Β· β±οΈ 25.05.2023):
```
git clone https://github.com/pyinstaller/pyinstaller
@@ -2426,14 +2415,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge pyinstaller
```
Nuitka (π₯36 Β· β 8.8K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
+Nuitka (π₯38 Β· β 8.8K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
-- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 140 Β· π 470 Β· π¦ 1.2K Β· π 1.8K - 12% open Β· β±οΈ 15.05.2023):
+- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 140 Β· π 470 Β· π¦ 1.2K Β· π 1.9K - 12% open Β· β±οΈ 25.05.2023):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 69K / month):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 67K / month Β· π¦ 50 Β· β±οΈ 31.01.2023):
```
pip install nuitka
```
@@ -2442,9 +2431,37 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge nuitka
```
pex (π₯30 Β· β 2.3K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
+cx_Freeze (π₯31 Β· β 1.1K Β· π) - Create standalone executables from Python scripts, with the.. Python-2.0
-- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 110 Β· π 230 Β· π₯ 3M Β· π 1K - 14% open Β· β±οΈ 13.05.2023):
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 100 Β· π 200 Β· π 850 - 8% open Β· β±οΈ 23.05.2023):
+
+ ```
+ git clone https://github.com/marcelotduarte/cx_Freeze
+ ```
+- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 110K / month Β· π¦ 43 Β· β±οΈ 30.01.2023):
+ ```
+ pip install cx_freeze
+ ```
+- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 230K Β· β±οΈ 23.05.2023):
+ ```
+ conda install -c conda-forge cx_freeze
+ ```
+briefcase (π₯30 Β· β 1.7K) - Tools to support converting a Python project into a standalone.. BSD-3
+
+- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 120 Β· π 280 Β· π₯ 120 Β· π 610 - 18% open Β· β±οΈ 22.05.2023):
+
+ ```
+ git clone https://github.com/beeware/briefcase
+ ```
+- [PyPi](https://pypi.org/project/briefcase) (π₯ 5.4K / month Β· π¦ 19 Β· β±οΈ 30.01.2023):
+ ```
+ pip install briefcase
+ ```
+pex (π₯29 Β· β 2.3K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
+
+- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 110 Β· π 230 Β· π₯ 3.1M Β· π 1K - 14% open Β· β±οΈ 13.05.2023):
```
git clone https://github.com/pantsbuild/pex
@@ -2454,58 +2471,78 @@ This curated list contains 270 awesome open-source projects with a total of 830K
pip install pex
```
briefcase (π₯28 Β· β 1.7K) - Tools to support converting a Python project into a standalone.. BSD-3
+PyOxidizer (π₯28 Β· β 4.7K) - A modern Python application packaging and distribution tool. MPL-2.0
-- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 120 Β· π 260 Β· π₯ 110 Β· π 600 - 17% open Β· β±οΈ 18.05.2023):
-
- ```
- git clone https://github.com/beeware/briefcase
- ```
-- [PyPi](https://pypi.org/project/briefcase) (π₯ 5.5K / month):
- ```
- pip install briefcase
- ```
-PyOxidizer (π₯27 Β· β 4.7K) - A modern Python application packaging and distribution tool. MPL-2.0
-
-- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 53 Β· π 200 Β· π₯ 8.3K Β· π¦ 150 Β· π 520 - 56% open Β· β±οΈ 21.01.2023):
+- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 54 Β· π 200 Β· π₯ 8.6K Β· π¦ 150 Β· π 540 - 57% open Β· β±οΈ 21.01.2023):
```
git clone https://github.com/indygreg/PyOxidizer
```
-- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 5.7K / month):
+- [PyPi](https://pypi.org/project/pyoxidizer) (π₯ 6.2K / month Β· π¦ 4 Β· β±οΈ 02.01.2023):
```
pip install pyoxidizer
```
cx_Freeze (π₯26 Β· β 1.1K) - Create standalone executables from Python scripts, with the.. βUnlicensed
+py2app (π₯27 Β· β 250) - py2app is a Python setuptools command which will allow you to make.. MIT
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 100 Β· π 200 Β· π 850 - 7% open Β· β±οΈ 08.05.2023):
+- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 31 Β· π 25 Β· π¦ 4.4K Β· π 460 - 34% open Β· β±οΈ 16.04.2023):
```
- git clone https://github.com/marcelotduarte/cx_Freeze
+ git clone https://github.com/ronaldoussoren/py2app
```
-- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 100K / month):
+- [PyPi](https://pypi.org/project/py2app) (π₯ 16K / month Β· π¦ 830 Β· β±οΈ 27.12.2022):
```
- pip install cx_freeze
- ```
-- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 220K Β· β±οΈ 09.04.2023):
- ```
- conda install -c conda-forge cx_freeze
+ pip install py2app
```
shiv (π₯21 Β· β 1.6K) - shiv is a command line utility for building fully self contained Python.. BSD-2
+constructor (π₯24 Β· β 410) - tool for creating installers from conda packages. BSD-3
-- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 39 Β· π 80 Β· π₯ 460 Β· π 110 - 32% open Β· β±οΈ 04.11.2022):
+- [GitHub](https://github.com/conda/constructor) (π¨βπ» 67 Β· π 160 Β· π₯ 250 Β· π¦ 14 Β· π 320 - 13% open Β· β±οΈ 12.05.2023):
+
+ ```
+ git clone https://github.com/conda/constructor
+ ```
+- [Conda](https://anaconda.org/anaconda/constructor) (π₯ 6.4K Β· β±οΈ 24.05.2023):
+ ```
+ conda install -c anaconda constructor
+ ```
+shiv (π₯23 Β· β 1.6K) - shiv is a command line utility for building fully self contained Python.. BSD-2
+
+- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 39 Β· π 83 Β· π₯ 480 Β· π 120 - 35% open Β· β±οΈ 04.11.2022):
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (π₯ 23K / month):
+- [PyPi](https://pypi.org/project/shiv) (π₯ 21K / month Β· π¦ 13 Β· β±οΈ 02.11.2022):
```
pip install shiv
```
py2exe (π₯23 Β· β 590) - Create standalone Windows programs from Python code. MIT
+
+- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 17 Β· π 81 Β· π₯ 13K Β· π¦ 1.8K Β· π 140 - 8% open Β· β±οΈ 27.01.2023):
+
+ ```
+ git clone https://github.com/py2exe/py2exe
+ ```
+- [PyPi](https://pypi.org/project/py2exe) (π₯ 15K / month Β· π¦ 180 Β· β±οΈ 05.11.2022):
+ ```
+ pip install py2exe
+ ```
+xar (π₯20 Β· β 1.5K) - executable archive format. BSD-3
+
+- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 38 Β· π 54 Β· π¦ 26 Β· π 33 - 24% open Β· β±οΈ 18.11.2022):
+
+ ```
+ git clone https://github.com/facebookincubator/xar
+ ```
+- [PyPi](https://pypi.org/project/xar) (π₯ 200 / month Β· β±οΈ 02.12.2020):
+ ```
+ pip install xar
+ ```
+subpar (π₯13 Β· β 560) - Subpar is a utility for creating self-contained python executables. It.. Apache-2
- [GitHub](https://github.com/google/subpar) (π¨βπ» 16 Β· π 67 Β· π 64 - 53% open Β· β±οΈ 19.12.2022):
@@ -2514,15 +2551,11 @@ This curated list contains 270 awesome open-source projects with a total of 830K
git clone https://github.com/google/subpar
```
Show 7 hidden projects...
+Show 3 hidden projects...
-- packaging (π₯34 Β· β 490) - Core utilities for Python packages.βUnlicensed
-- py2app (π₯26 Β· β 250) - py2app is a Python setuptools command which will allow you to make.. βUnlicensed
-- constructor (π₯22 Β· β 410) - tool for creating installers from conda packages. βUnlicensed
-- py2exe (π₯21 Β· β 590) - Create standalone Windows programs from Python code. βUnlicensed
-- pynsist (π₯19 Β· β 840 Β· π) - Build Windows installers for Python applications. βUnlicensed
-- xar (π₯18 Β· β 1.5K) - executable archive format. βUnlicensed
-- pyship (π₯10 Β· β 33) - pyship - ship Python desktop apps to end users. MIT
+- packaging (π₯34 Β· β 500) - Core utilities for Python packages. βUnlicensed
+- pynsist (π₯23 Β· β 840 Β· π) - Build Windows installers for Python applications. MIT
+- pyship (π₯13 Β· β 33) - pyship - ship Python desktop apps to end users. MIT
@@ -2530,78 +2563,30 @@ This curated list contains 270 awesome open-source projects with a total of 830K
setuptools (π₯44 Β· β 2K) - Official project repository for the Setuptools build system. MIT
+setuptools (π₯45 Β· β 2K) - Official project repository for the Setuptools build system. MIT
-- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 570 Β· π 930 Β· π¦ 330K Β· π 2.3K - 23% open Β· β±οΈ 11.05.2023):
+- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 570 Β· π 1K Β· π¦ 330K Β· π 2.3K - 24% open Β· β±οΈ 20.05.2023):
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (π₯ 250M / month):
+- [PyPi](https://pypi.org/project/setuptools) (π₯ 260M / month Β· π¦ 38K Β· β±οΈ 28.01.2023):
```
pip install setuptools
```
-- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 80M Β· β±οΈ 24.04.2023):
+- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 81M Β· β±οΈ 24.04.2023):
```
conda install -c conda-forge setuptools
```
buildbot (π₯36 Β· β 5K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
+invoke (π₯37 Β· β 4K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 840 Β· π 1.6K Β· π₯ 30K Β· π¦ 320 Β· π 1.5K - 46% open Β· β±οΈ 15.05.2023):
-
- ```
- git clone https://github.com/buildbot/buildbot
- ```
-- [PyPi](https://pypi.org/project/buildbot) (π₯ 31K / month Β· π¦ 460 Β· β±οΈ 04.12.2022):
- ```
- pip install buildbot
- ```
-- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 80K Β· β±οΈ 17.04.2023):
- ```
- conda install -c conda-forge buildbot
- ```
-twine (π₯36 Β· β 1.4K) - Utilities for interacting with PyPI. Apache-2
-
-- [GitHub](https://github.com/pypa/twine) (π¨βπ» 120 Β· π 280 Β· π¦ 89K Β· π 460 - 9% open Β· β±οΈ 06.05.2023):
-
- ```
- git clone https://github.com/pypa/twine
- ```
-- [PyPi](https://pypi.org/project/twine) (π₯ 3.9M / month):
- ```
- pip install twine
- ```
-- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 760K Β· β±οΈ 01.12.2022):
- ```
- conda install -c conda-forge twine
- ```
-wheel (π₯36 Β· β 410) - The official binary distribution format for Python. MIT
-
-- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 71 Β· π 130 Β· π¦ 210K Β· π 370 - 9% open Β· β±οΈ 16.05.2023):
-
- ```
- git clone https://github.com/pypa/wheel
- ```
-- [PyPi](https://pypi.org/project/wheel) (π₯ 170M / month Β· π¦ 37K Β· β±οΈ 09.11.2022):
- ```
- pip install wheel
- ```
-- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 64M Β· β±οΈ 14.03.2023):
- ```
- conda install -c conda-forge wheel
- ```
-invoke (π₯35 Β· β 4K) - Pythonic task management & command execution. BSD-2
-
-- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 59 Β· π 340 Β· π¦ 20K Β· π 690 - 42% open Β· β±οΈ 15.05.2023):
+- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 59 Β· π 350 Β· π¦ 21K Β· π 760 - 48% open Β· β±οΈ 23.05.2023):
```
git clone https://github.com/pyinvoke/invoke
```
-- [PyPi](https://pypi.org/project/invoke) (π₯ 4.9M / month):
+- [PyPi](https://pypi.org/project/invoke) (π₯ 4.9M / month Β· π¦ 2.8K Β· β±οΈ 16.01.2023):
```
pip install invoke
```
@@ -2610,14 +2595,46 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge invoke
```
scons (π₯32 Β· β 1.7K) - SCons - a software construction tool. MIT
+buildbot (π₯36 Β· β 5K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
-- [GitHub](https://github.com/SCons/scons) (π¨βπ» 150 Β· π 270 Β· π₯ 1.3K Β· π 3.4K - 19% open Β· β±οΈ 18.05.2023):
+- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 840 Β· π 1.5K Β· π₯ 30K Β· π¦ 320 Β· π 1.5K - 45% open Β· β±οΈ 15.05.2023):
+
+ ```
+ git clone https://github.com/buildbot/buildbot
+ ```
+- [PyPi](https://pypi.org/project/buildbot) (π₯ 31K / month):
+ ```
+ pip install buildbot
+ ```
+- [Conda](https://anaconda.org/conda-forge/buildbot) (π₯ 80K Β· β±οΈ 17.04.2023):
+ ```
+ conda install -c conda-forge buildbot
+ ```
+twine (π₯36 Β· β 1.4K) - Utilities for interacting with PyPI. Apache-2
+
+- [GitHub](https://github.com/pypa/twine) (π¨βπ» 120 Β· π 290 Β· π¦ 90K Β· π 460 - 10% open Β· β±οΈ 06.05.2023):
+
+ ```
+ git clone https://github.com/pypa/twine
+ ```
+- [PyPi](https://pypi.org/project/twine) (π₯ 3.9M / month Β· π¦ 15K Β· β±οΈ 01.12.2022):
+ ```
+ pip install twine
+ ```
+- [Conda](https://anaconda.org/conda-forge/twine) (π₯ 760K Β· β±οΈ 01.12.2022):
+ ```
+ conda install -c conda-forge twine
+ ```
+scons (π₯35 Β· β 1.7K) - SCons - a software construction tool. MIT
+
+- [GitHub](https://github.com/SCons/scons) (π¨βπ» 150 Β· π 280 Β· π₯ 1.3K Β· π 3.4K - 19% open Β· β±οΈ 23.05.2023):
```
git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/scons) (π₯ 970K / month):
+- [PyPi](https://pypi.org/project/scons) (π₯ 660K / month Β· π¦ 60 Β· β±οΈ 30.07.2022):
```
pip install scons
```
@@ -2626,14 +2643,30 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge scons
```
flit (π₯30 Β· β 2K) - Simplified packaging of Python modules. BSD-3
+wheel (π₯34 Β· β 410) - The official binary distribution format for Python. MIT
-- [GitHub](https://github.com/pypa/flit) (π¨βπ» 66 Β· π 110 Β· π¦ 1.4K Β· π 380 - 28% open Β· β±οΈ 14.05.2023):
+- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 71 Β· π 120 Β· π¦ 210K Β· π 360 - 8% open Β· β±οΈ 22.05.2023):
+
+ ```
+ git clone https://github.com/pypa/wheel
+ ```
+- [PyPi](https://pypi.org/project/wheel) (π₯ 170M / month):
+ ```
+ pip install wheel
+ ```
+- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 65M Β· β±οΈ 14.03.2023):
+ ```
+ conda install -c conda-forge wheel
+ ```
+flit (π₯32 Β· β 2K) - Simplified packaging of Python modules. BSD-3
+
+- [GitHub](https://github.com/pypa/flit) (π¨βπ» 66 Β· π 120 Β· π¦ 1.4K Β· π 400 - 31% open Β· β±οΈ 14.05.2023):
```
git clone https://github.com/pypa/flit
```
-- [PyPi](https://pypi.org/project/flit) (π₯ 140K / month):
+- [PyPi](https://pypi.org/project/flit) (π₯ 150K / month Β· π¦ 430 Β· β±οΈ 05.11.2022):
```
pip install flit
```
@@ -2642,14 +2675,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge flit
```
doit (π₯30 Β· β 1.6K) - task management & automation tool. MIT
+doit (π₯31 Β· β 1.6K) - task management & automation tool. MIT
-- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 65 Β· π 160 Β· π¦ 1.5K Β· π 290 - 26% open Β· β±οΈ 16.01.2023):
+- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 65 Β· π 160 Β· π¦ 1.5K Β· π 300 - 27% open Β· β±οΈ 16.01.2023):
```
git clone https://github.com/pydoit/doit
```
-- [PyPi](https://pypi.org/project/doit) (π₯ 400K / month):
+- [PyPi](https://pypi.org/project/doit) (π₯ 390K / month Β· π¦ 290 Β· β±οΈ 22.04.2022):
```
pip install doit
```
@@ -2660,23 +2693,23 @@ This curated list contains 270 awesome open-source projects with a total of 830K
setuptools_scm (π₯30 Β· β 720) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 120 Β· π 180 Β· π 470 - 20% open Β· β±οΈ 09.05.2023):
+- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 120 Β· π 180 Β· π 470 - 20% open Β· β±οΈ 23.05.2023):
```
git clone https://github.com/pypa/setuptools_scm
```
-- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 17M / month):
+- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 16M / month):
```
pip install setuptools_scm
```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 1.6M Β· β±οΈ 17.12.2022):
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 1.7M Β· β±οΈ 17.12.2022):
```
conda install -c conda-forge setuptools_scm
```
pybuilder (π₯24 Β· β 1.5K) - Software build automation tool for Python. Apache-2
+pybuilder (π₯23 Β· β 1.5K) - Software build automation tool for Python. Apache-2
-- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 39 Β· π 250 Β· π 510 - 18% open Β· β±οΈ 25.02.2023):
+- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 39 Β· π 240 Β· π 500 - 16% open Β· β±οΈ 25.02.2023):
```
git clone https://github.com/pybuilder/pybuilder
@@ -2685,27 +2718,11 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install pybuilder
```
-- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 43K Β· β±οΈ 22.02.2023):
+- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 44K Β· β±οΈ 22.02.2023):
```
conda install -c conda-forge pybuilder
```
paver (π₯24 Β· β 450 Β· π) - Python-based project scripting. BSD-3
-
-- [GitHub](https://github.com/paver/paver) (π¨βπ» 46 Β· π 78 Β· π 130 - 29% open Β· β±οΈ 16.04.2023):
-
- ```
- git clone https://github.com/paver/paver
- ```
-- [PyPi](https://pypi.org/project/paver) (π₯ 56K / month Β· π¦ 960 Β· β±οΈ 31.12.2017):
- ```
- pip install paver
- ```
-- [Conda](https://anaconda.org/conda-forge/paver) (π₯ 27K Β· β±οΈ 24.07.2018):
- ```
- conda install -c conda-forge paver
- ```
-universal-build (π₯14 Β· β 19 Β· π€) - Universal build utilities for containerized build pipelines. MIT
- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 5 Β· π 7 Β· π₯ 18 Β· π¦ 11 Β· β±οΈ 15.09.2022):
@@ -2713,15 +2730,16 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 200 / month):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 190 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
```
pip install universal-build
```
Show 2 hidden projects...
+Show 3 hidden projects...
-- buildout (π₯29 Β· β 560 Β· π) - Buildout is a deployment automation tool written in and..βοΈZPL-2.1
-- pynt (π₯18 Β· β 160 Β· π) - A pynt of Python build. MIT
+- buildout (π₯29 Β· β 560) - Buildout is a deployment automation tool written in and extended.. βοΈZPL-2.1
+- pynt (π₯16 Β· β 160 Β· π) - A pynt of Python build. MIT
+- paver (π₯15 Β· β 450 Β· π) - Python-based project scripting. βUnlicensed
@@ -2729,14 +2747,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
psutil (π₯45 Β· β 9.3K) - Cross-platform lib for process and system monitoring in Python. BSD-3
+psutil (π₯43 Β· β 9.3K) - 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¦ 310K Β· π 1.6K - 15% open Β· β±οΈ 09.05.2023):
+- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 200 Β· π 1.3K Β· π¦ 310K Β· π 1.7K - 15% open Β· β±οΈ 09.05.2023):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 68M / month Β· π¦ 17K Β· β±οΈ 07.11.2022):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 67M / month):
```
pip install psutil
```
@@ -2747,12 +2765,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
py-spy (π₯32 Β· β 10K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 31 Β· π 340 Β· π₯ 12K Β· π¦ 2.6K Β· π 290 - 37% open Β· β±οΈ 09.12.2022):
+- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 32 Β· π 340 Β· π₯ 12K Β· π¦ 2.6K Β· π 300 - 37% open Β· β±οΈ 24.05.2023):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 3.1M / month):
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 2.8M / month):
```
pip install py-spy
```
@@ -2760,23 +2778,23 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
conda install -c conda-forge py-spy
```
-- [Cargo](https://crates.io/crates/py-spy) (π₯ 850 / month):
+- [Cargo](https://crates.io/crates/py-spy) (π₯ 600 / month):
```
cargo install py-spy
```
memray (π₯31 Β· β 11K) - Memray is a memory profiler for Python. Apache-2
-- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 32 Β· π 310 Β· π¦ 150 Β· π 110 - 18% open Β· β±οΈ 01.05.2023):
+- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 33 Β· π 310 Β· π¦ 150 Β· π 110 - 17% open Β· β±οΈ 22.05.2023):
```
git clone https://github.com/bloomberg/memray
```
-- [PyPi](https://pypi.org/project/memray) (π₯ 81K / month):
+- [PyPi](https://pypi.org/project/memray) (π₯ 82K / month):
```
pip install memray
```
-- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 38K Β· β±οΈ 22.02.2023):
+- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 39K Β· β±οΈ 22.02.2023):
```
conda install -c conda-forge memray
```
@@ -2795,12 +2813,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
pyinstrument (π₯30 Β· β 5.3K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
-- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 50 Β· π 200 Β· π¦ 1.5K Β· π 120 - 14% open Β· β±οΈ 16.05.2023):
+- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 50 Β· π 200 Β· π¦ 1.5K Β· π 120 - 14% open Β· β±οΈ 24.05.2023):
```
git clone https://github.com/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 450K / month):
+- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 460K / month):
```
pip install pyinstrument
```
@@ -2816,7 +2834,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/pythonprofilers/memory_profiler
```
-- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 700K / month Β· π¦ 220 Β· β±οΈ 15.11.2022):
+- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 710K / month Β· π¦ 220 Β· β±οΈ 15.11.2022):
```
pip install memory_profiler
```
@@ -2825,21 +2843,9 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge memory_profiler
```
Diamond (π₯28 Β· β 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT
+Yappi (π₯28 Β· β 1.1K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
-- [GitHub](https://github.com/python-diamond/Diamond) (π¨βπ» 380 Β· π 600 Β· π¦ 140 Β· π 300 - 44% open Β· β±οΈ 29.01.2023):
-
- ```
- git clone https://github.com/python-diamond/Diamond
- ```
-- [PyPi](https://pypi.org/project/diamond) (π₯ 18K / month Β· π¦ 34 Β· β±οΈ 25.11.2016):
- ```
- pip install diamond
- ```
-Yappi (π₯27 Β· β 1.1K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
-
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 28 Β· π 62 Β· π¦ 940 Β· π 69 - 27% open Β· β±οΈ 25.11.2022):
+- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 28 Β· π 63 Β· π¦ 940 Β· π 69 - 27% open Β· β±οΈ 23.05.2023):
```
git clone https://github.com/sumerc/yappi
@@ -2853,6 +2859,18 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge yappi
```
Diamond (π₯26 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» 380 Β· π 560 Β· π¦ 140 Β· π 240 - 27% open Β· β±οΈ 29.01.2023):
+
+ ```
+ git clone https://github.com/python-diamond/Diamond
+ ```
+- [PyPi](https://pypi.org/project/diamond) (π₯ 16K / month):
+ ```
+ pip install diamond
+ ```
+pympler (π₯25 Β· β 1K Β· π€) - Development tool to measure, monitor and analyze the memory.. Apache-2
- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 29 Β· π 84 Β· π 110 - 51% open Β· β±οΈ 24.07.2022):
@@ -2860,7 +2878,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
git clone https://github.com/pympler/pympler
```
-- [PyPi](https://pypi.org/project/pympler) (π₯ 1.9M / month Β· π¦ 330 Β· β±οΈ 22.12.2021):
+- [PyPi](https://pypi.org/project/pympler) (π₯ 1.9M / month Β· π¦ 340 Β· β±οΈ 22.12.2021):
```
pip install pympler
```
@@ -2869,14 +2887,14 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge pympler
```
vprof (π₯23 Β· β 3.9K Β· π€) - Visual profiler for Python. BSD-2
+vprof (π₯22 Β· β 3.9K Β· π€) - Visual profiler for Python. BSD-2
-- [GitHub](https://github.com/nvdv/vprof) (π¨βπ» 17 Β· π 170 Β· π¦ 110 Β· π 84 - 32% open Β· β±οΈ 15.07.2022):
+- [GitHub](https://github.com/nvdv/vprof) (π¨βπ» 17 Β· π 150 Β· π¦ 110 Β· π 83 - 31% open Β· β±οΈ 15.07.2022):
```
git clone https://github.com/nvdv/vprof
```
-- [PyPi](https://pypi.org/project/vprof) (π₯ 3K / month Β· π¦ 16 Β· β±οΈ 29.02.2020):
+- [PyPi](https://pypi.org/project/vprof) (π₯ 3.3K / month):
```
pip install vprof
```
@@ -2884,12 +2902,12 @@ This curated list contains 270 awesome open-source projects with a total of 830K
Show 8 hidden projects...
