diff --git a/README.md b/README.md
index 095a2ac..65b4523 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
-This curated list contains 270 awesome open-source projects with a total of 890K stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
+This curated list contains 270 awesome open-source projects with a total of 870K stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
---
@@ -79,23 +79,23 @@ This curated list contains 270 awesome open-source projects with a total of 890K
ruff (🥇42 · ⭐ 17K) - An extremely fast Python linter, written in Rust. MIT
-- [GitHub](https://github.com/astral-sh/ruff) (👨💻 250 · 🔀 540 · 📥 53K · 📦 