- Glances (π₯36 Β· β 23K) - Glances an Eye on your system. A top/htop alternative for..βUnlicensed
-- Bpytop (π₯26 Β· β 9.4K Β· π) - Linux/OSX/FreeBSD resource monitor. Apache-2
-- memory_profiler (π₯26 Β· β 3.8K Β· π) - Monitor Memory usage of Python code. BSD-3
-- line_profiler (π₯22 Β· β 1.8K Β· π) - Line-by-line profiling for Python. βUnlicensed
+- Bpytop (π₯27 Β· β 9.4K Β· π) - Linux/OSX/FreeBSD resource monitor. Apache-2
+- line_profiler (π₯22 Β· β 1.8K) - Line-by-line profiling for Python. βUnlicensed
- Profiling (π₯21 Β· β 3K Β· π) - Was an interactive continuous Python profiler. BSD-3
- heartrate (π₯20 Β· β 1.6K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
- pyheat (π₯18 Β· β 760 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
+- memory_profiler (π₯15 Β· β 82 Β· π) - Monitor Memory usage of Python code. βUnlicensed
- livepython (π₯12 Β· β 2.5K Β· π) - Visually trace Python code in real-time. MIT
@@ -2898,41 +2916,9 @@ This curated list contains 270 awesome open-source projects with a total of 830K
gast (π₯29 Β· β 130) - Python AST that abstracts the underlying Python version. BSD-3
+executing (π₯28 Β· β 240) - Get information about what a Python frame is currently doing,.. MIT
-- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 27 Β· π¦ 120K Β· π 30 - 3% open Β· β±οΈ 29.04.2023):
-
- ```
- git clone https://github.com/serge-sans-paille/gast
- ```
-- [PyPi](https://pypi.org/project/gast) (π₯ 13M / month Β· π¦ 1.9K Β· β±οΈ 13.11.2021):
- ```
- pip install gast
- ```
-- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 2.2M Β· β±οΈ 15.11.2021):
- ```
- conda install -c conda-forge gast
- ```
-astor (π₯28 Β· β 720) - Python AST read/write. BSD-3
-
-- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 33 Β· π 94 Β· π 120 - 33% open Β· β±οΈ 31.12.2022):
-
- ```
- git clone https://github.com/berkerpeksag/astor
- ```
-- [PyPi](https://pypi.org/project/astor) (π₯ 6.6M / month Β· π¦ 2.2K Β· β±οΈ 10.12.2019):
- ```
- pip install astor
- ```
-- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 2M Β· β±οΈ 01.07.2020):
- ```
- conda install -c conda-forge astor
- ```
-executing (π₯28 Β· β 240) - Get information about what a Python frame is currently doing,.. MIT
-
-- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 9 Β· π 27 Β· π¦ 74K Β· π 32 - 43% open Β· β±οΈ 27.12.2022):
+- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 9 Β· π 27 Β· π¦ 76K Β· π 32 - 43% open Β· β±οΈ 27.12.2022):
```
git clone https://github.com/alexmojaki/executing
@@ -2941,35 +2927,35 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install executing
```
-- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 7M Β· β±οΈ 01.11.2022):
+- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 7.1M Β· β±οΈ 01.11.2022):
```
conda install -c conda-forge executing
```
typed_ast (π₯28 Β· β 220 Β· π€) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
+gast (π₯27 Β· β 130) - Python AST that abstracts the underlying Python version. BSD-3
-- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 26 Β· π 55 Β· π 87 - 1% open Β· β±οΈ 08.10.2022):
+- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 28 Β· π¦ 120K Β· π 32 - 9% open Β· β±οΈ 29.04.2023):
```
- git clone https://github.com/python/typed_ast
+ git clone https://github.com/serge-sans-paille/gast
```
-- [PyPi](https://pypi.org/project/typed_ast) (π₯ 8.5M / month Β· π¦ 5.5K Β· β±οΈ 21.05.2022):
+- [PyPi](https://pypi.org/project/gast) (π₯ 13M / month):
```
- pip install typed_ast
+ pip install gast
```
-- [Conda](https://anaconda.org/conda-forge/typed-ast) (π₯ 6M Β· β±οΈ 29.10.2022):
+- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 2.2M Β· β±οΈ 15.11.2021):
```
- conda install -c conda-forge typed-ast
+ conda install -c conda-forge gast
```
asteval (π₯26 Β· β 150) - minimalistic evaluator of python expression using ast module. MIT
+asteval (π₯26 Β· β 150) - minimalistic evaluator of python expression using ast module. MIT
- [GitHub](https://github.com/newville/asteval) (π¨βπ» 24 Β· π 36 Β· π 63 - 7% open Β· β±οΈ 07.05.2023):
```
git clone https://github.com/newville/asteval
```
-- [PyPi](https://pypi.org/project/asteval) (π₯ 200K / month Β· π¦ 170 Β· β±οΈ 07.11.2022):
+- [PyPi](https://pypi.org/project/asteval) (π₯ 190K / month Β· π¦ 170 Β· β±οΈ 07.11.2022):
```
pip install asteval
```
@@ -2978,9 +2964,26 @@ This curated list contains 270 awesome open-source projects with a total of 830K
conda install -c conda-forge asteval
```
Show 1 hidden projects...
+astor (π₯22 Β· β 720 Β· π) - Python AST read/write. BSD-3
-- astunparse (π₯28 Β· β 200 Β· π) - An AST unparser for Python. BSD-3
+- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 33 Β· π 94 Β· π 100 - 26% open Β· β±οΈ 31.12.2022):
+
+ ```
+ git clone https://github.com/berkerpeksag/astor
+ ```
+- [PyPi](https://pypi.org/project/astor) (π₯ 6.4M / month):
+ ```
+ pip install astor
+ ```
+- [Conda](https://anaconda.org/conda-forge/astor) (π₯ 2M Β· β±οΈ 01.07.2020):
+ ```
+ conda install -c conda-forge astor
+ ```
+Show 2 hidden projects...
+ +- astunparse (π₯25 Β· β 200 Β· π) - An AST unparser for Python.βUnlicensed
+- typed_ast (π₯19 Β· β 220 Β· π€) - Modified fork of CPythons ast module that parses `# type:`.. βUnlicensed
@@ -2990,7 +2993,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
pre-commit (π₯42 Β· β 10K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 150 Β· π 640 Β· π₯ 430K Β· π¦ 130K Β· π 1.8K - 0% open Β· β±οΈ 17.05.2023):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 150 Β· π 650 Β· π₯ 440K Β· π¦ 130K Β· π 1.8K - 0% open Β· β±οΈ 17.05.2023):
```
git clone https://github.com/pre-commit/pre-commit
@@ -2999,7 +3002,7 @@ This curated list contains 270 awesome open-source projects with a total of 830K
```
pip install pre-commit
```
-- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 3M Β· β±οΈ 18.05.2023):
+- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 3.1M Β· β±οΈ 18.05.2023):
```
conda install -c conda-forge pre-commit
```
diff --git a/history/2023-05-25_changes.md b/history/2023-05-25_changes.md
new file mode 100644
index 0000000..f114cd9
--- /dev/null
+++ b/history/2023-05-25_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._
+
+- hypothesis (π₯42 Β· β 6.7K Β· π) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0
+- poetry (π₯40 Β· β 25K Β· π) - Python packaging and dependency management made easy. MIT
+- cx_Freeze (π₯31 Β· β 1.1K Β· π) - Create standalone executables from Python scripts, with the.. Python-2.0
+- hacking (π₯28 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 MIT
+
+## π Trending Down
+
+_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
+
+- pytype (π₯25 Β· β 4.2K Β· π) - A static type analyzer for Python code. βUnlicensed
+- astor (π₯22 Β· β 720 Β· π) - Python AST read/write. BSD-3
+- typed_ast (π₯19 Β· β 220 Β· π€) - Modified fork of CPythons ast module that parses `# type:`.. βUnlicensed
+- paver (π₯15 Β· β 450 Β· π) - Python-based project scripting. βUnlicensed
+- memory_profiler (π₯15 Β· β 82 Β· π) - Monitor Memory usage of Python code. βUnlicensed
+
diff --git a/history/2023-05-25_projects.csv b/history/2023-05-25_projects.csv
new file mode 100644
index 0000000..48880c8
--- /dev/null
+++ b/history/2023-05-25_projects.csv
@@ -0,0 +1,269 @@
+,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,updated_github_id,pypi_id,conda_id,labels,dependent_project_count,github_dependent_project_count,pypi_url,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,pypi_latest_release_published_at,pypi_dependent_project_count,github_release_downloads,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,npm_id,npm_url,npm_monthly_downloads,cargo_id,cargo_url,cargo_monthly_downloads,cargo_total_downloads,conda_forge
+0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2023-05-18 17:59:18.000,2023-05-18 17:59:16,231.0,25.0,145.0,53.0,141.0,1.0,2.0,1902.0,2023-05-18 17:59:25.000,2023.05.18,90.0,10.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,https://github.com/mkdocs/best-of-mkdocs,https://github.com/mkdocs/best-of-mkdocs,CC-BY-SA-4.0,2022-04-17 07:48:22.000,2023-05-24 15:39:11.000,2023-05-24 15:39:11,166.0,23.0,10.0,10.0,84.0,2.0,2.0,253.0,2023-05-18 19:46:03.000,2023.05.18,61.0,6.0,0,True,mkdocs/best-of-mkdocs,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,,https://packaging.python.org/overview/,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,,https://docs.python.org/3/library/unittest.html,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2023-05-24 23:49:20.000,2023-05-24 18:44:03,15001.0,124.0,2272.0,193.0,5062.0,798.0,4484.0,10206.0,2023-04-14 18:11:59.000,7.3.1,106.0,872.0,47,True,,pytest,conda-forge/pytest,['pytest'],918210.0,918210.0,https://pypi.org/project/pytest,59912445.0,60160935.0,https://anaconda.org/conda-forge/pytest,2023-04-14 23:00:04.667,20376186.0,1.0,,,,,,,,,,,,,,,,,
+5,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2023-05-23 06:24:07.000,2023-05-21 10:52:27,8321.0,82.0,1756.0,364.0,1702.0,186.0,3750.0,23867.0,2023-05-19 22:49:19.000,2023.5.19,70.0,466.0,45,True,,pipenv,conda-forge/pipenv,,83042.0,83042.0,https://pypi.org/project/pipenv,6609680.0,6612123.0,https://anaconda.org/conda-forge/pipenv,2023-05-19 23:43:11.859,105085.0,1.0,,,,,,,,,,,,,,,,,
+6,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2023-05-25 01:56:18.000,2023-05-23 01:47:40,13822.0,206.0,2737.0,308.0,5207.0,902.0,5888.0,8755.0,,,63.0,732.0,45,True,,pip,conda-forge/pip,,137406.0,137406.0,https://pypi.org/project/pip,165695199.0,166647866.0,https://anaconda.org/conda-forge/pip,2023-04-26 11:16:14.578,78118755.0,1.0,,,,,,,,,,,,,,,,,
+7,setuptools,pypa/setuptools,build-tools,Official project repository for the Setuptools build system.,,https://github.com/pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2023-05-25 01:05:09.000,2023-05-20 12:56:02,13857.0,148.0,1006.0,91.0,1392.0,561.0,1753.0,2036.0,2023-05-19 19:41:05.692,67.8.0,546.0,570.0,45,True,,setuptools,conda-forge/setuptools,,367864.0,329384.0,https://pypi.org/project/setuptools,255833392.0,256819249.0,https://anaconda.org/conda-forge/setuptools,2023-04-24 18:49:33.341,80840277.0,1.0,2023-01-28 19:02:44.046,38480.0,,,,,,,,,,,,,,,
+8,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2023-05-25 04:06:42.000,2023-05-25 04:06:08,1560.0,42.0,1975.0,229.0,1391.0,363.0,1910.0,32447.0,2023-03-29 01:00:11.000,23.3.0,29.0,372.0,44,True,,black,conda-forge/black,,375321.0,375321.0,https://pypi.org/project/black,20026734.0,20147548.0,https://anaconda.org/conda-forge/black,2023-04-26 07:05:32.069,7214630.0,1.0,,,28598.0,,,,,,,,,,,,,,
+9,rich,Textualize/rich,logging,Rich is a Python library for rich text and beautiful formatting in the terminal.,,https://github.com/Textualize/rich,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000,2023-05-25 14:00:44.000,2023-05-09 07:55:58,3760.0,66.0,1557.0,541.0,965.0,135.0,982.0,43369.0,2023-04-27 16:00:07.000,13.3.5,181.0,221.0,43,True,,rich,conda-forge/rich,,95036.0,90758.0,https://pypi.org/project/rich,22278428.0,22391010.0,https://anaconda.org/conda-forge/rich,2023-04-27 19:38:00.684,3827794.0,1.0,2023-01-28 10:19:14.092,4278.0,,,,,,,,,,,,,,,
+10,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 13:13:14.000,2023-05-21 02:32:54.000,2023-03-03 21:07:28,1940.0,12.0,1219.0,213.0,514.0,344.0,569.0,24874.0,2023-03-03 21:28:29.000,4.65.0,104.0,112.0,43,True,,tqdm,conda-forge/tqdm,,473277.0,473277.0,https://pypi.org/project/tqdm,51311011.0,51553942.0,https://anaconda.org/conda-forge/tqdm,2023-03-04 16:57:20.216,20148411.0,1.0,,,11139.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2023-03-18 01:39:51.172447,2.0,4096.0,,,,,,,,,
+11,psutil,giampaolo/psutil,profiling,Cross-platform lib for process and system monitoring in Python.,,https://github.com/giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2023-05-09 10:03:08.000,2023-05-09 10:03:08,5936.0,64.0,1327.0,238.0,626.0,264.0,1389.0,9322.0,,,37.0,195.0,43,True,,psutil,conda-forge/psutil,,314862.0,314862.0,https://pypi.org/project/psutil,67331555.0,67592600.0,https://anaconda.org/conda-forge/psutil,2023-04-17 23:58:50.059,22188888.0,1.0,,,,,,,,,,,,,,,,,
+12,conda,conda/conda,dependency-managers,"A system-level, binary package and environment manager running on all major operating systems and platforms.",,https://github.com/conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2023-05-25 12:18:19.000,2023-05-24 20:44:20,16332.0,119.0,1370.0,198.0,3619.0,766.0,8335.0,5458.0,2023-05-22 19:00:30.000,23.5.0,100.0,426.0,43,True,,conda,conda-forge/conda,,41514.0,40418.0,https://pypi.org/project/conda,154518.0,684518.0,https://anaconda.org/conda-forge/conda,2023-03-30 15:12:14.391,42930062.0,1.0,2016-09-16 15:07:21.000,1096.0,,,,,,,,,,,,,,,
+13,pylint,PyCQA/pylint,linters,Its not just a linter that annoys you!.,,https://github.com/pylint-dev/pylint,https://github.com/pylint-dev/pylint,GPL-2.0,2015-12-09 05:40:02.000,2023-05-23 20:32:31.000,2023-05-23 05:39:40,8650.0,265.0,972.0,75.0,3752.0,710.0,4245.0,4673.0,2023-05-06 16:33:40.000,2.17.4,74.0,524.0,43,True,pylint-dev/pylint,pylint,conda-forge/pylint,,362876.0,362876.0,https://pypi.org/project/pylint,13386206.0,13437006.0,https://anaconda.org/conda-forge/pylint,2023-05-06 18:27:40.178,4114815.0,1.0,,,,,,,,,,,,,,,,,
+14,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,,2012-12-07 13:30:23.000,2023-05-25 13:45:39.000,2023-05-25 06:09:55,11216.0,212.0,2446.0,232.0,6221.0,2406.0,6600.0,15401.0,,,49.0,656.0,42,False,,mypy,conda-forge/mypy,,187710.0,187710.0,https://pypi.org/project/mypy,13581156.0,13626844.0,https://anaconda.org/conda-forge/mypy,2023-05-12 19:54:15.023,3015425.0,1.0,,,,,,,,,,,,,,,,,
+15,mkdocs-material,squidfunk/mkdocs-material,documentation,Documentation that simply works.,,https://github.com/squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2023-05-23 15:47:22.000,2023-05-23 15:42:25,5289.0,241.0,2860.0,114.0,2358.0,19.0,1867.0,13962.0,2023-05-20 08:44:43.000,9.1.14,157.0,214.0,42,True,,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],32566.0,32566.0,https://pypi.org/project/mkdocs-material,2412495.0,2417717.0,https://anaconda.org/conda-forge/mkdocs-material,2023-05-20 17:33:38.031,250685.0,1.0,,,,,,,,,,,,,,,,,
+16,pre-commit,pre-commit/pre-commit,others,A framework for managing and maintaining multi-language pre-commit hooks.,,https://github.com/pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2023-05-19 15:54:54.000,2023-05-17 23:15:56,2536.0,63.0,646.0,90.0,1089.0,17.0,1756.0,10396.0,2023-05-17 23:01:40.000,3.3.2,99.0,149.0,42,True,,pre-commit,conda-forge/pre-commit,,130824.0,130824.0,https://pypi.org/project/pre-commit,10506962.0,10581847.0,https://anaconda.org/conda-forge/pre-commit,2023-05-18 01:01:46.548,3078519.0,1.0,,,440288.0,,,,,,,,,,,,,,
+17,pyinstaller,pyinstaller/pyinstaller,packaging,Freeze (package) Python programs into stand-alone executables.,,https://github.com/pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2023-05-25 08:41:51.000,2023-05-25 08:41:50,8754.0,91.0,1753.0,235.0,2157.0,275.0,4598.0,10307.0,2023-05-13 12:02:40.000,5.11.0,52.0,450.0,42,True,,pyinstaller,conda-forge/pyinstaller,,43803.0,43803.0,https://pypi.org/project/pyinstaller,1136775.0,1148510.0,https://anaconda.org/conda-forge/pyinstaller,2023-05-13 14:15:58.829,440345.0,1.0,,,738345.0,,,,,,,,,,,,,,
+18,robotframework,robotframework/robotframework,testing,Generic automation framework for acceptance testing and RPA.,,https://github.com/robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2023-05-25 04:57:25.000,2023-05-24 22:12:46,14057.0,191.0,2130.0,479.0,658.0,299.0,3856.0,8059.0,2023-01-09 21:14:31.299,6.0.2,99.0,183.0,42,True,,robotframework,conda-forge/robotframework,,8831.0,7728.0,https://pypi.org/project/robotframework,1688508.0,1690516.0,https://anaconda.org/conda-forge/robotframework,2023-01-12 19:48:17.751,128241.0,1.0,2023-01-09 21:14:31.299,1103.0,545.0,,,,,,,,,,,,,,
+19,hypothesis,HypothesisWorks/hypothesis,testing,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",,https://github.com/HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2023-05-25 09:50:45.000,2023-05-22 13:41:07,12962.0,191.0,551.0,70.0,2253.0,59.0,1342.0,6715.0,2023-05-14 01:19:12.461,6.75.3,1044.0,311.0,42,True,,hypothesis,conda-forge/hypothesis,,23120.0,20864.0,https://pypi.org/project/hypothesis,5497195.0,5590258.0,https://anaconda.org/conda-forge/hypothesis,2023-05-14 02:41:41.339,7631238.0,1.0,2023-01-27 10:10:58.628,2256.0,,,,,,,4.0,,,,,,,,
+20,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,,2015-01-02 10:53:28.000,2023-05-24 14:50:36.000,2023-05-15 09:43:55,20121.0,204.0,1819.0,146.0,4929.0,1153.0,5317.0,5427.0,2023-05-12 21:51:49.000,7.0.1,99.0,783.0,42,False,,sphinx,conda-forge/sphinx,['sphinx'],305591.0,305591.0,https://pypi.org/project/sphinx,9091623.0,9185409.0,https://anaconda.org/conda-forge/sphinx,2023-05-12 22:37:46.449,7596711.0,1.0,,,,,,,,,,,,,,,,,
+21,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2023-05-23 06:40:19.000,2023-05-18 16:44:44,1855.0,34.0,2177.0,232.0,1132.0,121.0,1685.0,16467.0,2023-05-02 21:19:16.000,1.4.3,25.0,238.0,41,True,,mkdocs,conda-forge/mkdocs,['mkdocs'],44273.0,44273.0,https://pypi.org/project/mkdocs,1716190.0,1719179.0,https://anaconda.org/conda-forge/mkdocs,2023-05-03 16:41:13.115,254109.0,1.0,,,,,,,,,,,,,,,,,
+22,isort,PyCQA/isort,formatters,A Python utility / library to sort imports.,,https://github.com/PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2023-05-23 20:53:24.000,2023-05-23 20:53:15,4084.0,13.0,510.0,48.0,927.0,142.0,1062.0,5813.0,2023-01-30 09:41:30.000,5.11.5,100.0,283.0,41,True,,isort,conda-forge/isort,,387465.0,387465.0,https://pypi.org/project/isort,25289858.0,25348148.0,https://anaconda.org/conda-forge/isort,2023-02-01 23:25:16.111,4779836.0,2.0,,,,,,,,,,,,,,,,,
+23,poetry,python-poetry/poetry,dependency-managers,Python packaging and dependency management made easy.,,https://github.com/python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2023-05-25 13:24:38.000,2023-05-24 16:25:35,2880.0,126.0,1966.0,187.0,2405.0,653.0,4441.0,25142.0,2023-05-19 12:29:01.193,1.5.0,161.0,460.0,40,True,,poetry,conda-forge/poetry,,260.0,,https://pypi.org/project/poetry,11881279.0,12149350.0,https://anaconda.org/conda-forge/poetry,2023-05-19 15:10:50.938,874126.0,2.0,2023-01-10 18:28:25.700,260.0,15113090.0,,,,,,4.0,,,,,,,,
+24,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter, written in Rust.",,https://github.com/charliermarsh/ruff,https://github.com/charliermarsh/ruff,MIT,2022-08-09 17:17:44.000,2023-05-25 14:10:14.000,2023-05-25 12:05:28,3419.0,759.0,437.0,66.0,2788.0,291.0,1519.0,14955.0,2023-05-24 19:37:14.000,0.0.270,100.0,202.0,40,True,,ruff,conda-forge/ruff,,6519.0,6519.0,https://pypi.org/project/ruff,2150155.0,2184064.0,https://anaconda.org/conda-forge/ruff,2023-05-25 03:18:58.581,187536.0,1.0,,,13269.0,,,,,,,,,,,,,,
+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 23:12:30.000,2023-04-21 21:55:14.000,2023-04-21 21:55:14,8352.0,11.0,497.0,114.0,577.0,53.0,1298.0,5424.0,2022-11-21 22:34:01.796,0.18.2,32.0,163.0,40,True,,jedi,conda-forge/jedi,,315140.0,306726.0,https://pypi.org/project/jedi,19437254.0,19643886.0,https://anaconda.org/conda-forge/jedi,2022-11-22 16:27:48.875,16323940.0,1.0,2022-11-21 22:34:01.796,8414.0,,,,,,,,,,,,,,,
+26,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2023-05-19 16:50:16.000,2023-05-19 16:50:15,682.0,39.0,926.0,165.0,1261.0,79.0,1205.0,4466.0,2023-04-27 23:37:32.000,20.23.0,57.0,100.0,40,True,,virtualenv,conda-forge/virtualenv,,266743.0,266743.0,https://pypi.org/project/virtualenv,62862558.0,62922324.0,https://anaconda.org/conda-forge/virtualenv,2023-04-28 09:34:05.273,4422690.0,2.0,,,,,,,,,,,,,,,,,
+27,flake8,PyCQA/flake8,linters,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script.,,https://github.com/PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2023-05-16 13:44:34.000,2023-05-16 13:36:39,2376.0,14.0,278.0,37.0,315.0,25.0,1486.0,2834.0,2022-11-23 19:29:25.198,6.0.0,87.0,172.0,40,True,,flake8,conda-forge/flake8,,503684.0,458525.0,https://pypi.org/project/flake8,21486337.0,21560656.0,https://anaconda.org/conda-forge/flake8,2022-11-25 17:20:29.044,6168542.0,1.0,2022-11-23 19:29:25.198,45159.0,,,,,,,,,,,,,,,
+28,tox,tox-dev/tox,testing,Command line driven CI frontend and development task automation tool.,,https://github.com/tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2023-05-13 17:54:07.000,2023-05-08 14:06:23,589.0,36.0,473.0,42.0,1301.0,80.0,1518.0,3272.0,2023-04-26 16:35:23.126,4.5.1,193.0,277.0,39,True,,tox,conda-forge/tox,['pytest'],121394.0,99113.0,https://pypi.org/project/tox,13655571.0,13665813.0,https://anaconda.org/conda-forge/tox,2023-01-18 22:31:34.228,696463.0,1.0,2023-02-21 17:41:11.947,22281.0,,,,,,,,,,,,,,,
+29,sentry-sdk,getsentry/sentry-python,logging,The official Python SDK for Sentry.io.,,https://github.com/getsentry/sentry-python,https://github.com/getsentry/sentry-python,MIT,2018-06-18 22:51:10.000,2023-05-25 14:05:07.000,2023-05-25 13:58:48,1765.0,116.0,384.0,68.0,1194.0,219.0,726.0,1538.0,2023-05-23 09:45:42.950,1.24.0,187.0,172.0,39,True,,sentry-sdk,conda-forge/sentry-sdk,,44223.0,43822.0,https://pypi.org/project/sentry-sdk,20897920.0,20906399.0,https://anaconda.org/conda-forge/sentry-sdk,2023-04-28 21:06:11.878,453577.0,1.0,2023-03-16 15:54:02.489,401.0,3463.0,,,,,,,,,,,,,,
+30,yapf,google/yapf,formatters,A formatter for Python files.,,https://github.com/google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2023-05-23 19:19:50.000,2023-05-23 19:19:49,1261.0,37.0,855.0,220.0,302.0,376.0,405.0,13240.0,,,25.0,147.0,38,True,,yapf,conda-forge/yapf,,76951.0,76951.0,https://pypi.org/project/yapf,3821307.0,3838620.0,https://anaconda.org/conda-forge/yapf,2023-05-01 01:43:30.917,1437005.0,2.0,,,,,,,,,,,,,,,,,
+31,Nuitka,Nuitka/Nuitka,packaging,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8,..",,https://github.com/Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2023-05-25 07:29:33.000,2023-05-25 07:27:01,10854.0,373.0,470.0,129.0,305.0,240.0,1612.0,8816.0,2023-05-17 03:49:00.895,1.5.8,251.0,140.0,38,True,,nuitka,conda-forge/nuitka,,1289.0,1239.0,https://pypi.org/project/nuitka,67160.0,73097.0,https://anaconda.org/conda-forge/nuitka,2023-05-17 07:22:04.708,504698.0,1.0,2023-01-31 18:21:01.683,50.0,,,,,,,,,,,,,,,
+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 08:50:26.000,2023-05-25 11:10:13.000,2023-05-15 18:01:58,1899.0,35.0,501.0,105.0,902.0,124.0,814.0,6867.0,2023-04-07 16:47:19.000,6.13.0,62.0,189.0,38,True,,pip-tools,conda-forge/pip-tools,,20275.0,20275.0,https://pypi.org/project/pip-tools,8028071.0,8030467.0,https://anaconda.org/conda-forge/pip-tools,2023-05-22 11:53:09.615,88681.0,2.0,,,,,,,,,,,,,,,,,
+33,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2023-05-05 19:14:19.000,2023-05-05 15:48:32,714.0,21.0,604.0,128.0,114.0,96.0,668.0,14955.0,2023-04-10 09:14:19.000,0.7.0,19.0,42.0,37,True,,loguru,conda-forge/loguru,,55655.0,53166.0,https://pypi.org/project/loguru,9846680.0,9870630.0,https://anaconda.org/conda-forge/loguru,2023-04-10 11:59:26.560,1221474.0,2.0,2020-09-20 07:54:28.000,2489.0,,,,,,,,,,,,,,,
+34,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2023-05-25 04:35:19.000,2023-05-25 04:35:10,6168.0,378.0,997.0,103.0,573.0,13.0,4049.0,10384.0,2023-05-24 00:21:08.000,1.1.310,100.0,93.0,37,True,,,,,513.0,513.0,,,540110.0,,,,2.0,,,361.0,,,,,,,pyright,https://www.npmjs.com/package/pyright,540088.0,,,,,
+35,bandit,PyCQA/bandit,security,Bandit is a tool designed to find common security issues in Python code.,,https://github.com/PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2023-05-24 18:05:38.000,2023-05-22 16:17:44,1308.0,16.0,517.0,67.0,379.0,161.0,447.0,5203.0,2023-03-10 01:02:04.000,1.7.5,12.0,167.0,37,True,,bandit,conda-forge/bandit,,41642.0,41642.0,https://pypi.org/project/bandit,3136039.0,3140934.0,https://anaconda.org/conda-forge/bandit,2023-03-11 07:26:25.891,234461.0,1.0,,,677.0,,,,,,,,,,,,,,
+36,pycodestyle,PyCQA/pycodestyle,linters,Simple Python style checker in one Python file.,,https://github.com/PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000,2023-05-09 12:33:44.000,2023-05-09 12:33:43,1357.0,4.0,703.0,120.0,453.0,114.0,594.0,4842.0,2022-11-23 18:29:05.901,2.10.0,16.0,131.0,37,True,,pycodestyle,conda-forge/pycodestyle,,351926.0,340387.0,https://pypi.org/project/pycodestyle,28613002.0,28689876.0,https://anaconda.org/conda-forge/pycodestyle,2022-11-24 16:23:10.571,6380563.0,1.0,2022-11-23 18:29:05.901,11539.0,,,,,,,,,,,,,,,
+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 20:08:51.000,2023-03-19 12:06:00.000,2023-03-19 12:05:58,2819.0,9.0,281.0,73.0,219.0,110.0,354.0,4356.0,2023-03-03 09:22:25.000,2.0.2,23.0,57.0,37,True,,autopep8,conda-forge/autopep8,,178617.0,178617.0,https://pypi.org/project/autopep8,3367210.0,3380987.0,https://anaconda.org/conda-forge/autopep8,2023-03-03 12:11:53.143,1143563.0,3.0,,,,,,,,,,,,,,,,,
+38,invoke,pyinvoke/invoke,build-tools,Pythonic task management & command execution.,,https://github.com/pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2023-05-23 15:52:38.000,2023-05-23 15:52:36,3692.0,36.0,349.0,96.0,241.0,367.0,397.0,3956.0,2023-05-15 22:16:03.391,2.1.2,63.0,59.0,37,True,,invoke,conda-forge/invoke,,23363.0,20595.0,https://pypi.org/project/invoke,4862436.0,4873028.0,https://anaconda.org/conda-forge/invoke,2023-05-16 01:20:34.857,900326.0,1.0,2023-01-16 22:26:01.797,2768.0,,,,,,,,,,,,,,,
+39,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,https://github.com/nicolargo/glances,,2011-12-04 08:49:15.000,2023-05-24 19:20:41.000,2023-05-20 14:52:01,5004.0,302.0,1355.0,499.0,683.0,196.0,1461.0,22860.0,2023-05-18 15:52:21.000,3.4.0.2,34.0,173.0,36,False,,glances,conda-forge/glances,,661.0,661.0,https://pypi.org/project/glances,291575.0,293843.0,https://anaconda.org/conda-forge/glances,2023-05-18 22:16:45.132,194015.0,1.0,,,1287.0,,,,,,,,,,,,,,
+40,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 23:30:38.000,2023-05-24 20:19:51.000,2023-05-24 20:11:12,405.0,3.0,1065.0,183.0,148.0,449.0,223.0,8118.0,2023-05-24 20:13:07.561,0.9.54,51.0,51.0,36,True,,pyautogui,conda-forge/pyautogui,,24454.0,23695.0,https://pypi.org/project/pyautogui,600004.0,602920.0,https://anaconda.org/conda-forge/pyautogui,2022-09-10 02:31:57.039,192494.0,1.0,2021-07-07 17:05:04.000,759.0,,,,,,,,,,,,,,,
+41,buildbot,buildbot/buildbot,build-tools,Python-based continuous integration testing framework; your pull requests are more than welcome!.,,https://github.com/buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2023-05-23 04:40:55.000,2023-05-15 19:52:10,23661.0,239.0,1467.0,202.0,5346.0,675.0,799.0,5042.0,2023-04-17 01:18:25.000,3.8.0,58.0,838.0,36,True,,buildbot,conda-forge/buildbot,,325.0,325.0,https://pypi.org/project/buildbot,31132.0,33388.0,https://anaconda.org/conda-forge/buildbot,2023-04-17 03:32:51.191,80230.0,2.0,,,30336.0,,,,,,,,,,,,,,
+42,twine,pypa/twine,build-tools,Utilities for interacting with PyPI.,,https://github.com/pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2023-05-25 06:45:47.000,2023-05-06 14:40:18,1079.0,3.0,294.0,36.0,531.0,46.0,414.0,1421.0,2022-12-01 01:51:31.000,4.0.2,52.0,116.0,36,True,,twine,conda-forge/twine,,104570.0,89837.0,https://pypi.org/project/twine,3883199.0,3892594.0,https://anaconda.org/conda-forge/twine,2022-12-01 12:45:16.522,761044.0,2.0,2022-12-01 01:49:17.129,14733.0,,,,,,,,,,,,,,,
+43,wemake-python-styleguide,wemake-services/wemake-python-styleguide,linters,The strictest and most opinionated python linter ever!.,,https://github.com/wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2023-05-25 11:01:49.000,2023-05-25 11:01:47,2195.0,45.0,368.0,26.0,1593.0,113.0,959.0,2221.0,2022-09-27 22:22:25.120,0.17.0,55.0,180.0,35,True,,wemake-python-styleguide,,,14740.0,14689.0,https://pypi.org/project/wemake-python-styleguide,263495.0,263495.0,,,,2.0,2022-09-27 22:22:25.120,51.0,,,,,,,,,,,,,,,
+44,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2023-05-23 00:30:26.000,2023-05-23 00:30:26,8644.0,88.0,285.0,61.0,977.0,658.0,2719.0,1698.0,2023-03-21 16:25:11.000,4.5.2,32.0,148.0,35,True,,scons,conda-forge/scons,,60.0,,https://pypi.org/project/scons,656974.0,662933.0,https://anaconda.org/conda-forge/scons,2023-03-22 07:57:20.421,439152.0,2.0,2022-07-30 21:23:00.222,60.0,1287.0,,,,,,,,,,,,,,
+45,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 20:01:12.000,2023-05-24 21:50:47.170,2023-05-24 18:28:10,920.0,12.0,195.0,36.0,237.0,119.0,238.0,1428.0,,,20.0,86.0,35,True,,pytest-cov,conda-forge/pytest-cov,['pytest'],254078.0,254078.0,https://pypi.org/project/pytest-cov,23361316.0,23459791.0,https://anaconda.org/conda-forge/pytest-cov,2023-05-24 21:50:47.170,8468903.0,2.0,,,,,,,,,,,,,,,,,
+46,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 16:38:14.000,2023-05-17 22:07:58.000,2023-04-14 07:08:49,336.0,16.0,342.0,61.0,144.0,162.0,97.0,5145.0,2023-04-14 07:11:09.000,0.4.13,42.0,59.0,34,True,,pipreqs,conda-forge/pipreqs,,19686.0,19323.0,https://pypi.org/project/pipreqs,2317038.0,2317487.0,https://anaconda.org/conda-forge/pipreqs,2023-04-14 08:24:42.847,35970.0,2.0,2021-10-23 09:15:35.000,363.0,,,,,,,,,,,,,,,
+47,mimesis,lk-geimfari/mimesis,testing,"Mimesis is a robust data generator for Python, capable of rapidly producing large volumes of synthetic data for..",,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2023-05-25 10:57:18.000,2023-05-21 14:56:27,2472.0,138.0,314.0,61.0,1019.0,7.0,309.0,3969.0,2023-05-20 12:06:02.495,10.0.0,46.0,115.0,34,True,,mimesis,conda-forge/mimesis,,1407.0,1341.0,https://pypi.org/project/mimesis,117563.0,121085.0,https://anaconda.org/conda-forge/mimesis,2023-05-20 14:16:08.650,119583.0,2.0,2022-12-17 18:19:31.923,66.0,410.0,,,,,,,,,,,,,,
+48,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,,2013-08-13 15:55:58.000,2023-05-22 15:13:28.000,2023-05-22 15:13:26,1339.0,29.0,180.0,33.0,241.0,28.0,246.0,2579.0,2023-04-06 12:17:40.000,23.1.0,12.0,98.0,34,False,,structlog,conda-forge/structlog,,8396.0,8396.0,https://pypi.org/project/structlog,8405856.0,8409523.0,https://anaconda.org/conda-forge/structlog,2022-07-28 13:23:10.469,300747.0,2.0,,,,,,,,,,,,,,,,,
+49,pyarmor,dashingsoft/pyarmor,security,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",,https://github.com/dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2023-05-24 10:49:00.000,2023-05-24 10:48:28,4015.0,430.0,232.0,43.0,38.0,11.0,1107.0,2226.0,2023-05-19 22:06:48.000,8.2.1,307.0,29.0,34,False,,pyarmor,,,853.0,829.0,https://pypi.org/project/pyarmor,172222.0,172222.0,,,,2.0,2022-12-11 06:32:00.693,24.0,,,,,,,,,,,,,,,
+50,prospector,PyCQA/prospector,code-metrics,"Inspects Python source files and provides information about type and location of classes, methods etc.",,https://github.com/PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000,2023-05-25 11:51:55.174,2023-05-25 01:19:58,1379.0,30.0,166.0,35.0,257.0,52.0,308.0,1812.0,2023-05-25 01:30:01.451,1.10.2,124.0,88.0,34,True,,prospector,conda-forge/prospector,,5044.0,4275.0,https://pypi.org/project/prospector,642481.0,643361.0,https://anaconda.org/conda-forge/prospector,2023-05-25 11:51:55.174,71280.0,1.0,2023-01-10 19:32:09.781,769.0,,,,,,,,,,,,,,,
+51,pyflakes,PyCQA/pyflakes,linters,A simple program which checks Python source files for errors.,,https://github.com/PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2023-04-25 23:37:23.000,2023-04-25 23:37:22,556.0,1.0,169.0,27.0,289.0,56.0,447.0,1264.0,2022-11-24 16:55:02.246,3.0.1,36.0,84.0,34,True,,pyflakes,conda-forge/pyflakes,,239546.0,225786.0,https://pypi.org/project/pyflakes,20472489.0,20546643.0,https://anaconda.org/conda-forge/pyflakes,2022-11-24 20:00:59.834,6154856.0,2.0,2022-11-24 16:55:02.246,13760.0,,,,,,,,,,,,,,,
+52,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2023-05-22 21:19:07.000,2023-05-22 21:19:06,522.0,127.0,93.0,19.0,88.0,13.0,250.0,1199.0,2023-05-12 07:43:21.691,4.0.0,59.0,29.0,34,True,,typeguard,conda-forge/typeguard,,16389.0,14967.0,https://pypi.org/project/typeguard,9070857.0,9075959.0,https://anaconda.org/conda-forge/typeguard,2023-05-12 09:34:55.089,265337.0,3.0,2023-03-01 22:37:52.893,1422.0,,,,,,,,,,,,,,,
+53,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,,2014-05-15 22:49:43.000,2023-05-24 18:20:33.000,2023-05-24 18:20:33,644.0,5.0,201.0,26.0,377.0,64.0,252.0,495.0,2023-04-12 16:11:39.000,23.1,18.0,89.0,34,False,,packaging,conda-forge/packaging,,726457.0,726457.0,https://pypi.org/project/packaging,152373059.0,152765301.0,https://anaconda.org/conda-forge/packaging,2023-04-12 22:06:30.481,32554777.0,2.0,,,710.0,,,,,,,,,,,,,,
+54,wheel,pypa/wheel,build-tools,The official binary distribution format for Python.,,https://github.com/pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580,2023-05-22 22:19:28.000,2023-05-22 22:19:27,864.0,33.0,119.0,29.0,169.0,31.0,333.0,409.0,,,29.0,71.0,34,True,,wheel,conda-forge/wheel,,210405.0,210405.0,https://pypi.org/project/wheel,171975609.0,172767834.0,https://anaconda.org/conda-forge/wheel,2023-03-14 16:43:24.949,64962490.0,2.0,,,,,,,,,,,,,,,,,
+55,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2023-05-25 08:23:47.000,2023-05-25 08:23:39,3096.0,43.0,2738.0,382.0,950.0,27.0,1575.0,31966.0,2023-05-25 08:23:47.000,2.3.18,74.0,420.0,33,True,,pyenv,,,,,https://pypi.org/project/pyenv,9817.0,9817.0,,,,2.0,,,,,,,,,,,,,,,,,
+56,pipx,pypa/pipx,dependency-managers,Install and Run Python Applications in Isolated Environments.,,https://github.com/pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2023-05-25 14:15:03.000,2023-05-24 07:08:44,559.0,19.0,267.0,71.0,432.0,113.0,433.0,6455.0,2023-03-12 06:08:11.000,1.2.0,24.0,92.0,33,True,,pipx,conda-forge/pipx,,1226.0,1226.0,https://pypi.org/project/pipx,1072146.0,1073658.0,https://anaconda.org/conda-forge/pipx,2023-03-13 16:16:53.369,25420.0,3.0,,,795.0,,,,,,,,,,,,,,
+57,freezegun,spulec/freezegun,testing,Let your Python tests travel through time.,,https://github.com/spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2023-04-18 22:40:40.000,2023-02-22 05:49:22,592.0,,249.0,33.0,219.0,129.0,177.0,3680.0,2022-08-12 12:25:03.405,1.2.2,59.0,109.0,33,True,,freezegun,conda-forge/freezegun,,4602.0,,https://pypi.org/project/freezegun,6314092.0,6326049.0,https://anaconda.org/conda-forge/freezegun,2022-08-12 15:46:56.359,1028336.0,2.0,2022-08-12 12:25:03.405,4602.0,,,,,,,,,,,,,,,
+58,tabulate,astanin/python-tabulate,logging,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",,https://github.com/astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2023-05-23 19:55:36.000,2023-04-30 10:08:19,610.0,1.0,131.0,22.0,88.0,72.0,129.0,1663.0,2022-10-06 17:23:25.701,0.9.0,27.0,84.0,33,True,,tabulate,conda-forge/tabulate,,128270.0,120574.0,https://pypi.org/project/tabulate,45617000.0,45675358.0,https://anaconda.org/conda-forge/tabulate,2022-10-07 10:29:50.640,4902108.0,2.0,2022-10-06 17:23:25.701,7696.0,,,,,,,,,,,,,,,
+59,pytest-mock,pytest-dev/pytest-mock,testing,Thin-wrapper around the mock package for easier use with pytest.,,https://github.com/pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2023-05-16 11:07:04.000,2023-05-16 11:07:04,551.0,10.0,124.0,34.0,224.0,12.0,125.0,1595.0,2022-10-05 18:53:03.000,3.10.0,37.0,64.0,33,True,,pytest-mock,conda-forge/pytest-mock,['pytest'],62995.0,62995.0,https://pypi.org/project/pytest-mock,10084813.0,10110022.0,https://anaconda.org/conda-forge/pytest-mock,2022-10-06 14:14:09.423,2067157.0,2.0,,,,,,,,,,,,,,,,,
+60,nodeenv,ekalinin/nodeenv,virtual-envs,Virtual environment for Node.js & integrator with virtualenv.,,https://github.com/ekalinin/nodeenv,https://github.com/ekalinin/nodeenv,,2011-03-29 15:28:56.000,2023-05-12 12:06:46.491,2023-05-12 08:01:49,682.0,10.0,176.0,35.0,155.0,45.0,134.0,1586.0,2023-05-12 08:13:47.000,1.8.0,46.0,91.0,33,False,,nodeenv,conda-forge/nodeenv,,47023.0,47023.0,https://pypi.org/project/nodeenv,10624804.0,10662543.0,https://anaconda.org/conda-forge/nodeenv,2023-05-12 12:06:46.491,2566290.0,2.0,,,,,,,,,,,,,,,,,
+61,python-json-logger,madzak/python-json-logger,logging,Json Formatter for the standard python logger.,,https://github.com/madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2023-04-26 12:28:32.000,2023-02-28 17:40:55,262.0,1.0,206.0,26.0,82.0,9.0,89.0,1493.0,2023-02-21 17:40:52.893,2.0.7,27.0,63.0,33,True,,python-json-logger,conda-forge/python-json-logger,,51158.0,50349.0,https://pypi.org/project/python-json-logger,15322246.0,15373881.0,https://anaconda.org/conda-forge/python-json-logger,2023-02-22 15:29:12.361,3769371.0,2.0,2022-07-11 14:10:01.875,809.0,,,,,,,,,,,,,,,
+62,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,,2015-04-14 19:22:42.000,2023-05-23 07:11:23.000,2023-05-13 19:04:08,464.0,51.0,204.0,23.0,320.0,121.0,212.0,588.0,2022-11-11 08:16:56.000,3.2.0,20.0,49.0,33,False,,pytest-html,conda-forge/pytest-html,['pytest'],33728.0,33728.0,https://pypi.org/project/pytest-html,3297632.0,3303453.0,https://anaconda.org/conda-forge/pytest-html,2022-10-25 19:38:16.703,419168.0,2.0,,,,,,,,,,,,,,,,,
+63,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2023-03-12 13:12:02.000,2023-02-14 00:43:52,1110.0,,93.0,23.0,106.0,9.0,104.0,539.0,2021-11-30 21:05:47.000,0.8.3,26.0,46.0,33,True,,parso,conda-forge/parso,,311520.0,305515.0,https://pypi.org/project/parso,18139922.0,18354431.0,https://anaconda.org/conda-forge/parso,2021-12-01 05:04:36.494,13943125.0,2.0,2021-11-30 21:05:47.000,6005.0,,,,,,,,,,,,,,,
+64,py-spy,benfred/py-spy,profiling,Sampling profiler for Python programs.,,https://github.com/benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2023-05-25 01:30:50.000,2023-05-24 21:52:11,468.0,6.0,340.0,115.0,285.0,110.0,185.0,10294.0,2022-09-07 21:58:56.000,0.3.14,20.0,32.0,32,True,,py-spy,conda-forge/py-spy,,2648.0,2648.0,https://pypi.org/project/py-spy,2802031.0,2813158.3333333335,https://anaconda.org/conda-forge/py-spy,2022-09-09 07:18:41.721,441346.0,2.0,,,12198.0,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,599.3333333333334,406041.0,
+65,PDM,pdm-project/pdm,dependency-managers,A modern Python package and dependency manager supporting the latest PEP standards.,,https://github.com/pdm-project/pdm,https://github.com/pdm-project/pdm,MIT,2019-12-27 03:50:57.000,2023-05-24 06:49:05.000,2023-05-24 02:43:17,2283.0,131.0,220.0,32.0,682.0,30.0,1043.0,4606.0,2023-05-10 03:30:00.605,2.6.1,161.0,113.0,32,True,,pdm,conda-forge/pdm,,175.0,138.0,https://pypi.org/project/pdm,209246.0,215749.0,https://anaconda.org/conda-forge/pdm,2023-05-10 06:08:26.595,130078.0,3.0,2023-03-02 07:45:03.847,37.0,3.0,,,,,,,,,,,,,,
+66,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2023-05-23 15:52:15.000,2023-05-23 15:52:13,1204.0,7.0,216.0,48.0,267.0,157.0,167.0,2677.0,2022-11-03 17:20:34.545,2022.1.3,76.0,92.0,32,True,,pudb,conda-forge/pudb,,5595.0,4836.0,https://pypi.org/project/pudb,202846.0,205475.0,https://anaconda.org/conda-forge/pudb,2022-11-04 08:31:30.859,215641.0,1.0,2022-11-03 17:20:34.545,759.0,,,,,,,,,,,,,,,
+67,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 21:22:27.000,2023-05-16 14:17:25.000,2023-05-14 14:47:29,1157.0,14.0,116.0,33.0,264.0,126.0,269.0,1956.0,2023-05-14 14:50:50.819,3.9.0,49.0,66.0,32,True,,flit,conda-forge/flit,,1844.0,1417.0,https://pypi.org/project/flit,147549.0,149654.0,https://anaconda.org/conda-forge/flit,2023-05-14 17:16:09.544,157922.0,3.0,2022-11-05 13:10:04.066,427.0,,,,,,,,,,,,,,,
+68,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2023-04-11 09:56:01.000,2023-04-11 09:56:01,379.0,8.0,146.0,28.0,83.0,60.0,127.0,1705.0,2023-03-09 15:41:00.602,0.13.13,46.0,57.0,32,True,,ipdb,conda-forge/ipdb,,54136.0,45180.0,https://pypi.org/project/ipdb,2191500.0,2195911.0,https://anaconda.org/conda-forge/ipdb,2023-03-23 21:56:15.404,361766.0,1.0,2022-12-13 15:37:01.965,8956.0,,,,,,,,,,,,,,,
+69,rope,python-rope/rope,refactoring,a python refactoring library.,,https://github.com/python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2023-05-05 07:09:09.431,2023-05-05 05:10:46,3141.0,20.0,144.0,27.0,344.0,70.0,224.0,1616.0,,,23.0,77.0,32,True,,rope,conda-forge/rope,,63633.0,63633.0,https://pypi.org/project/rope,630700.0,646387.0,https://anaconda.org/conda-forge/rope,2023-05-05 07:09:09.431,1145223.0,1.0,,,,,,,,,,,,,,,,,
+70,progressbar2,WoLpH/python-progressbar,logging,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,,https://github.com/wolph/python-progressbar,https://github.com/wolph/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2023-05-18 08:05:18.000,2023-03-18 11:25:49,975.0,3.0,97.0,21.0,67.0,11.0,200.0,815.0,2022-10-26 13:47:55.000,4.2.0,44.0,42.0,32,True,,progressbar2,conda-forge/progressbar2,,28631.0,28631.0,https://pypi.org/project/progressbar2,15520433.0,15531943.0,https://anaconda.org/conda-forge/progressbar2,2022-10-27 07:36:32.452,907230.0,2.0,,,1887.0,,,,,,,,,,,,,,
+71,memray,bloomberg/memray,profiling,Memray is a memory profiler for Python.,,https://github.com/bloomberg/memray,https://github.com/bloomberg/memray,Apache-2.0,2022-04-08 18:04:11.000,2023-05-22 19:55:23.000,2023-05-22 18:31:16,1012.0,67.0,312.0,56.0,233.0,20.0,92.0,10583.0,2023-02-21 20:02:22.000,1.7.0,11.0,33.0,31,True,,memray,conda-forge/memray,,147.0,147.0,https://pypi.org/project/memray,81570.0,84588.0,https://anaconda.org/conda-forge/memray,2023-02-22 05:53:10.527,39244.0,2.0,,,,,,,,,,,,,,,,,
+72,pyre-check,facebook/pyre-check,type-checkers,Performant type-checking for python.,,https://github.com/facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2023-05-25 06:57:25.000,2023-05-24 14:31:31,14247.0,599.0,394.0,111.0,358.0,108.0,238.0,6353.0,2023-02-14 00:24:14.000,0.9.18,11.0,243.0,31,True,,pyre-check,,,,,https://pypi.org/project/pyre-check,52450.0,52450.0,,,,3.0,,,,,,,,,,,,,,,,,
+73,sphinx_rtd_theme,readthedocs/sphinx_rtd_theme,documentation,Sphinx theme for readthedocs.org.,,https://github.com/readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2023-05-24 15:16:18.000,2023-05-24 15:16:18,1452.0,6.0,1557.0,165.0,676.0,166.0,603.0,4370.0,,,19.0,115.0,31,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],16.0,16.0,https://pypi.org/project/sphinx_rtd_theme,3321631.0,3362856.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2023-05-23 11:45:55.227,3339242.0,2.0,,,,,,,,,,,,,,,,,
+74,doit,pydoit/doit,build-tools,task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2023-05-10 13:59:56.000,2023-01-16 03:40:03,1483.0,,165.0,53.0,162.0,80.0,215.0,1599.0,2022-04-22 15:33:23.000,0.36.0,48.0,65.0,31,True,,doit,conda-forge/doit,,1804.0,1512.0,https://pypi.org/project/doit,394307.0,397346.0,https://anaconda.org/conda-forge/doit,2022-04-22 16:36:58.774,197575.0,3.0,2022-04-22 15:33:23.000,292.0,,,,,,,,,,,,,,,
+75,radon,rubik/radon,code-metrics,Various code metrics for Python code.,,https://github.com/rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2023-05-09 07:41:22.000,2023-03-26 13:44:46,538.0,11.0,101.0,31.0,81.0,20.0,145.0,1444.0,2023-03-26 06:25:00.948,6.0.1,56.0,56.0,31,True,,radon,conda-forge/radon,,4665.0,4030.0,https://pypi.org/project/radon,436925.0,437800.0,https://anaconda.org/conda-forge/radon,2021-09-07 09:02:03.415,58651.0,2.0,2021-08-08 13:25:20.000,635.0,,,,,,,,,,,,,,,
+76,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2023-05-24 10:04:41.000,2023-05-24 10:04:41,571.0,22.0,91.0,11.0,158.0,44.0,293.0,1225.0,2023-01-19 23:00:14.000,0.20.0,15.0,36.0,31,True,,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],7841.0,7841.0,https://pypi.org/project/mkdocstrings,354704.0,356772.0,https://anaconda.org/conda-forge/mkdocstrings,2023-05-23 00:41:41.981,64117.0,2.0,,,,,,,,,,,,,,,,,
+77,pytest-bdd,pytest-dev/pytest-bdd,testing,BDD library for the py.test runner.,,https://github.com/pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2023-05-09 05:14:52.000,2023-04-04 06:58:55,1023.0,7.0,185.0,55.0,318.0,105.0,190.0,1163.0,2022-11-09 16:51:21.000,6.1.1,4.0,54.0,31,True,,pytest-bdd,conda-forge/pytest-bdd,['pytest'],2821.0,2821.0,https://pypi.org/project/pytest-bdd,697623.0,698728.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,53086.0,2.0,,,,,,,,,,,,,,,,,
+78,cx_Freeze,marcelotduarte/cx_Freeze,packaging,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",,https://github.com/marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000,2023-05-24 23:11:25.000,2023-05-23 05:24:26,1583.0,60.0,200.0,29.0,933.0,71.0,780.0,1080.0,2023-05-23 06:15:02.632,6.15.0,63.0,103.0,31,True,,cx_freeze,conda-forge/cx_freeze,,43.0,,https://pypi.org/project/cx_freeze,106505.0,110873.0,https://anaconda.org/conda-forge/cx_freeze,2023-05-23 13:54:12.142,227187.0,2.0,2023-01-30 09:51:27.855,43.0,,,,,,,5.0,,,,,,,,
+79,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 04:02:58.000,2023-05-14 15:25:13.000,2023-04-23 01:30:43,524.0,10.0,131.0,24.0,396.0,51.0,265.0,1062.0,2023-04-23 01:43:49.000,2023.04.22,25.0,86.0,31,True,wntrblm/nox,nox,conda-forge/nox,['pytest'],4060.0,4060.0,https://pypi.org/project/nox,1047424.0,1050624.0,https://anaconda.org/conda-forge/nox,2023-04-29 21:25:10.082,176013.0,2.0,,,,,,,,,,,,,,,,,
+80,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2023-02-10 09:37:04.000,2023-01-17 20:27:44,742.0,,188.0,19.0,313.0,111.0,222.0,1048.0,2023-01-17 20:31:11.783,6.3.0,22.0,89.0,31,True,,pydocstyle,conda-forge/pydocstyle,,58103.0,55317.0,https://pypi.org/project/pydocstyle,3063684.0,3080599.0,https://anaconda.org/conda-forge/pydocstyle,2023-01-17 23:20:42.339,1387083.0,2.0,2023-01-17 20:31:11.783,2786.0,60.0,,,,,,,,,,,,,,
+81,flake8-bugbear,PyCQA/flake8-bugbear,linters,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in..,,https://github.com/PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2023-05-22 17:42:56.000,2023-05-22 17:42:56,312.0,19.0,92.0,8.0,195.0,47.0,144.0,940.0,2023-05-10 00:00:02.878,23.5.9,58.0,74.0,31,True,,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],32678.0,32241.0,https://pypi.org/project/flake8-bugbear,1922089.0,1937657.0,https://anaconda.org/conda-forge/flake8-bugbear,2023-05-11 21:59:40.652,700562.0,2.0,2023-01-20 21:20:01.679,437.0,,,,,,,,,,,,,,,
+82,asv,airspeed-velocity/asv,testing,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,,https://github.com/airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2023-05-22 06:14:18.000,2023-05-22 06:14:18,2167.0,123.0,157.0,21.0,763.0,137.0,394.0,774.0,2022-02-06 14:17:08.000,0.5.1,13.0,74.0,31,True,,asv,conda-forge/asv,,932.0,932.0,https://pypi.org/project/asv,21426.0,30789.0,https://anaconda.org/conda-forge/asv,2022-11-04 11:34:14.554,711657.0,2.0,,,,,,,,,,,,,,,,,
+83,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme.",,https://github.com/sphinx-doc/alabaster,https://github.com/sphinx-doc/alabaster,,2013-12-07 00:03:15.000,2023-04-30 12:05:23.000,2023-04-21 00:12:44,383.0,10.0,170.0,30.0,88.0,63.0,56.0,693.0,,,6.0,29.0,31,False,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,['sphinx'],98230.0,98230.0,https://pypi.org/project/alabaster,6225907.0,6299446.0,https://anaconda.org/conda-forge/alabaster,2023-01-13 21:36:23.432,6030233.0,2.0,,,,,,,,,,,,,,,,,
+84,sphinx-autodoc-typehints,tox-dev/sphinx-autodoc-typehints,documentation,Type hints support for the Sphinx autodoc extension.,,https://github.com/tox-dev/sphinx-autodoc-typehints,https://github.com/tox-dev/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2023-05-15 17:36:58.000,2023-05-03 22:39:02,305.0,12.0,93.0,11.0,189.0,27.0,139.0,484.0,2023-04-13 18:32:10.000,1.23.0,35.0,52.0,31,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],36753.0,36753.0,https://pypi.org/project/sphinx-autodoc-typehints,1184951.0,1192556.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2023-01-25 17:54:59.740,501979.0,2.0,,,,,,,,,,,,,,,,,
+85,Scalene,plasma-umass/scalene,profiling,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization..",,https://github.com/plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2023-05-10 00:07:23.000,2023-04-25 15:44:10,2953.0,14.0,240.0,70.0,217.0,139.0,220.0,7704.0,2023-04-20 20:02:50.000,1.5.21.2,37.0,39.0,30,True,,scalene,,,447.0,447.0,https://pypi.org/project/scalene,14900.0,14900.0,,,,2.0,,,,,,,,,,,,,,,,,
+86,pyinstrument,joerick/pyinstrument,profiling,Call stack profiler for Python. Shows you why your code is slow!.,,https://github.com/joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2023-05-24 18:37:39.000,2023-05-24 18:25:55,848.0,37.0,202.0,55.0,128.0,17.0,98.0,5335.0,,,26.0,50.0,30,True,,pyinstrument,conda-forge/pyinstrument,,1485.0,1485.0,https://pypi.org/project/pyinstrument,458607.0,461119.0,https://anaconda.org/conda-forge/pyinstrument,2022-11-05 17:20:23.957,200976.0,2.0,,,,,,,,,,,,,,,,,
+87,briefcase,beeware/briefcase,packaging,Tools to support converting a Python project into a standalone native application.,,https://github.com/beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000,2023-05-25 12:53:07.000,2023-05-22 23:17:15,3025.0,483.0,276.0,41.0,626.0,114.0,492.0,1738.0,2023-04-12 04:05:00.862,0.3.14,48.0,121.0,30,True,,briefcase,,,19.0,,https://pypi.org/project/briefcase,5407.0,5409.0,,,,2.0,2023-01-30 02:23:00.441,19.0,117.0,,,,,,,,,,,,,,
+88,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2023-04-21 13:18:12.000,2023-04-21 13:17:49,643.0,5.0,465.0,70.0,257.0,66.0,148.0,1667.0,,,10.0,91.0,30,True,,pyelftools,conda-forge/pyelftools,,5821.0,5273.0,https://pypi.org/project/pyelftools,1655995.0,1657498.0,https://anaconda.org/conda-forge/pyelftools,2022-10-29 13:21:01.531,129288.0,2.0,2022-08-10 21:45:29.337,548.0,,,,,,,,,,,,,,,
+89,nose,nose-devs/nose,testing,nose is nicer testing for python.,,https://github.com/nose-devs/nose,https://github.com/nose-devs/nose,,2011-12-13 19:36:32.000,2022-07-03 21:17:25.000,2016-03-04 01:16:26,1004.0,,373.0,49.0,261.0,400.0,465.0,1360.0,,,1.0,95.0,30,False,,nose,conda-forge/nose,,142113.0,142113.0,https://pypi.org/project/nose,5004325.0,5037027.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,2747035.0,2.0,,,,,,,,,,,,,,,,,
+90,prettytable,jazzband/prettytable,logging,Display tabular data in a visually appealing ASCII table format.,,https://github.com/jazzband/prettytable,https://github.com/jazzband/prettytable,,2016-01-15 02:39:17.000,2023-05-14 09:46:26.000,2023-05-14 09:46:26,515.0,9.0,122.0,22.0,133.0,30.0,81.0,1030.0,2023-04-10 08:58:50.000,3.7.0,19.0,54.0,30,False,,prettytable,conda-forge/prettytable,,44038.0,44038.0,https://pypi.org/project/prettytable,7824862.0,7838123.0,https://anaconda.org/conda-forge/prettytable,2023-04-11 08:30:15.746,1100669.0,2.0,,,,,,,,,,,,,,,,,
+91,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,,2011-12-14 15:33:15.000,2023-05-22 18:18:20.000,2023-05-22 18:16:01,1114.0,15.0,128.0,23.0,310.0,51.0,215.0,753.0,,,5.0,74.0,30,False,,nose2,conda-forge/nose2,,23303.0,23303.0,https://pypi.org/project/nose2,563514.0,565083.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,94141.0,2.0,,,,,,,,,,,,,,,,,
+92,setuptools_scm,pypa/setuptools_scm,build-tools,the blessed package to manage your versions by scm tags.,,https://github.com/pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2023-05-25 09:05:30.000,2023-05-23 22:37:49,1490.0,65.0,183.0,23.0,380.0,96.0,377.0,716.0,2022-12-17 15:59:27.000,7.1.0,50.0,117.0,30,True,,setuptools_scm,conda-forge/setuptools_scm,,,,https://pypi.org/project/setuptools_scm,16359853.0,16379227.0,https://anaconda.org/conda-forge/setuptools_scm,2022-12-17 18:47:30.347,1666221.0,3.0,,,,,,,,,,,,,,,,,
+93,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2023-03-23 01:07:33.000,2023-03-23 01:07:33,145.0,2.0,52.0,16.0,57.0,13.0,39.0,569.0,2022-01-24 01:14:49.000,0.7.0,13.0,22.0,30,True,,mccabe,conda-forge/mccabe,,384994.0,369056.0,https://pypi.org/project/mccabe,27661946.0,27743216.0,https://anaconda.org/conda-forge/mccabe,2022-01-24 18:42:20.668,6745468.0,2.0,2022-01-24 01:14:49.000,15938.0,,,,,,,,,,,,,,,
+94,sqlmap,sqlmapproject/sqlmap,security,Automatic SQL injection and database takeover tool.,,https://github.com/sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,,2012-06-26 09:52:15.000,2023-05-25 09:27:15.000,2023-05-25 09:27:15,10074.0,32.0,5055.0,1096.0,350.0,55.0,4891.0,27082.0,2023-01-02 22:32:55.000,1.7,8.0,128.0,29,False,,sqlmap,,,,,https://pypi.org/project/sqlmap,9520.0,9520.0,,,,2.0,,,,,,,,,,,,,,,,,
+95,gdbgui,cs01/gdbgui,debugging,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",,https://github.com/cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2023-05-12 22:09:01.000,2022-06-22 04:41:01,431.0,,472.0,164.0,153.0,138.0,169.0,9241.0,2022-06-22 04:50:45.000,0.15.1.0,9.0,40.0,29,True,,gdbgui,,,288.0,288.0,https://pypi.org/project/gdbgui,67310.0,67715.0,,,,2.0,,,13792.0,,,,,,,,,,,,,,
+96,playwright-python,microsoft/playwright-python,testing,Python version of the Playwright testing and automation library.,,https://github.com/microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2023-05-23 06:09:10.000,2023-05-18 00:53:56,644.0,31.0,694.0,121.0,726.0,34.0,988.0,8700.0,2023-05-03 11:20:18.000,1.33.0,73.0,32.0,29,True,,playwright,,,,,https://pypi.org/project/playwright,1140480.0,1140480.0,,,,2.0,,,,,,,,,,,,,,,,,
+97,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 05:54:30.000,2023-05-09 03:43:14.112,2023-05-09 01:24:24,669.0,30.0,177.0,46.0,48.0,18.0,175.0,4418.0,,,17.0,7.0,29,True,,alive-progress,conda-forge/alive-progress,,1879.0,1879.0,https://pypi.org/project/alive-progress,280998.0,281837.0,https://anaconda.org/conda-forge/alive-progress,2023-05-09 03:43:14.112,32733.0,3.0,,,,,,,,,,,,,,,,,
+98,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 11:56:14.000,2023-04-10 14:01:09.000,2022-12-06 17:25:01,713.0,,367.0,78.0,160.0,125.0,113.0,3884.0,2022-11-15 17:59:01.069,0.61.0,59.0,101.0,29,True,,memory_profiler,conda-forge/memory_profiler,,219.0,,https://pypi.org/project/memory_profiler,710885.0,714808.0,https://anaconda.org/conda-forge/memory_profiler,2022-11-16 08:09:24.242,329548.0,2.0,2022-11-15 17:59:01.069,219.0,,,,,,,,,,,,,,,
+99,pex,pantsbuild/pex,packaging,"A tool for generating .pex (Python EXecutable) files, lock files and venvs.",,https://github.com/pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2023-05-13 17:14:32.000,2023-05-13 17:12:47,1333.0,41.0,234.0,55.0,1108.0,147.0,883.0,2322.0,2023-05-13 17:15:35.000,2.1.137,100.0,113.0,29,True,,pex,,,,,https://pypi.org/project/pex,750087.0,872446.0,,,,2.0,,,3058989.0,,,,,,,,,,,,,,
+100,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2023-05-15 01:17:30.000,2023-05-01 11:28:11,909.0,25.0,167.0,27.0,223.0,17.0,304.0,1541.0,,,,44.0,29,True,,pdoc,,,1801.0,1801.0,https://pypi.org/project/pdoc,99833.0,99833.0,,,,2.0,,,,,,,,,,,,,,,,,
+101,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,https://github.com/getlogbook/logbook,,2010-07-22 10:13:12.000,2022-10-28 10:53:26.838,2019-10-16 17:48:40,1195.0,,152.0,35.0,151.0,49.0,126.0,1437.0,2016-07-28 10:37:00.000,1.0.0,2.0,76.0,29,False,,logbook,conda-forge/logbook,,4461.0,4461.0,https://pypi.org/project/logbook,2705481.0,2708099.0,https://anaconda.org/conda-forge/logbook,2022-10-28 10:53:26.838,130756.0,3.0,,,297.0,,,,,,,,,,,,,,
+102,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,,2013-06-25 21:09:27.000,2023-05-03 14:12:17.000,2023-04-10 11:51:09,424.0,14.0,69.0,17.0,159.0,22.0,90.0,1074.0,2023-04-10 11:18:29.000,0.9.7,8.0,48.0,29,False,,pytest-sugar,conda-forge/pytest-sugar,['pytest'],22212.0,22212.0,https://pypi.org/project/pytest-sugar,881107.0,883826.0,https://anaconda.org/conda-forge/pytest-sugar,2023-04-10 13:13:03.642,187307.0,2.0,,,5.0,,,,,,,,,,,,,,
+103,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 17:57:21.000,2023-02-08 04:25:59.000,2022-08-29 14:53:21,230.0,,84.0,12.0,46.0,3.0,73.0,803.0,2022-08-29 14:53:13.855,6.7.0,66.0,30.0,29,True,,colorlog,conda-forge/colorlog,,27830.0,25218.0,https://pypi.org/project/colorlog,6375862.0,6393222.0,https://anaconda.org/conda-forge/colorlog,2022-10-26 21:11:56.658,1475676.0,3.0,2022-08-29 14:53:13.855,2612.0,,,,,,,,,,,,,,,
+104,buildout,buildout/buildout,build-tools,Buildout is a deployment automation tool written in and extended with Python.,,https://github.com/buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2023-03-15 15:29:58.000,2022-11-08 15:07:52,1711.0,,172.0,55.0,274.0,134.0,229.0,561.0,2022-11-08 15:13:17.367,3.0.1,123.0,92.0,29,False,,zc.buildout,conda-forge/zc.buildout,,1064.0,,https://pypi.org/project/zc.buildout,73642.0,74905.0,https://anaconda.org/conda-forge/zc.buildout,2022-03-31 09:12:41.632,25275.0,3.0,2022-11-08 15:13:17.367,1064.0,,,,,,,,,,,,,,,
+105,pylint-django,PyCQA/pylint-django,linters,Pylint plugin for improving code analysis for when using Django.,,https://github.com/PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2023-05-15 04:10:34.000,2023-05-15 04:10:28,628.0,5.0,116.0,17.0,182.0,60.0,164.0,557.0,2022-03-26 22:16:11.000,2.5.3,54.0,68.0,29,True,,pylint-django,conda-forge/pylint-django,['pylint'],27145.0,25972.0,https://pypi.org/project/pylint-django,1031599.0,1033415.0,https://anaconda.org/conda-forge/pylint-django,2022-04-07 12:02:14.331,146719.0,2.0,2022-03-25 16:09:23.000,1173.0,232.0,,,,,,,,,,,,,,
+106,coveralls-python,TheKevJames/coveralls-python,testing,Show coverage stats online via coveralls.io.,,https://github.com/TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2023-05-09 03:45:03.000,2023-05-03 14:19:26,474.0,1.0,184.0,8.0,225.0,14.0,146.0,520.0,2021-11-11 20:59:17.000,3.3.1,28.0,64.0,29,True,,coveralls,conda-forge/coveralls,['pytest'],31341.0,31341.0,https://pypi.org/project/coveralls,470110.0,482234.0,https://anaconda.org/conda-forge/coveralls,2022-08-03 01:11:21.846,921442.0,2.0,,,,,,,,,,,,,,,,,
+107,xonsh,xonsh/xonsh,shell,"Python-powered, cross-platform, Unix-gazing shell.",,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,,2015-01-21 22:05:27.000,2023-05-23 07:12:47.000,2023-05-23 07:12:47,10433.0,30.0,580.0,102.0,2554.0,252.0,2178.0,7037.0,2023-05-19 13:34:12.000,0.14.0,98.0,312.0,28,False,,xonsh,,,,,https://pypi.org/project/xonsh,8118.0,8205.0,,,,1.0,,,8615.0,,,,,,,,,,,,,,
+108,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 23:32:13.000,2023-04-24 08:06:16.000,2023-01-21 22:38:30,6697.0,,198.0,59.0,123.0,309.0,231.0,4742.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,28,True,,pyoxidizer,,,152.0,148.0,https://pypi.org/project/pyoxidizer,6162.0,6376.0,,,,3.0,2023-01-02 16:18:55.910,4.0,8598.0,,,,,,,,,,,,,,
+109,mamba,mamba-org/mamba,dependency-managers,The Fast Cross-Platform Package Manager.,,https://github.com/mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2023-05-25 13:58:41.000,2023-05-25 08:16:56,2457.0,105.0,273.0,47.0,1220.0,514.0,851.0,4700.0,2023-05-16 21:07:08.000,2023.05.16,105.0,124.0,28,True,,,conda-forge/mamba,,,,,,149939.0,https://anaconda.org/conda-forge/mamba,2023-04-06 15:21:25.785,7496964.0,3.0,,,,,,,,,,,,,,,,,
+110,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,,1356.0,106.0,3152.0,835.0,2373.0,3471.0,2017-05-30 10:07:57.000,0.11.1,730.0,483.0,28,False,,coala-bears,,,121.0,12.0,https://pypi.org/project/coala-bears,3550.0,3551.0,,,,2.0,2017-11-10 21:04:50.000,109.0,166.0,,,,,,,,,,,,,,
+111,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2023-05-07 04:19:19.000,2023-02-27 07:59:09,717.0,1.0,119.0,22.0,136.0,15.0,162.0,2528.0,2023-01-08 21:24:44.000,2.7,12.0,35.0,28,True,,vulture,conda-forge/vulture,,3775.0,3775.0,https://pypi.org/project/vulture,390504.0,391361.0,https://anaconda.org/conda-forge/vulture,2023-01-09 08:50:44.861,69484.0,2.0,,,,,,,,,,,,,,,,,
+112,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2023-05-17 13:51:51.000,2022-07-14 07:40:12,517.0,,97.0,32.0,361.0,33.0,66.0,2446.0,2021-08-23 20:42:56.000,1.3.0,6.0,19.0,28,True,,notifiers,conda-forge/notifiers,,946.0,946.0,https://pypi.org/project/notifiers,594655.0,595764.0,https://anaconda.org/conda-forge/notifiers,2022-09-07 07:53:17.789,32180.0,3.0,,,,,,,,,,,,,,,,,
+113,pytest-asyncio,pytest-dev/pytest-asyncio,testing,Asyncio support for pytest.,,https://github.com/pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2023-05-15 18:58:28.000,2023-05-09 15:46:22,418.0,34.0,117.0,37.0,307.0,25.0,212.0,1145.0,2023-03-19 10:27:27.000,0.21.0,20.0,41.0,28,True,,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],,,https://pypi.org/project/pytest-asyncio,6370203.0,6392857.0,https://anaconda.org/conda-forge/pytest-asyncio,2023-03-19 13:23:50.028,1630742.0,3.0,,,91.0,,,,,,,,,,,,,,
+114,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 20:46:30.000,2023-05-24 08:01:48.000,2023-05-23 15:33:39,708.0,5.0,63.0,13.0,66.0,19.0,50.0,1132.0,2022-10-31 08:14:02.000,1.4.0,12.0,28.0,28,True,,yappi,conda-forge/yappi,,939.0,939.0,https://pypi.org/project/yappi,1276657.0,1278774.0,https://anaconda.org/conda-forge/yappi,2022-11-02 18:35:11.317,150363.0,3.0,,,,,,,,,,,,,,,,,
+115,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 18:52:25.000,2023-05-17 21:27:39.000,2023-02-28 20:05:14,1758.0,2.0,179.0,19.0,352.0,160.0,395.0,675.0,2023-03-31 19:07:42.000,4.35.0,42.0,107.0,28,False,breathe-doc/breathe,breathe,conda-forge/breathe,,9783.0,9783.0,https://pypi.org/project/breathe,345162.0,351155.0,https://anaconda.org/conda-forge/breathe,2023-03-01 13:19:31.767,471888.0,2.0,,,509.0,,,,,,,,,,,,,,
+116,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 18:57:12.000,2023-04-25 13:29:34.000,2021-06-11 10:22:09,273.0,,41.0,9.0,36.0,30.0,51.0,505.0,,,7.0,15.0,28,False,,coloredlogs,anaconda/coloredlogs,,21840.0,21840.0,https://pypi.org/project/coloredlogs,5772228.0,5772370.0,https://anaconda.org/anaconda/coloredlogs,2023-03-17 13:09:02.979,9670.0,3.0,,,,,,,,,,,,,,,,,
+117,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 14:11:21.000,2022-12-08 14:26:52.000,2021-10-18 03:34:23,504.0,,41.0,6.0,61.0,71.0,95.0,476.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,28,False,,darglint,conda-forge/darglint,,18640.0,18519.0,https://pypi.org/project/darglint,484539.0,485980.0,https://anaconda.org/conda-forge/darglint,2021-11-05 17:11:34.449,63413.0,2.0,2021-10-18 03:40:35.000,121.0,,,,,,,,,,,,,,,
+118,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 18:32:52.000,2023-05-06 20:04:57.000,2023-05-06 20:04:56,258.0,2.0,131.0,15.0,123.0,17.0,78.0,451.0,2022-12-19 20:46:55.580,0.13.3,27.0,35.0,28,False,,pep8-naming,conda-forge/pep8-naming,,49506.0,47633.0,https://pypi.org/project/pep8-naming,1773592.0,1777099.0,https://anaconda.org/conda-forge/pep8-naming,2022-12-20 00:48:27.815,305132.0,2.0,2022-12-19 20:46:55.580,1873.0,,,,,,,,,,,,,,,
+119,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2023-05-23 01:42:28.000,2023-05-23 01:32:41,560.0,39.0,50.0,11.0,105.0,14.0,102.0,407.0,2023-05-19 22:22:15.000,1.7.1,11.0,26.0,28,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,,2848.0,2848.0,https://pypi.org/project/docformatter,351547.0,353583.0,https://anaconda.org/conda-forge/docformatter,2023-05-20 04:44:20.878,65171.0,3.0,,,,,,,,,,,,,,,,,
+120,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 14:40:55.000,2023-04-20 14:31:29.000,2023-04-20 14:31:29,255.0,2.0,26.0,16.0,31.0,4.0,5.0,395.0,2023-01-16 06:55:01.507,1.1.1,40.0,12.0,28,True,explosion/wasabi,wasabi,conda-forge/wasabi,,29111.0,28803.0,https://pypi.org/project/wasabi,4114242.0,4135347.0,https://anaconda.org/conda-forge/wasabi,2023-01-23 10:44:50.730,1076390.0,3.0,2023-01-16 06:55:01.507,308.0,,,,,,,,,,,,,,,
+121,nitpick,andreoliwa/nitpick,linters,Enforce the same settings on multiple projects.,,https://github.com/andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2023-05-24 21:42:23.000,2023-05-24 21:42:02,785.0,81.0,22.0,4.0,468.0,45.0,78.0,345.0,2023-03-29 18:53:41.000,0.33.1,50.0,15.0,28,True,,nitpick,,['flake8'],1237.0,1237.0,https://pypi.org/project/nitpick,92705.0,92705.0,,,,2.0,,,4.0,,,,,,,,,,,,,,
+122,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 08:22:26.000,2023-05-19 08:53:18.000,2022-12-27 17:54:48,436.0,,27.0,11.0,39.0,14.0,18.0,243.0,2020-12-27 11:10:13.000,0.5.4,18.0,9.0,28,True,,executing,conda-forge/executing,,75988.0,75988.0,https://pypi.org/project/executing,10317337.0,10491603.0,https://anaconda.org/conda-forge/executing,2022-11-01 15:44:50.965,7144935.0,1.0,,,,,,,,,,,,,,,,,
+123,hacking,openstack/hacking,linters,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,,https://github.com/openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2023-05-11 13:21:06.000,2023-04-25 14:50:41,1065.0,1.0,66.0,33.0,7.0,,,227.0,2023-04-27 15:17:02.669,6.0.1,40.0,186.0,28,True,,hacking,,['flake8'],4397.0,,https://pypi.org/project/hacking,77828.0,77828.0,,,,2.0,2022-10-06 09:48:04.927,4397.0,,,,,,,9.0,,,,,,,,
+124,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 14:39:23.000,2023-05-09 08:32:48.000,2023-05-08 06:33:29,274.0,15.0,33.0,8.0,97.0,10.0,52.0,225.0,2022-12-18 18:49:02.248,0.10.3,23.0,16.0,28,True,realpython/pytest-mypy,pytest-mypy,conda-forge/pytest-mypy,['pytest'],3996.0,3517.0,https://pypi.org/project/pytest-mypy,245691.0,247379.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,65839.0,3.0,2022-12-18 18:49:02.248,479.0,,,,,,,,,,,,,,,
+125,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 17:41:25.000,2022-03-06 14:22:47.000,2022-03-06 14:20:17,408.0,,369.0,153.0,69.0,72.0,227.0,9369.0,2021-12-22 19:23:21.000,1.0.68,53.0,35.0,27,False,,bpytop,conda-forge/bpytop,,118.0,117.0,https://pypi.org/project/bpytop,5766.0,6208.0,https://anaconda.org/conda-forge/bpytop,2021-12-22 23:07:43.371,11959.0,3.0,2021-12-22 19:23:21.000,1.0,,,,,,,,,,,,,,,
+126,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 20:49:52.000,2023-05-22 05:46:31.886,2023-05-21 15:35:56,739.0,20.0,315.0,81.0,380.0,116.0,207.0,2208.0,2023-05-21 15:37:18.000,8.1.0,12.0,129.0,27,True,,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],,,https://pypi.org/project/pytest-testinfra,234293.0,234673.0,https://anaconda.org/conda-forge/pytest-testinfra,2023-05-22 05:46:31.886,10656.0,3.0,,,,,,,,,,,,,,,,,
+127,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 13:22:56.000,2023-04-05 10:48:47.000,2023-02-26 17:29:13,584.0,7.0,124.0,30.0,303.0,50.0,115.0,1495.0,2022-12-08 19:08:48.000,2.3.5,18.0,41.0,27,True,,safety,conda-forge/safety,,16.0,16.0,https://pypi.org/project/safety,1009834.0,1019865.0,https://anaconda.org/conda-forge/safety,2022-12-09 10:33:04.329,64160.0,3.0,,,330431.0,,,,,,,,,,,,,,
+128,pytest-xdist,pytest-dev/pytest-xdist,testing,pytest plugin for distributed testing and loop-on-failures testing modes.,,https://github.com/pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2023-05-19 12:40:06.584,2023-05-19 10:55:03,1094.0,27.0,185.0,48.0,363.0,210.0,322.0,1159.0,,,48.0,90.0,27,True,,pytest-xdist,conda-forge/pytest-xdist,['pytest'],,,https://pypi.org/project/pytest-xdist,8570149.0,8627763.0,https://anaconda.org/conda-forge/pytest-xdist,2023-05-19 12:40:06.584,4724397.0,3.0,,,,,,,,,,,,,,,,,
+129,pytest-benchmark,ionelmc/pytest-benchmark,testing,py.test fixture for benchmarking code.,,https://github.com/ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2023-04-27 00:15:19.000,2023-04-27 00:15:19,1004.0,3.0,100.0,18.0,67.0,86.0,86.0,1084.0,,,5.0,39.0,27,True,,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],6859.0,6859.0,https://pypi.org/project/pytest-benchmark,849908.0,870238.0,https://anaconda.org/conda-forge/pytest-benchmark,2022-10-26 11:10:23.029,1748425.0,3.0,,,,,,,,,,,,,,,,,
+130,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2023-05-16 14:03:19.000,2022-08-08 11:25:05,700.0,,99.0,20.0,97.0,49.0,95.0,994.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,27,True,,pylama,,,6514.0,5857.0,https://pypi.org/project/pylama,181224.0,181224.0,,,,2.0,2022-08-08 11:29:01.059,657.0,,,,,,,,,,,,,,,
+131,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2023-05-04 09:41:23.000,2023-04-24 23:57:41,627.0,8.0,102.0,25.0,152.0,20.0,59.0,707.0,2021-12-12 20:12:19.000,V2.0.3,9.0,42.0,27,False,,pyhamcrest,conda-forge/pyhamcrest,,33813.0,33813.0,https://pypi.org/project/pyhamcrest,1382113.0,1387696.0,https://anaconda.org/conda-forge/pyhamcrest,2022-09-21 07:33:07.620,469051.0,3.0,,,,,,,,,,,,,,,,,
+132,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-..,,https://github.com/tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2023-05-18 07:01:12.000,2023-05-18 07:00:41,354.0,23.0,45.0,16.0,75.0,26.0,118.0,667.0,2023-05-18 07:04:56.000,2.0.8,42.0,23.0,27,True,,pytest-testmon,conda-forge/pytest-testmon,['pytest'],1109.0,1109.0,https://pypi.org/project/pytest-testmon,121187.0,121805.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,38966.0,3.0,,,,,,,,,,,,,,,,,
+133,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2022-11-16 17:18:02.000,2022-08-10 16:41:28,230.0,,110.0,21.0,61.0,8.0,41.0,427.0,2022-08-10 16:45:07.000,1.6.0,22.0,37.0,27,True,,ddt,conda-forge/ddt,,5076.0,5076.0,https://pypi.org/project/ddt,363235.0,364365.0,https://anaconda.org/conda-forge/ddt,2022-09-22 12:35:17.572,83645.0,3.0,,,,,,,,,,,,,,,,,
+134,py2app,ronaldoussoren/py2app,packaging,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,,https://github.com/ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2023-05-08 17:24:10.000,2023-04-16 08:34:06,854.0,2.0,25.0,11.0,24.0,162.0,303.0,250.0,2022-12-28 12:12:07.000,0.28.5,47.0,31.0,27,True,,py2app,,,5251.0,4420.0,https://pypi.org/project/py2app,16362.0,16362.0,,,,3.0,2022-12-27 12:57:01.911,831.0,,,,,,,,,,,,,,,
+135,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 19:25:34.000,2023-05-23 04:58:54.000,2022-12-22 22:55:55,353.0,,91.0,7.0,81.0,7.0,48.0,149.0,,,12.0,37.0,27,True,,flake8-isort,conda-forge/flake8-isort,['flake8'],22328.0,22328.0,https://pypi.org/project/flake8-isort,1058816.0,1059707.0,https://anaconda.org/conda-forge/flake8-isort,2022-12-23 09:25:56.098,38326.0,2.0,,,,,,,,,,,,,,,,,
+136,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 10:39:07.000,2023-05-21 22:20:16.000,2023-04-29 19:35:43,97.0,3.0,28.0,12.0,45.0,3.0,29.0,126.0,,,11.0,10.0,27,True,,gast,conda-forge/gast,,119130.0,119130.0,https://pypi.org/project/gast,13129985.0,13166720.0,https://anaconda.org/conda-forge/gast,2021-11-15 08:20:52.503,2204151.0,2.0,,,,,,,,,,,,,,,,,
+137,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2023-05-25 01:51:56.000,2022-12-04 22:09:17,262.0,,138.0,50.0,42.0,38.0,70.0,6782.0,2022-07-21 09:20:01.329,2.1.3,17.0,21.0,26,True,,icecream,conda-forge/icecream,,125.0,,https://pypi.org/project/icecream,260399.0,261038.0,https://anaconda.org/conda-forge/icecream,2022-07-21 16:51:26.595,15985.0,2.0,2022-07-21 09:20:01.329,125.0,,,,,,,4.0,,,,,,,,
+138,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 08:26:59.000,2023-05-03 11:15:44.000,2023-05-03 09:02:42,975.0,11.0,367.0,41.0,475.0,190.0,380.0,3112.0,,,10.0,126.0,26,True,,factory_boy,conda-forge/factory_boy,,,,https://pypi.org/project/factory_boy,2770311.0,2771865.0,https://anaconda.org/conda-forge/factory_boy,2021-10-26 21:47:41.376,124354.0,3.0,,,,,,,,,,,,,,,,,
+139,detect-secrets,Yelp/detect-secrets,security,An enterprise friendly way of detecting and preventing secrets in code.,,https://github.com/Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000,2023-05-23 02:41:00.000,2023-04-11 16:04:33,1217.0,6.0,360.0,49.0,408.0,121.0,198.0,3058.0,2022-10-05 17:13:10.000,1.4.0,8.0,71.0,26,True,,detect-secrets,,,,,https://pypi.org/project/detect-secrets,418560.0,418560.0,,,,3.0,,,,,,,,,,,,,,,,,
+140,Diamond,python-diamond/Diamond,profiling,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,,https://github.com/python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2023-02-22 17:27:24.000,2023-01-29 19:46:36,3335.0,,563.0,90.0,533.0,66.0,170.0,1709.0,,,,385.0,26,True,,diamond,,,140.0,140.0,https://pypi.org/project/diamond,16033.0,16033.0,,,,3.0,,,,,,,,,,,,,,,,,
+141,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 13:42:16.000,2023-02-08 01:23:10.000,2022-07-14 18:31:38,706.0,,60.0,19.0,316.0,91.0,125.0,1093.0,2021-07-09 22:22:20.000,0.10.3,26.0,41.0,26,True,,pdbpp,conda-forge/pdbpp,,5490.0,4793.0,https://pypi.org/project/pdbpp,240626.0,242023.0,https://anaconda.org/conda-forge/pdbpp,2021-07-11 15:21:48.419,96397.0,2.0,2021-07-09 22:22:20.000,697.0,,,,,,,,,,,,,,,
+142,wily,tonybaloney/wily,code-metrics,"A Python application for tracking, reporting on timing and complexity in Python code.",,https://github.com/tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2023-03-13 06:57:40.000,2023-03-13 01:30:13,821.0,12.0,56.0,26.0,88.0,30.0,60.0,1069.0,2023-02-22 04:00:16.000,1.24.1,50.0,23.0,26,True,,wily,,,189.0,179.0,https://pypi.org/project/wily,10885.0,10885.0,,,,3.0,2022-10-20 05:13:01.074,10.0,,,,,,,,,,,,,,,
+143,interrogate,econchick/interrogate,documentation,Explain yourself! Interrogate a codebase for docstring coverage.,,https://github.com/econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2023-03-19 22:56:32.000,2022-07-29 16:12:10,178.0,,36.0,5.0,102.0,23.0,27.0,481.0,2021-09-10 23:05:20.000,1.5.0,14.0,12.0,26,True,,interrogate,,,4533.0,4355.0,https://pypi.org/project/interrogate,78633.0,78633.0,,,,2.0,2021-09-10 23:05:20.000,178.0,,,,,,,,,,,,,,,
+144,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 17:09:56.000,2023-02-09 10:55:49.000,2023-02-09 08:53:43,295.0,,58.0,19.0,59.0,21.0,53.0,464.0,2022-04-20 19:59:44.000,2021.03.14,15.0,24.0,26,True,,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],20876.0,18008.0,https://pypi.org/project/sphinx-autobuild,403440.0,405889.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297,178804.0,2.0,2021-03-14 13:46:47.000,2868.0,,,,,,,,,,,,,,,
+145,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 21:09:24.000,2023-05-08 18:43:02.000,2023-05-08 18:35:17,91.0,19.0,28.0,7.0,16.0,11.0,47.0,327.0,2023-05-08 18:47:19.000,2.9.1,23.0,6.0,26,True,,mkdocs-awesome-pages-plugin,,['mkdocs'],2610.0,2610.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,99998.0,99998.0,,,,2.0,,,,,,,,,,,,,,,,,
+146,flake8-eradicate,wemake-services/flake8-eradicate,linters,Flake8 plugin to find commented out or dead code.,,https://github.com/wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2023-05-02 21:10:36.000,2022-12-27 20:44:55,370.0,,14.0,5.0,255.0,8.0,30.0,302.0,2022-09-20 20:06:30.000,1.4.0,15.0,15.0,26,True,,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],16332.0,16332.0,https://pypi.org/project/flake8-eradicate,523837.0,524181.0,https://anaconda.org/conda-forge/flake8-eradicate,2022-09-26 17:26:04.280,8602.0,3.0,,,,,,,,,,,,,,,,,
+147,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2023-03-15 17:25:55.000,2023-03-14 19:01:25,547.0,2.0,137.0,34.0,265.0,65.0,127.0,243.0,2022-10-08 14:08:14.000,1.5.0,14.0,76.0,26,False,,numpydoc,conda-forge/numpydoc,['sphinx'],38541.0,38541.0,https://pypi.org/project/numpydoc,375747.0,400018.0,https://anaconda.org/conda-forge/numpydoc,2022-10-09 00:00:11.878,1844607.0,2.0,,,,,,,,,,,,,,,,,
+148,releases,bitprophet/releases,documentation,A powerful Sphinx changelog-generating extension.,,https://github.com/bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2023-04-28 19:12:20.000,2023-04-28 19:12:18,591.0,10.0,40.0,5.0,27.0,28.0,46.0,170.0,2023-04-28 19:14:01.551,2.1.1,37.0,10.0,26,True,,releases,conda-forge/sphinx-releases,['sphinx'],938.0,567.0,https://pypi.org/project/releases,12181.0,12989.0,https://anaconda.org/conda-forge/sphinx-releases,2021-10-19 17:29:57.242,48538.0,2.0,2023-01-02 18:25:53.338,371.0,,,,,,,,,,,,,,,
+149,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 21:49:44.000,2023-05-24 12:22:15.331,2023-05-24 10:01:01,597.0,65.0,27.0,4.0,33.0,30.0,100.0,167.0,,,33.0,19.0,26,True,,griffe,conda-forge/griffe,,2086.0,2086.0,https://pypi.org/project/griffe,422932.0,431725.0,https://anaconda.org/conda-forge/griffe,2023-05-24 12:22:15.331,123110.0,2.0,,,,,,,,,,,,,,,,,
+150,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 00:05:08.000,2022-12-20 11:05:53.269,2022-12-19 16:44:44,108.0,,31.0,4.0,65.0,5.0,43.0,166.0,,,15.0,32.0,26,True,,flake8-quotes,conda-forge/flake8-quotes,['flake8'],18434.0,18434.0,https://pypi.org/project/flake8-quotes,788413.0,796887.0,https://anaconda.org/conda-forge/flake8-quotes,2022-12-20 11:05:53.269,677995.0,3.0,,,,,,,,,,,,,,,,,
+151,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 22:10:33.000,2023-05-07 11:32:06.000,2023-05-07 11:32:06,501.0,28.0,36.0,11.0,56.0,5.0,58.0,152.0,2023-02-11 21:55:09.000,0.9.29,29.0,24.0,26,True,,asteval,conda-forge/asteval,,173.0,,https://pypi.org/project/asteval,192572.0,196152.0,https://anaconda.org/conda-forge/asteval,2023-02-24 20:47:30.194,282874.0,2.0,2022-11-07 21:57:22.231,173.0,,,,,,,,,,,,,,,
+152,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,,204.0,71.0,56.0,30.0,46.0,4372.0,2021-01-29 16:48:55.000,0.3.3,16.0,17.0,25,True,,better-exceptions,,,84.0,,https://pypi.org/project/better-exceptions,111479.0,111479.0,,,,3.0,2021-01-29 16:48:55.000,84.0,,,,,,,,,,,,,,,
+153,pytype,google/pytype,type-checkers,A static type analyzer for Python code.,,https://github.com/google/pytype,https://github.com/google/pytype,,2015-03-18 20:52:08.000,2023-05-25 03:45:31.641,2023-05-24 22:23:43,6004.0,168.0,254.0,56.0,817.0,120.0,494.0,4225.0,,,69.0,93.0,25,False,,pytype,conda-forge/pytype,,,,https://pypi.org/project/pytype,233047.0,237480.0,https://anaconda.org/conda-forge/pytype,2023-05-25 03:45:31.641,159600.0,3.0,,,,,,,,,-7.0,,,,,,,,
+154,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,,615.0,155.0,35.0,166.0,119.0,1908.0,2017-02-20 12:00:41.000,0.2.7,1.0,13.0,25,False,,uiautomator,,,244.0,244.0,https://pypi.org/project/uiautomator,34433.0,34433.0,,,,3.0,,,,,,,,,,,,,,,,,
+155,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,,118.0,25.0,221.0,107.0,161.0,1758.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,25,False,,dephell,,,832.0,816.0,https://pypi.org/project/dephell,3074.0,3078.0,,,,3.0,2020-04-28 06:29:24.000,16.0,215.0,,,,,,,,,,,,,,
+156,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 23:35:16.000,2022-12-07 18:15:43.000,2022-07-24 14:45:54,478.0,,84.0,10.0,59.0,57.0,53.0,1045.0,2021-12-22 16:55:15.000,1.0.1,17.0,29.0,25,True,,pympler,conda-forge/pympler,,335.0,,https://pypi.org/project/pympler,1943293.0,1947609.0,https://anaconda.org/conda-forge/pympler,2022-07-24 00:00:16.620,319398.0,3.0,2021-12-22 16:55:15.000,335.0,,,,,,,,,,,,,,,
+157,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 02:32:40.000,2022-12-21 03:55:00.000,2022-12-21 03:55:00,575.0,,135.0,8.0,114.0,105.0,201.0,967.0,2019-01-24 16:15:02.000,0.3.11,5.0,58.0,25,True,,pdoc3,anaconda/pdoc3,,3260.0,3260.0,https://pypi.org/project/pdoc3,248300.0,248328.0,https://anaconda.org/anaconda/pdoc3,2020-11-30 22:53:50.187,1193.0,3.0,,,,,,,,,,,,,,,,,
+158,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 15:27:20.000,2023-05-02 14:07:31.000,2023-05-02 14:06:24,564.0,1.0,37.0,6.0,69.0,18.0,76.0,279.0,,,43.0,22.0,25,True,,check-manifest,conda-forge/check-manifest,,12534.0,9195.0,https://pypi.org/project/check-manifest,213811.0,215487.0,https://anaconda.org/conda-forge/check-manifest,2022-12-05 13:13:18.863,88858.0,3.0,2022-12-05 08:17:08.785,3339.0,,,,,,,,,,,,,,,
+159,astunparse,simonpercivall/astunparse,ast,An AST unparser for Python.,,https://github.com/simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,,2014-03-31 15:34:54.000,2023-04-20 07:24:40.000,2019-12-22 18:11:19,86.0,,45.0,8.0,33.0,13.0,21.0,196.0,,,4.0,10.0,25,False,,astunparse,conda-forge/astunparse,,75189.0,75189.0,https://pypi.org/project/astunparse,7858625.0,7880649.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,1563716.0,3.0,,,,,,,,,,,,,,,,,
+160,data-science-types,predictive-analytics-lab/data-science-types,linters,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",,https://github.com/wearepal/data-science-types,https://github.com/wearepal/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2021-02-16 21:31:02.632,2021-02-16 17:29:00,446.0,,53.0,9.0,171.0,33.0,23.0,195.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,25,False,wearepal/data-science-types,data-science-types,conda-forge/data-science-types,,976.0,976.0,https://pypi.org/project/data-science-types,84478.0,84758.0,https://anaconda.org/conda-forge/data-science-types,2021-02-16 21:31:02.632,8139.0,3.0,,,,,,,,,,,,,,,,,
+161,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/wemake-services/eradicate,https://github.com/wemake-services/eradicate,Saxpath,2012-12-23 04:39:48.000,2023-03-03 08:37:32.000,2023-03-02 07:12:43,177.0,2.0,23.0,5.0,22.0,8.0,16.0,182.0,2023-03-01 08:39:00.953,2.2.0,18.0,13.0,25,False,wemake-services/eradicate,eradicate,conda-forge/eradicate,,13628.0,13533.0,https://pypi.org/project/eradicate,558619.0,558863.0,https://anaconda.org/conda-forge/eradicate,2022-04-13 14:13:20.049,6121.0,2.0,2022-04-06 09:47:11.000,95.0,,,,,,,,,,,,,,,
+162,PySnooper,cool-RR/PySnooper,debugging,Never use print for debugging again.,,https://github.com/cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2023-04-16 03:54:42.000,2023-04-12 09:10:26,308.0,1.0,925.0,234.0,114.0,23.0,100.0,15869.0,,,23.0,27.0,24,True,,pysnooper,conda-forge/pysnooper,,,,https://pypi.org/project/pysnooper,283097.0,284421.0,https://anaconda.org/conda-forge/pysnooper,2022-04-04 02:05:04.609,63574.0,3.0,,,,,,,,,,,,,,,,,
+163,pyupgrade,asottile/pyupgrade,refactoring,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,,https://github.com/asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2023-05-16 14:50:22.000,2023-05-16 14:50:21,1038.0,18.0,145.0,38.0,456.0,13.0,357.0,2651.0,,,112.0,34.0,24,True,,pyupgrade,conda-forge/pyupgrade,,,,https://pypi.org/project/pyupgrade,383057.0,393426.0,https://anaconda.org/conda-forge/pyupgrade,2023-05-06 23:44:39.754,539215.0,2.0,,,,,,,,,,,,,,,,,
+164,beartype,beartype/beartype,linters,Unbearably fast near-real-time runtime type-checking in pure Python.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2023-05-24 07:27:08.000,2023-05-24 07:13:48,933.0,78.0,33.0,12.0,39.0,47.0,140.0,1823.0,2023-05-02 04:55:53.000,0.14.0,25.0,16.0,24,True,,beartype,conda-forge/beartype,,,,https://pypi.org/project/beartype,223808.0,225153.0,https://anaconda.org/conda-forge/beartype,2023-05-02 07:37:54.210,47089.0,3.0,,,,,,,,,,,,,,,,,
+165,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2023-02-20 18:24:13.000,2023-02-20 18:24:13,204.0,,35.0,8.0,34.0,6.0,21.0,1244.0,2022-11-24 20:29:05.000,0.2.10,7.0,7.0,24,True,,stackprinter,conda-forge/stackprinter,,260.0,260.0,https://pypi.org/project/stackprinter,419268.0,419381.0,https://anaconda.org/conda-forge/stackprinter,2020-10-31 17:18:37.537,5315.0,3.0,,,,,,,,,,,,,,,,,
+166,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 18:03:16.000,2023-04-26 13:55:11.805,2023-04-26 09:11:54,1074.0,19.0,42.0,15.0,21.0,40.0,54.0,733.0,2023-04-26 10:15:04.184,3.6.1,53.0,9.0,24,True,,hunter,conda-forge/hunter,,160.0,138.0,https://pypi.org/project/hunter,12855.0,14603.0,https://anaconda.org/conda-forge/hunter,2023-04-26 13:55:11.805,38459.0,3.0,2022-09-27 22:33:15.252,22.0,,,,,,,,,,,,,,,
+167,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 21:55:05.000,2023-05-12 08:59:28.000,2023-03-13 20:38:27,472.0,1.0,75.0,19.0,416.0,10.0,106.0,570.0,2022-10-20 06:20:02.477,3.4.0,40.0,36.0,24,True,nipunn1313/mypy-protobuf,mypy-protobuf,conda-forge/mypy-protobuf,,87.0,,https://pypi.org/project/mypy-protobuf,1117939.0,1121119.0,https://anaconda.org/conda-forge/mypy-protobuf,2022-08-24 19:50:22.562,95411.0,3.0,2022-10-20 06:20:02.477,87.0,,,,,,,,,,,,,,,
+168,Mamba Test Runner,nestorsalceda/mamba,testing,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,,https://github.com/nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2022-12-08 10:54:50.000,2020-11-16 12:31:58,468.0,,63.0,22.0,85.0,28.0,52.0,506.0,2020-11-16 12:36:24.000,0.11.2,7.0,23.0,24,False,,mamba,,,778.0,778.0,https://pypi.org/project/mamba,11706.0,11706.0,,,,3.0,,,,,,,,,,,,,,,,,
+169,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2023-05-24 15:23:12.449,2023-05-12 09:44:12,1093.0,13.0,162.0,32.0,362.0,42.0,279.0,408.0,2023-05-23 23:26:10.000,3.4.3,41.0,67.0,24,True,,,constructor,,14.0,14.0,,,79.0,https://anaconda.org/anaconda/constructor,2023-05-24 15:23:12.449,6447.0,3.0,,,252.0,,,,,,,,,,,,,,
+170,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 00:26:51.000,2023-05-23 04:58:41.000,2022-12-22 23:43:03,285.0,,21.0,3.0,58.0,1.0,42.0,103.0,,,19.0,17.0,24,True,,flake8-builtins,conda-forge/flake8-builtins,['flake8'],9013.0,9013.0,https://pypi.org/project/flake8-builtins,619218.0,621820.0,https://anaconda.org/conda-forge/flake8-builtins,2022-12-23 19:26:57.671,202964.0,3.0,,,,,,,,,,,,,,,,,
+171,xxh,xxh/xxh,shell,Bring your favorite shell wherever you go through the ssh.,,https://github.com/xxh/xxh,https://github.com/xxh/xxh,BSD-2-Clause,2019-11-03 12:04:13.000,2023-05-25 09:46:22.000,2023-05-25 09:46:22,760.0,5.0,88.0,43.0,52.0,19.0,58.0,4394.0,2022-09-29 10:18:30.000,0.8.12,89.0,23.0,23,True,,xxh-xxh,,,74.0,74.0,https://pypi.org/project/xxh-xxh,243.0,281.0,,,,3.0,,,1504.0,,,,,,,,,,,,,,
+172,shiv,linkedin/shiv,packaging,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",,https://github.com/linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2022-11-04 03:21:51.000,2022-11-04 03:21:51,205.0,,83.0,27.0,113.0,41.0,76.0,1596.0,2022-11-02 23:26:19.000,1.0.3,60.0,39.0,23,True,,shiv,,,13.0,,https://pypi.org/project/shiv,20870.0,20880.0,,,,3.0,2022-11-02 23:25:32.717,13.0,476.0,,,,,,,,,,,,,,
+173,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 11:38:06.000,2023-02-25 17:42:34.000,2023-02-25 17:42:34,1421.0,2.0,238.0,94.0,381.0,83.0,419.0,1535.0,2022-11-04 02:55:01.000,0.13.8,9.0,39.0,23,True,,pybuilder,conda-forge/pybuilder,,,,https://pypi.org/project/pybuilder,19045.0,19903.0,https://anaconda.org/conda-forge/pybuilder,2023-02-22 05:27:45.894,43758.0,3.0,,,,,,,,,,,,,,,,,
+174,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,,45.0,23.0,55.0,63.0,72.0,1271.0,2021-07-02 13:17:04.000,0.3.1,26.0,28.0,23,False,,pyflow,,,43.0,42.0,https://pypi.org/project/pyflow,194.0,317.0,,,,3.0,2021-07-02 13:17:04.000,1.0,5543.0,,,,,,,,,,,,,,
+175,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2022-11-04 09:45:28.000,2022-04-21 14:15:55,556.0,,118.0,32.0,90.0,29.0,143.0,841.0,2020-07-03 08:11:24.000,2.5.1,22.0,30.0,23,False,,pynsist,,,241.0,192.0,https://pypi.org/project/pynsist,1588.0,1588.0,,,,3.0,2022-03-21 11:44:22.000,49.0,,,,,,,,,,,,,,,
+176,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 02:08:20.000,2022-11-03 15:48:18.639,2019-06-15 20:36:43,183.0,,56.0,11.0,49.0,41.0,42.0,692.0,,,1.0,16.0,23,False,,pytest-watch,conda-forge/pytest-watch,['pytest'],8012.0,8012.0,https://pypi.org/project/pytest-watch,391352.0,392702.0,https://anaconda.org/conda-forge/pytest-watch,2022-11-03 15:48:18.639,86405.0,3.0,,,,,,,,,,,,,,,,,
+177,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/PyCQA/redbaron,https://github.com/PyCQA/redbaron,,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000,2021-12-09 03:12:36,1672.0,,72.0,26.0,106.0,66.0,47.0,663.0,2019-03-17 19:03:54.000,0.9.2,6.0,34.0,23,False,,redbaron,,,542.0,542.0,https://pypi.org/project/redbaron,37993.0,37993.0,,,,2.0,,,,,,,,,,,,,,,,,
+178,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2023-05-24 13:32:07.000,2023-01-27 11:02:15,1077.0,,81.0,19.0,33.0,13.0,132.0,593.0,2022-11-05 16:32:25.000,0.13.0.0,25.0,17.0,23,True,,py2exe,,,1936.0,1759.0,https://pypi.org/project/py2exe,14511.0,14772.0,,,,3.0,2022-11-05 16:36:06.716,177.0,13092.0,,,,,,,,,,,,,,
+179,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,,52.0,13.0,100.0,46.0,30.0,281.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,23,False,,baron,,,341.0,282.0,https://pypi.org/project/baron,38222.0,38222.0,,,,2.0,2021-12-09 03:33:32.000,59.0,,,,,,,,,,,,,,,
+180,flake8-black,peterjc/flake8-black,linters,flake8 plugin to run black for checking Python coding style.,,https://github.com/peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2023-04-03 20:28:50.813,2023-04-03 19:55:36,164.0,1.0,11.0,2.0,49.0,6.0,23.0,157.0,,,12.0,10.0,23,True,,flake8-black,conda-forge/flake8-black,['flake8'],6772.0,6772.0,https://pypi.org/project/flake8-black,840068.0,849338.0,https://anaconda.org/conda-forge/flake8-black,2023-04-03 20:28:50.813,435695.0,3.0,,,,,,,,,,,,,,,,,
+181,pytkdocs,mkdocstrings/pytkdocs,documentation,Load Python objects documentation.,,https://github.com/mkdocstrings/pytkdocs,https://github.com/mkdocstrings/pytkdocs,ISC,2020-02-04 21:18:34.000,2022-03-30 17:22:48.000,2022-03-07 18:48:36,240.0,,34.0,2.0,45.0,18.0,80.0,48.0,2022-03-07 18:48:43.000,0.16.1,26.0,23.0,23,False,,pytkdocs,conda-forge/pytkdocs,,1254.0,1232.0,https://pypi.org/project/pytkdocs,101800.0,104494.0,https://anaconda.org/conda-forge/pytkdocs,2022-03-08 15:08:30.099,83521.0,3.0,2022-03-07 18:48:43.000,22.0,,,,,,,,,,,,,,,
+182,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,,2017-05-29 17:11:25.872,2023-04-11 12:34:02.647,2022-02-16 05:16:40,168.0,,375.0,78.0,41.0,14.0,38.0,4019.0,2018-12-04 10:11:53.000,2.0.0,43.0,16.0,22,False,,rebound,conda-forge/rebound,,24.0,24.0,https://pypi.org/project/rebound,6437.0,10306.0,https://anaconda.org/conda-forge/rebound,2023-04-11 12:34:02.647,278364.0,3.0,,,223.0,,,,,,,,,,,,,,
+183,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,,154.0,72.0,32.0,26.0,57.0,3913.0,,,19.0,17.0,22,True,,vprof,,,111.0,111.0,https://pypi.org/project/vprof,3294.0,3294.0,,,,3.0,,,,,,,,,,,,,,,,,
+184,pyrasite,lmacken/pyrasite,debugging,Inject code into running Python processes.,,https://github.com/lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2023-03-03 17:07:08.000,2023-03-03 17:07:08,349.0,3.0,197.0,60.0,44.0,40.0,16.0,2678.0,,,,23.0,22,True,,pyrasite,,,48.0,48.0,https://pypi.org/project/pyrasite,25012.0,25012.0,,,,3.0,,,,,,,,,,,,,,,,,
+185,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,,232.0,70.0,116.0,21.0,78.0,2134.0,2018-11-01 16:02:57.000,0.42,1.0,22.0,22,False,,python-taint,,,86.0,86.0,https://pypi.org/project/python-taint,6785.0,6786.0,,,,3.0,,,103.0,,,,,,,,,,,,,,
+186,line_profiler,pyutils/line_profiler,profiling,Line-by-line profiling for Python.,,https://github.com/pyutils/line_profiler,https://github.com/pyutils/line_profiler,,2016-05-26 17:37:38.151,2023-05-22 19:43:22.000,2023-03-06 21:28:54,298.0,8.0,97.0,16.0,130.0,33.0,46.0,1835.0,2023-03-04 00:16:16.000,4.0.3,13.0,39.0,22,False,,line_profiler,conda-forge/line_profiler,,,,https://pypi.org/project/line_profiler,455030.0,459704.0,https://anaconda.org/conda-forge/line_profiler,2023-05-18 20:32:53.270,392650.0,3.0,,,,,,,,,,,,,,,,,
+187,sixpack,sixpack/sixpack,testing,Sixpack is a language-agnostic a/b-testing framework.,,https://github.com/sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2022-08-21 18:43:32.000,2020-08-26 00:32:16,828.0,,185.0,72.0,170.0,68.0,126.0,1748.0,2017-07-24 08:26:03.000,2.5.0,13.0,56.0,22,False,,sixpack,,,10.0,10.0,https://pypi.org/project/sixpack,190.0,190.0,,,,3.0,,,,,,,,,,,,,,,,,
+188,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 18:45:35.000,2022-12-22 20:22:27.544,2022-12-22 13:48:56,431.0,,32.0,19.0,16.0,22.0,28.0,926.0,2022-12-22 13:51:11.775,0.4.3,14.0,22.0,22,True,,snoop,conda-forge/snoop,,22.0,,https://pypi.org/project/snoop,41068.0,41248.0,https://anaconda.org/conda-forge/snoop,2022-12-22 20:22:27.544,3432.0,3.0,2022-12-22 13:51:11.775,22.0,,,,,,,,,,,,,,,
+189,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 07:02:31.000,2022-01-21 18:17:35.000,2019-12-20 19:59:49,222.0,,138.0,16.0,65.0,29.0,28.0,823.0,2018-07-25 01:35:11.000,0.6.0,4.0,36.0,22,False,,pycco,,,297.0,297.0,https://pypi.org/project/pycco,1489.0,1489.0,,,,3.0,,,,,,,,,,,,,,,,,
+190,autoflake,myint/autoflake,refactoring,Removes unused imports and unused variables as reported by pyflakes.,,https://github.com/PyCQA/autoflake,https://github.com/PyCQA/autoflake,MIT,2012-12-27 03:40:17.000,2023-05-25 06:00:38.000,2023-05-24 01:44:01,589.0,25.0,71.0,14.0,156.0,36.0,69.0,765.0,,,14.0,37.0,22,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,,,,https://pypi.org/project/autoflake,1457262.0,1466943.0,https://anaconda.org/conda-forge/autoflake,2022-10-14 07:46:06.339,474408.0,3.0,,,,,,,,,,,,,,,,,
+191,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 20:08:18.000,2023-05-18 17:02:25.000,2023-05-18 17:02:25,1091.0,18.0,75.0,25.0,77.0,5.0,173.0,765.0,,,8.0,39.0,22,True,,green,conda-forge/green,,,,https://pypi.org/project/green,12105.0,13899.0,https://anaconda.org/conda-forge/green,2022-10-30 14:19:59.665,122014.0,3.0,,,,,,,,,,,,,,,,,
+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 15:30:06.000,2023-05-23 15:07:55.000,2023-05-23 15:06:17,123.0,9.0,33.0,10.0,81.0,11.0,38.0,751.0,2023-04-05 18:22:56.000,0.11.0,15.0,12.0,22,True,,python-devtools,conda-forge/python-devtools,,1468.0,1467.0,https://pypi.org/project/python-devtools,420.0,982.0,https://anaconda.org/conda-forge/python-devtools,2023-04-06 21:42:28.182,14074.0,3.0,2017-08-21 10:32:25.000,1.0,,,,,,,,,,,,,,,
+193,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2022-12-31 03:02:53.000,2022-12-31 03:02:53,264.0,,94.0,25.0,109.0,28.0,77.0,722.0,,,4.0,33.0,22,True,,astor,conda-forge/astor,,,,https://pypi.org/project/astor,6365226.0,6392730.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,2007852.0,3.0,,,,,,,,,-6.0,,,,,,,,
+194,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 23:52:48.000,2022-01-27 10:32:34.000,2022-01-27 10:32:34,98.0,,19.0,8.0,21.0,17.0,21.0,327.0,2019-10-13 14:06:01.000,0.6.0,11.0,9.0,22,False,,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],1755.0,1755.0,https://pypi.org/project/pytest-lazy-fixture,417442.0,423762.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,461368.0,3.0,,,,,,,,,,,,,,,,,
+195,add-trailing-comma,asottile/add-trailing-comma,refactoring,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,,https://github.com/asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2023-05-16 14:50:54.000,2023-05-16 14:50:53,413.0,12.0,20.0,5.0,177.0,,48.0,293.0,2022-12-12 20:13:01.220,2.4.0,36.0,11.0,22,True,,add-trailing-comma,,,26.0,,https://pypi.org/project/add-trailing-comma,27104.0,27104.0,,,,3.0,2022-12-12 20:13:01.220,26.0,,,,,,,,,,,,,,,
+196,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 16:34:46.000,2023-01-07 04:42:28.000,2021-10-14 20:29:54,188.0,,60.0,10.0,49.0,51.0,44.0,237.0,2021-07-03 02:09:02.000,0.9.3,27.0,6.0,22,False,,mkdocs-with-pdf,,['mkdocs'],330.0,330.0,https://pypi.org/project/mkdocs-with-pdf,23684.0,23684.0,,,,3.0,,,,,,,,,,,,,,,,,
+197,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2022-11-18 07:39:35.000,2022-02-24 16:06:18,113.0,,19.0,5.0,15.0,9.0,27.0,218.0,2022-02-24 08:21:17.000,0.9.0,21.0,9.0,22,False,,xenon,conda-forge/xenon,,1133.0,1050.0,https://pypi.org/project/xenon,118976.0,119274.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,20008.0,3.0,2022-02-24 08:21:17.000,83.0,,,,,,,,,,,,,,,
+198,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 01:59:02.000,2023-04-19 05:31:49.000,2023-04-19 05:31:49,827.0,1.0,9.0,5.0,101.0,19.0,25.0,186.0,2023-01-30 01:24:01.118,1.1.1,67.0,9.0,22,True,,xdoctest,conda-forge/xdoctest,,127.0,,https://pypi.org/project/xdoctest,78648.0,82198.0,https://anaconda.org/conda-forge/xdoctest,2023-01-30 06:16:04.314,138466.0,3.0,2023-01-30 01:24:01.118,127.0,,,,,,,,,,,,,,,conda-forge/xdoctest
+199,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 05:19:51.000,2023-05-16 19:17:29.000,2023-05-16 19:17:28,188.0,2.0,17.0,6.0,71.0,17.0,30.0,154.0,2022-02-09 03:17:52.000,0.2.3,4.0,13.0,22,True,,pandas-vet,conda-forge/pandas-vet,['flake8'],358.0,358.0,https://pypi.org/project/pandas-vet,67054.0,67364.0,https://anaconda.org/conda-forge/pandas-vet,2022-02-10 13:58:38.706,15156.0,3.0,,,52.0,,,,,,,,,,,,,,
+200,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 12:59:17.000,2023-04-16 21:01:19.000,2023-04-16 21:01:19,502.0,3.0,358.0,75.0,131.0,102.0,221.0,5510.0,2023-01-29 21:48:52.000,1.2.1,9.0,58.0,21,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
+201,Profiling,what-studio/profiling,profiling,Was an interactive continuous Python profiler.,,https://github.com/what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2020-08-24 01:31:58.000,2020-08-24 01:31:58,433.0,,114.0,75.0,25.0,15.0,20.0,2973.0,2015-12-25 11:58:18.000,0.1.1,2.0,18.0,21,False,,profiling,,,59.0,59.0,https://pypi.org/project/profiling,7432.0,7432.0,,,,3.0,,,,,,,,,,,,,,,,,
+202,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2023-01-20 18:10:54.000,2023-01-20 18:08:14,186.0,,93.0,31.0,75.0,38.0,34.0,1473.0,,,5.0,27.0,21,True,,bowler,conda-forge/bowler,,,,https://pypi.org/project/bowler,103662.0,103958.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,16017.0,3.0,,,,,,,,,,,,,,,,,
+203,pyannotate,dropbox/pyannotate,refactoring,Auto-generate PEP-484 annotations.,,https://github.com/dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2022-07-03 08:24:17.000,2021-10-12 20:53:49,95.0,,61.0,28.0,63.0,34.0,33.0,1383.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,21,False,,pyannotate,,,145.0,116.0,https://pypi.org/project/pyannotate,2808.0,2808.0,,,,3.0,2019-09-16 15:37:03.000,29.0,,,,,,,,,,,,,,,
+204,pytest-randomly,pytest-dev/pytest-randomly,testing,Pytest plugin to randomly order tests and control random.seed.,,https://github.com/pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2023-05-20 20:56:06.000,2023-05-20 20:56:05,557.0,18.0,25.0,5.0,491.0,4.0,52.0,510.0,,,5.0,19.0,21,True,,pytest-randomly,conda-forge/pytest-randomly,,,,https://pypi.org/project/pytest-randomly,723220.0,729939.0,https://anaconda.org/conda-forge/pytest-randomly,2022-05-12 01:12:32.731,127677.0,3.0,,,,,,,,,,,,,,,,,
+205,Fixit,Instagram/Fixit,linters,Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom..,,https://github.com/Instagram/Fixit,https://github.com/Instagram/Fixit,,2020-02-20 19:09:01.000,2023-05-01 10:59:27.000,2023-04-26 22:45:49,259.0,33.0,48.0,20.0,242.0,36.0,41.0,399.0,2021-07-31 16:17:24.000,0.1.4,5.0,35.0,21,False,,fixit,,,39.0,39.0,https://pypi.org/project/fixit,13623.0,13623.0,,,,3.0,,,,,,,,,,,,,,,,,
+206,python-manhole,ionelmc/python-manhole,debugging,Debugging manhole for python applications.,,https://github.com/ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2022-12-17 09:19:57.000,2022-12-17 09:19:54,492.0,,21.0,10.0,44.0,7.0,15.0,339.0,2021-12-15 14:34:12.182,0.0.1,23.0,11.0,21,True,,manhole,conda-forge/manhole,,288.0,251.0,https://pypi.org/project/manhole,17392.0,18040.0,https://anaconda.org/conda-forge/manhole,2022-11-02 02:11:21.465,14262.0,3.0,2021-04-08 20:14:54.000,37.0,,,,,,,,,,,,,,,
+207,pytest-docker,avast/pytest-docker,testing,Docker-based integration tests.,,https://github.com/avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2023-02-12 10:13:02.000,2022-09-14 15:18:11,71.0,,60.0,8.0,52.0,17.0,33.0,336.0,2022-09-19 22:54:45.987,1.0.1,20.0,16.0,21,True,,pytest-docker,,['pytest'],46.0,,https://pypi.org/project/pytest-docker,118382.0,118384.0,,,,3.0,2022-09-19 22:54:45.987,46.0,102.0,,,,,,,,,,,,,,
+208,mkdocs-pdf-export-plugin,zhaoterryy/mkdocs-pdf-export-plugin,documentation,An MkDocs plugin to export content pages as PDF files.,,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2022-11-22 05:06:36.000,2021-10-05 01:31:10,72.0,,41.0,19.0,31.0,40.0,46.0,280.0,2020-07-23 01:35:39.000,0.5.8,5.0,11.0,21,False,,mkdocs-pdf-export-plugin,,['mkdocs'],399.0,399.0,https://pypi.org/project/mkdocs-pdf-export-plugin,17461.0,17461.0,,,,3.0,,,,,,,,,,,,,,,,,
+209,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,,2015-12-16 09:25:13.000,2021-10-13 19:25:52.000,2021-10-13 19:25:45,176.0,,26.0,4.0,38.0,5.0,26.0,126.0,,,,12.0,21,False,,flake8-commas,,['flake8'],15436.0,15436.0,https://pypi.org/project/flake8-commas,553819.0,553819.0,,,,3.0,,,,,,,,,,,,,,,,,
+210,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,,2017-07-11 00:19:00.000,2023-05-23 22:07:04.000,2023-05-23 22:06:16,330.0,3.0,152.0,55.0,126.0,35.0,130.0,4228.0,,,16.0,45.0,20,False,,monkeytype,conda-forge/monkeytype,,,,https://pypi.org/project/monkeytype,46352.0,47142.0,https://anaconda.org/conda-forge/monkeytype,2023-03-20 22:56:45.195,50609.0,3.0,,,,,,,,,,,,,,,,,
+211,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 17:02:28.000,2021-11-13 17:38:32.433,2021-11-13 14:58:04,27.0,,122.0,34.0,4.0,5.0,4.0,1623.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,20,False,,heartrate,conda-forge/heartrate,,54.0,51.0,https://pypi.org/project/heartrate,1010.0,1113.0,https://anaconda.org/conda-forge/heartrate,2021-11-13 17:38:32.433,2370.0,3.0,2021-11-13 14:58:19.000,3.0,,,,,,,,,,,,,,,
+212,Birdseye,alexmojaki/birdseye,debugging,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,,https://github.com/alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2022-05-18 12:08:29.000,2022-05-18 12:07:17,415.0,,74.0,42.0,48.0,20.0,34.0,1561.0,2022-05-18 12:08:29.000,0.9.4,39.0,10.0,20,True,,birdseye,,,4.0,,https://pypi.org/project/birdseye,1404.0,1404.0,,,,3.0,2022-05-18 12:08:29.000,4.0,,,,,,,,,,,,,,,
+213,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2022-11-30 02:55:03.000,2022-11-18 15:26:38,97.0,,54.0,41.0,22.0,8.0,25.0,1542.0,2020-12-02 20:41:20.000,20.12.2,3.0,38.0,20,True,,xar,,,26.0,26.0,https://pypi.org/project/xar,195.0,195.0,,,,3.0,2020-12-02 20:41:20.000,,,,,,,,,,,,,,,,
+214,portray,timothycrosley/portray,documentation,Your Project with Great Documentation.,,https://github.com/timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2023-01-03 00:40:56.000,2023-01-03 00:40:56,266.0,,74.0,18.0,42.0,30.0,32.0,838.0,,,,20.0,20,True,,portray,,,793.0,793.0,https://pypi.org/project/portray,16924.0,16924.0,,,,3.0,,,,,,,,,,,,,,,,,
+215,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,,190.0,24.0,95.0,49.0,83.0,586.0,,,,39.0,20,False,,sphinx-bootstrap-theme,,['sphinx'],,,https://pypi.org/project/sphinx-bootstrap-theme,208034.0,208034.0,,,,3.0,,,,,,,,,,,,,,,,,
+216,blacken-docs,asottile/blacken-docs,documentation,Run `black` on python code blocks in documentation files.,,https://github.com/adamchainz/blacken-docs,https://github.com/adamchainz/blacken-docs,MIT,2018-06-03 02:48:01.000,2023-05-20 20:43:18.000,2023-05-20 20:43:17,328.0,17.0,33.0,6.0,180.0,12.0,55.0,516.0,,,10.0,16.0,20,True,adamchainz/blacken-docs,blacken-docs,conda-forge/blacken-docs,,,,https://pypi.org/project/blacken-docs,129477.0,130313.0,https://anaconda.org/conda-forge/blacken-docs,2023-01-16 15:42:33.233,28431.0,3.0,,,,,,,,,,,,,,,,,
+217,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 07:52:32.000,2023-05-13 11:14:27.000,2022-11-03 10:04:57,807.0,,71.0,24.0,113.0,47.0,58.0,512.0,,,4.0,62.0,20,True,,pytest-virtualenv,conda-forge/pytest-shutil,,,,https://pypi.org/project/pytest-virtualenv,42453.0,43153.0,https://anaconda.org/conda-forge/pytest-shutil,2021-10-18 17:46:27.844,40622.0,3.0,,,,,,,,,,,,,,,,,
+218,flake8-comprehensions,adamchainz/flake8-comprehensions,linters,A flake8 plugin to help you write better list/set/dict comprehensions.,,https://github.com/adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2023-05-16 06:33:09.000,2023-05-16 06:33:08,527.0,24.0,19.0,7.0,452.0,3.0,51.0,429.0,,,28.0,15.0,20,True,,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],,,https://pypi.org/project/flake8-comprehensions,931268.0,940406.0,https://anaconda.org/conda-forge/flake8-comprehensions,2023-04-13 19:34:20.810,712814.0,3.0,,,,,,,,,,,,,,,,,
+219,unimport,hakancelik96/unimport,refactoring,The ultimate linter and formatter for removing unused import statements in your code.,,https://github.com/hakancelikdev/unimport,https://github.com/hakancelikdev/unimport,MIT,2019-09-08 09:49:24.000,2023-04-03 22:53:04.000,2023-04-03 22:41:28,472.0,4.0,20.0,4.0,174.0,8.0,97.0,197.0,2023-04-03 22:45:55.442,0.16.0,51.0,14.0,20,True,hakancelikdev/unimport,unimport,,,5.0,,https://pypi.org/project/unimport,13794.0,13794.0,,,,3.0,2022-01-29 20:05:35.000,5.0,,,,,,,,,,,,,,,
+220,sphinx-markdown-builder,clayrisser/sphinx-markdown-builder,documentation,sphinx builder that outputs markdown files.,,https://github.com/clayrisser/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2023-01-23 14:44:55.000,2022-01-08 15:29:29,100.0,,40.0,7.0,25.0,24.0,17.0,161.0,2022-01-08 15:31:25.000,0.5.5,23.0,17.0,20,False,,sphinx-markdown-builder,,['sphinx'],768.0,692.0,https://pypi.org/project/sphinx-markdown-builder,41580.0,41580.0,,,,3.0,2022-01-08 15:31:25.000,76.0,,,,,,,,,,,,,,,
+221,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 00:31:46.000,2023-05-23 02:19:51.000,2022-05-19 03:25:57,154.0,,29.0,7.0,27.0,6.0,22.0,141.0,2021-07-27 09:00:22.000,0.4.8,18.0,9.0,20,True,,lazydocs,,,170.0,147.0,https://pypi.org/project/lazydocs,5621.0,5621.0,,,,3.0,2021-07-27 08:05:42.000,23.0,,,,,,,,,,,,,,,
+222,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 18:02:19.000,2022-07-04 21:06:04.000,2019-08-07 13:44:00,69.0,,14.0,6.0,10.0,10.0,3.0,81.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,20,False,,unify,conda-forge/unify,,1218.0,1160.0,https://pypi.org/project/unify,108402.0,108457.0,https://anaconda.org/conda-forge/unify,2021-06-29 19:32:02.475,1270.0,3.0,2019-08-07 13:46:09.000,58.0,,,,,,,,,,,,,,,
+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 12:02:33.000,2022-12-07 11:39:27.000,2022-12-07 11:39:27,220.0,,12.0,3.0,7.0,8.0,67.0,76.0,2022-06-01 11:12:02.000,2.3.4,39.0,4.0,20,True,,mkdocs-print-site-plugin,,['mkdocs'],216.0,211.0,https://pypi.org/project/mkdocs-print-site-plugin,9361.0,9361.0,,,,3.0,2022-06-01 11:12:02.000,5.0,,,,,,,,,,,,,,,
+224,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,,7.0,5.0,9.0,4.0,9.0,52.0,2022-03-08 14:43:59.000,0.3.2,2.0,7.0,20,False,,mkdocs-git-revision-date-plugin,,['mkdocs'],1398.0,1398.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,39818.0,39818.0,,,,3.0,,,,,,,,,,,,,,,,,
+225,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,,2016-02-16 22:40:09.000,2022-10-29 20:43:34.047,2022-10-08 21:16:38,202.0,,52.0,20.0,106.0,1.0,86.0,218.0,,,16.0,26.0,19,False,,typed_ast,conda-forge/typed-ast,,,,https://pypi.org/project/typed_ast,8343880.0,8433370.0,https://anaconda.org/conda-forge/typed-ast,2022-10-29 20:43:34.047,5995830.0,3.0,,,,,,,,,-9.0,,,,,,,,
+226,pytest-datadir,gabrielcnr/pytest-datadir,testing,pytest plugin for manipulating test data directories and files.,,https://github.com/gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,2015-07-02 21:41:44.000,2023-05-09 11:19:18.000,2023-05-09 11:19:18,116.0,5.0,19.0,6.0,41.0,5.0,12.0,206.0,,,7.0,10.0,19,False,,pytest-datadir,conda-forge/pytest-datadir,['pytest'],1405.0,1405.0,https://pypi.org/project/pytest-datadir,157372.0,159754.0,https://anaconda.org/conda-forge/pytest-datadir,2022-10-25 16:50:34.913,188227.0,3.0,,,,,,,,,,,,,,,,,
+227,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 12:22:20.000,2021-08-29 14:44:21.000,2021-03-21 11:36:52,70.0,,20.0,5.0,14.0,9.0,3.0,112.0,,,2.0,14.0,19,False,,dodgy,conda-forge/dodgy,,2400.0,2400.0,https://pypi.org/project/dodgy,404678.0,405447.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,62369.0,3.0,,,,,,,,,,,,,,,,,
+228,pylint-flask,jschaf/pylint-flask,linters,A Pylint plugin to analyze Flask applications.,,https://github.com/jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2022-07-19 20:45:56.000,2022-07-19 20:45:38,40.0,,7.0,4.0,8.0,6.0,6.0,62.0,,,4.0,7.0,19,True,,pylint-flask,conda-forge/pylint-flask,['pylint'],7352.0,7352.0,https://pypi.org/project/pylint-flask,303986.0,305126.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,92372.0,3.0,,,,,,,,,,,,,,,,,
+229,PrettyErrors,onelivesleft/PrettyErrors,logging,Prettify Python exception output to make it legible.,,https://github.com/onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2021-11-27 17:41:04.999,2021-11-24 14:32:14,130.0,,81.0,29.0,10.0,6.0,38.0,2637.0,,,8.0,5.0,18,False,,pretty_errors,conda-forge/pretty_errors,,,,https://pypi.org/project/pretty_errors,28279.0,28653.0,https://anaconda.org/conda-forge/pretty_errors,2021-11-27 17:41:04.999,11234.0,3.0,,,,,,,,,,,,,,,,,
+230,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 19:14:28.000,2019-11-25 09:19:01.000,2019-11-25 09:19:00,242.0,,115.0,67.0,29.0,7.0,15.0,2188.0,2019-03-09 13:53:12.000,1.0.0,2.0,18.0,18,False,,fake2db,,,22.0,22.0,https://pypi.org/project/fake2db,262.0,262.0,,,,3.0,,,,,,,,,,,,,,,,,
+231,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2021-09-18 20:16:24.000,2021-09-18 20:16:24,55.0,,40.0,13.0,6.0,6.0,9.0,765.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,18,False,,py-heat,,,59.0,53.0,https://pypi.org/project/py-heat,2242.0,2242.0,,,,3.0,2018-12-06 03:59:34.000,6.0,,,,,,,,,,,,,,,
+232,vex,sashahart/vex,virtual-envs,Run a command in the named virtualenv.,,https://github.com/sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-10-30 20:12:27.000,2019-05-10 19:18:48,200.0,,24.0,14.0,24.0,2.0,40.0,374.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,18,False,,vex,,,38.0,28.0,https://pypi.org/project/vex,521.0,521.0,,,,3.0,2019-05-10 19:21:38.000,10.0,,,,,,,,,,,,,,,
+233,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 12:46:09.000,2022-12-10 16:20:39.000,2022-12-10 16:20:39,292.0,,68.0,9.0,100.0,10.0,90.0,269.0,,,11.0,46.0,18,True,,flake8-import-order,conda-forge/flake8-import-order,['flake8'],,,https://pypi.org/project/flake8-import-order,335309.0,338301.0,https://anaconda.org/conda-forge/flake8-import-order,2022-11-28 21:20:05.953,233432.0,3.0,,,,,,,,,,,,,,,,,
+234,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 21:09:32.000,2023-03-08 23:21:52.058,2023-03-08 16:15:03,84.0,6.0,4.0,9.0,2.0,4.0,12.0,196.0,2023-03-08 16:22:18.671,1.1.0,10.0,3.0,18,True,,cohesion,conda-forge/cohesion,,12.0,,https://pypi.org/project/cohesion,15021.0,15098.0,https://anaconda.org/conda-forge/cohesion,2023-03-08 23:21:52.058,1400.0,3.0,2019-07-10 16:08:05.000,12.0,,,,,,,,,,,,,,,
+235,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 16:59:41.000,2023-05-19 11:36:26.000,2023-03-30 10:45:48,131.0,4.0,18.0,5.0,67.0,46.0,71.0,152.0,2022-07-28 16:33:54.000,0.19.3,20.0,12.0,18,True,,flake8-simplify,conda-forge/flake8-simplify,,,,https://pypi.org/project/flake8-simplify,267068.0,268004.0,https://anaconda.org/conda-forge/flake8-simplify,2023-03-30 15:39:08.410,27169.0,3.0,,,,,,,,,,,,,,,,,
+236,pip-run,jaraco/pip-run,dependency-managers,pip-run - dynamic dependency loader for Python.,,https://github.com/jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2023-05-24 02:46:41.000,2023-05-24 02:46:35,723.0,20.0,13.0,8.0,17.0,1.0,56.0,84.0,2023-05-24 03:00:47.000,10.1.1,33.0,15.0,18,True,,pip-run,,,,,https://pypi.org/project/pip-run,3503.0,3503.0,,,,3.0,,,,,,,,,,,,,,,,,
+237,dh-virtualenv,spotify/dh-virtualenv,virtual-envs,Python virtualenvs in Debian packages.,,https://github.com/spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2023-05-18 15:24:11.000,2023-01-03 15:31:24,422.0,,175.0,43.0,154.0,31.0,171.0,1562.0,,,,60.0,17,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
+238,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 15:53:36.000,2023-04-11 15:03:37.804,2023-04-10 19:27:15,234.0,3.0,16.0,2.0,16.0,22.0,21.0,149.0,,,4.0,16.0,17,True,,dlint,conda-forge/dlint,,,,https://pypi.org/project/dlint,148204.0,148351.0,https://anaconda.org/conda-forge/dlint,2023-04-11 15:03:37.804,2647.0,3.0,,,,,,,,,,,,,,,,,
+239,com2ann,ilevkivskyi/com2ann,refactoring,Tool for translation type comments to type annotations in Python.,,https://github.com/ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2023-04-27 10:41:39.000,2023-04-27 10:41:39,41.0,3.0,9.0,6.0,28.0,7.0,19.0,132.0,2021-08-21 09:01:26.000,0.3.0,3.0,5.0,17,True,,com2ann,,,41.0,39.0,https://pypi.org/project/com2ann,10592.0,10592.0,,,,3.0,2021-08-21 09:01:26.000,2.0,,,,,,,,,,,,,,,
+240,flake8-mypy,ambv/flake8-mypy,linters,A plugin for flake8 integrating Mypy.,,https://github.com/ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00,50.0,,15.0,4.0,13.0,19.0,3.0,103.0,,,,8.0,17,False,,flake8-mypy,,['flake8'],1576.0,1576.0,https://pypi.org/project/flake8-mypy,40967.0,40967.0,,,,3.0,,,,,,,,,,,,,,,,,
+241,mkdocs-versioning,zayd62/mkdocs-versioning,documentation,A tool that allows for versioning sites built with mkdocs.,,https://github.com/zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-08-01 15:51:53.000,2021-08-01 15:51:53,133.0,,6.0,3.0,39.0,3.0,22.0,40.0,2021-02-11 10:24:03.000,0.4.0,2.0,5.0,17,False,,mkdocs-versioning,,['mkdocs'],56.0,56.0,https://pypi.org/project/mkdocs-versioning,2486.0,2486.0,,,,3.0,,,,,,,,,,,,,,,,,
+242,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 03:48:07.000,2023-04-02 13:29:37.000,2023-04-02 10:31:12,148.0,3.0,387.0,74.0,60.0,5.0,71.0,3628.0,,,,39.0,16,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
+243,reloadium,reloadware/reloadium,debugging,"ChatGPT, Hot Reloading and Profiling for Python.",,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2023-05-16 15:30:17.000,2023-05-16 15:30:16,47.0,5.0,42.0,24.0,23.0,11.0,90.0,2372.0,,,,2.0,16,True,,reloadium,,,,,https://pypi.org/project/reloadium,2757.0,2757.0,,,,3.0,,,,,,,,,,,,,,,,,
+244,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,,10.0,5.0,18.0,7.0,13.0,366.0,2017-07-27 16:45:20.000,0.2.2,8.0,12.0,16,False,,tbvaccine,,,11.0,11.0,https://pypi.org/project/tbvaccine,1714.0,1714.0,,,,3.0,,,,,,,,,,,,,,,,,
+245,flakehell,life4/flakehell,linters,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",,https://github.com/life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40,368.0,,30.0,5.0,68.0,,,232.0,2019-12-19 14:20:08.000,.0.3.3,3.0,16.0,16,False,,flakehell,,['flake8'],,,https://pypi.org/project/flakehell,22468.0,22469.0,,,,3.0,,,64.0,,,,,,,,,,,,,,
+246,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2023-05-22 21:33:29.000,2022-04-12 18:50:47,399.0,,34.0,7.0,68.0,18.0,26.0,221.0,,,,17.0,16,False,,imhotep,,,11.0,11.0,https://pypi.org/project/imhotep,32.0,32.0,,,,3.0,,,,,,,,,,,,,,,,,
+247,pynt,rags/pynt,build-tools,A pynt of Python build.,,https://github.com/rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2022-05-13 18:18:48.000,2019-10-04 19:05:46,128.0,,18.0,11.0,10.0,6.0,13.0,157.0,,,,10.0,16,False,,pynt,,,115.0,115.0,https://pypi.org/project/pynt,8941.0,8941.0,,,,3.0,,,,,,,,,,,,,,,,,
+248,pyformat,myint/pyformat,formatters,Formats Python code to follow a consistent style.,,https://github.com/myint/pyformat,https://github.com/myint/pyformat,,2013-03-24 21:45:30.000,2021-10-29 14:54:42.000,2019-05-24 17:17:56,199.0,,7.0,7.0,6.0,4.0,3.0,91.0,,,,3.0,16,False,,pyformat,,,1797.0,1797.0,https://pypi.org/project/pyformat,18880.0,18880.0,,,,3.0,,,,,,,,,,,,,,,,,
+249,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,,2010-11-11 09:43:52.000,2023-04-16 21:21:15.000,2023-04-16 21:21:14,535.0,1.0,78.0,13.0,85.0,38.0,93.0,453.0,,,1.0,46.0,15,False,,paver,conda-forge/paver,,,,https://pypi.org/project/paver,55457.0,55804.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,27126.0,3.0,,,,,,,,,-9.0,,,,,,,,
+250,pep8ify,spulec/pep8ify,refactoring,A library that modifies python source code to conform to pep8.,,https://github.com/spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38,154.0,,12.0,6.0,7.0,6.0,12.0,117.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,15,False,,pep8ify,,,62.0,43.0,https://pypi.org/project/pep8ify,148.0,148.0,,,,3.0,2014-10-24 20:36:57.000,19.0,,,,,,,,,,,,,,,
+251,flake8-bandit,tylerwince/flake8-bandit,linters,Automated security testing using bandit and flake8.,,https://github.com/tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2022-08-29 13:47:29.000,2022-08-29 13:45:55,70.0,,26.0,5.0,17.0,10.0,16.0,102.0,,,,12.0,15,True,,flake8-bandit,,['flake8'],,,https://pypi.org/project/flake8-bandit,520234.0,520234.0,,,,3.0,,,,,,,,,,,,,,,,,
+252,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 17:45:08.632,2022-11-16 08:09:24.242,2018-06-28 13:35:12,500.0,,13.0,5.0,1.0,,,82.0,,,12.0,62.0,15,False,,memory_profiler,conda-forge/memory_profiler,,,,https://pypi.org/project/memory_profiler,710885.0,714808.0,https://anaconda.org/conda-forge/memory_profiler,2022-11-16 08:09:24.242,329550.0,3.0,,,,,,,,,-11.0,,,,,,,,
+253,pytest-play,pytest-dev/pytest-play,testing,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,,https://github.com/pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28,382.0,,4.0,9.0,62.0,4.0,25.0,68.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,15,False,,pytest-play,,['pytest'],31.0,21.0,https://pypi.org/project/pytest-play,76.0,76.0,,,,3.0,2019-06-12 11:59:29.000,10.0,,,,,,,,,,,,,,,
+254,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-01-30 07:52:09.000,2023-01-30 07:50:18,198.0,,5.0,2.0,136.0,1.0,11.0,14.0,2023-01-30 07:57:23.000,3.2.0,29.0,4.0,15,False,,yala,,"['flake8', 'pylint']",59.0,49.0,https://pypi.org/project/yala,925.0,925.0,,,,3.0,2023-01-30 07:35:02.100,10.0,,,,,,,,,,,,,,,
+255,bellybutton,hchasestevens/bellybutton,linters,Custom Python linting through AST expressions.,,https://github.com/hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2022-09-20 12:04:08.000,2021-07-15 00:42:02,33.0,,13.0,4.0,21.0,8.0,6.0,256.0,,,,5.0,14,False,,bellybutton,,,38.0,38.0,https://pypi.org/project/bellybutton,3780.0,3780.0,,,,3.0,,,,,,,,,,,,,,,,,
+256,freshenv,raiyanyahya/freshenv,virtual-envs,"Provision, share, manage local and cloud developer environments.",,https://github.com/raiyanyahya/freshenv,https://github.com/raiyanyahya/freshenv,MPL-2.0,2021-12-19 21:38:32.000,2023-03-03 20:00:09.000,2022-11-06 20:48:39,188.0,,3.0,2.0,166.0,,3.0,165.0,2022-08-09 15:40:30.000,3.0.0,5.0,3.0,14,True,,freshenv,raiyanyahya/freshenv,,,,https://pypi.org/project/freshenv,186.0,186.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,,
+257,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 07:54:58.000,2022-08-15 09:53:04.970,2022-08-14 07:12:06,109.0,,19.0,5.0,28.0,,15.0,133.0,2022-08-14 07:10:00.969,22.8.0,12.0,9.0,14,True,,retype,conda-forge/retype,,19.0,,https://pypi.org/project/retype,593.0,942.0,https://anaconda.org/conda-forge/retype,2022-08-15 09:53:04.970,22388.0,3.0,2022-08-14 07:10:00.969,19.0,,,,,,,,,,,,,,,
+258,massedit,elmotec/massedit,refactoring,Programmatically edit text files with Python. Useful for source to source transformations.,,https://github.com/elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2022-03-17 12:52:23.000,2020-12-23 02:11:17,178.0,,15.0,6.0,7.0,3.0,5.0,107.0,2020-12-23 02:19:02.000,0.69.1,15.0,8.0,14,False,,massedit,,,7.0,,https://pypi.org/project/massedit,1047.0,1047.0,,,,3.0,2020-12-23 02:12:33.000,7.0,20.0,,,,,,,,,,,,,,
+259,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 22:43:09.000,2023-03-24 11:32:06.000,2023-03-24 11:30:59,532.0,2.0,14.0,2.0,200.0,8.0,30.0,71.0,,,,13.0,14,True,,autoimport,,,102.0,102.0,https://pypi.org/project/autoimport,4334.0,4334.0,,,,3.0,,,,,,,,,,,,,,,,,
+260,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2022-11-09 08:14:25.000,2022-09-15 18:19:20,395.0,,7.0,5.0,34.0,,3.0,19.0,2021-11-17 16:59:34.000,0.6.18,40.0,5.0,14,True,,universal-build,,,18.0,11.0,https://pypi.org/project/universal-build,190.0,190.0,,,,3.0,2021-11-16 23:08:45.000,7.0,18.0,,,,,,,,,,,,,,
+261,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2022-12-27 14:53:53.000,2022-12-19 19:23:19,95.0,,67.0,18.0,75.0,34.0,30.0,555.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,13,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
+262,pycycle,bndr/pycycle,linters,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,,https://github.com/bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2022-01-15 20:44:01.000,2017-02-13 18:07:04,26.0,,20.0,6.0,6.0,15.0,2.0,317.0,,,,2.0,13,False,,pycycle,,,75.0,75.0,https://pypi.org/project/pycycle,3793.0,3793.0,,,,3.0,,,,,,,,,,,,,,,,,
+263,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2023-04-30 19:29:43.000,2023-04-30 19:29:29,290.0,11.0,2.0,3.0,6.0,5.0,,33.0,2023-04-17 06:15:39.465,0.1.7,19.0,2.0,13,False,,pyship,,,,,https://pypi.org/project/pyship,91.0,91.0,,,,3.0,2021-06-09 04:34:00.000,,,,,,,,,,,,,,,,
+264,livepython,agermanidis/livepython,profiling,Visually trace Python code in real-time.,,https://github.com/agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000,2019-01-22 17:39:55.000,2017-11-14 21:27:52,20.0,,168.0,78.0,4.0,11.0,15.0,2528.0,,,,3.0,12,False,,,,,2.0,2.0,,,,,,,3.0,,,,,,,,,,,,,,,,,
+265,assertpy,ActivisionGameScience/assertpy,testing,Simple assertion library for unit testing in python with a fluent API.,,https://github.com/ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332,2020-07-19 15:23:26.710,2019-10-30 17:50:10,279.0,,,1.0,,,,19.0,,,6.0,10.0,12,False,,assertpy,conda-forge/assertpy,,,,https://pypi.org/project/assertpy,410073.0,410381.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,20367.0,3.0,,,,,,,,,,,,,,,,,
+266,pipenv-pipes,gtalarico/pipenv-pipes,virtual-envs,A PipEnv Environment Switcher.,,https://github.com/gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2022-12-08 02:07:55.000,2019-06-27 03:42:48,285.0,,17.0,5.0,21.0,4.0,10.0,133.0,,,,5.0,10,False,,pipenv-pipes,,,,,https://pypi.org/project/pipenv-pipes,116.0,116.0,,,,3.0,,,,,,,,,,,,,,,,,
+267,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 02:37:26.000,2023-05-11 16:12:50.000,2022-12-13 04:09:02,54.0,,19.0,20.0,61.0,4.0,1.0,184.0,,,,18.0,9,False,,linty-fresh,,"['flake8', 'mypy']",,,https://pypi.org/project/linty-fresh,14.0,14.0,,,,3.0,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index f5e8ce5..f114cd9 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,25 +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._
-- freezegun (π₯33 Β· β 3.7K Β· π) - Let your Python tests travel through time. Apache-2
-- factory_boy (π₯31 Β· β 3.1K Β· π) - A test fixtures replacement for Python. MIT
-- buildout (π₯29 Β· β 560 Β· π) - Buildout is a deployment automation tool written in and.. βοΈZPL-2.1
-- memory_profiler (π₯26 Β· β 3.8K Β· π) - Monitor Memory usage of Python code. BSD-3
-- paver (π₯24 Β· β 450 Β· π) - Python-based project scripting. BSD-3
+- hypothesis (π₯42 Β· β 6.7K Β· π) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0
+- poetry (π₯40 Β· β 25K Β· π) - Python packaging and dependency management made easy. MIT
+- cx_Freeze (π₯31 Β· β 1.1K Β· π) - Create standalone executables from Python scripts, with the.. Python-2.0
+- hacking (π₯28 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 MIT
## π Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
-- mypy (π₯42 Β· β 15K Β· π) - Optional static typing for Python. βUnlicensed
-- line_profiler (π₯22 Β· β 1.8K Β· π) - Line-by-line profiling for Python. βUnlicensed
-- hacking (π₯19 Β· β 230 Β· π) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 βUnlicensed BSD-3
-
-## β Added Projects
-
-_Projects that were recently added to this best-of list._
-
-- ruff (π₯40 Β· β 15K Β· β) - An extremely fast Python linter, written in Rust. MIT
+- pytype (π₯25 Β· β 4.2K Β· π) - A static type analyzer for Python code. βUnlicensed
+- astor (π₯22 Β· β 720 Β· π) - Python AST read/write. BSD-3
+- typed_ast (π₯19 Β· β 220 Β· π€) - Modified fork of CPythons ast module that parses `# type:`.. βUnlicensed
+- paver (π₯15 Β· β 450 Β· π) - Python-based project scripting. βUnlicensed
+- memory_profiler (π₯15 Β· β 82 Β· π) - Monitor Memory usage of Python code. βUnlicensed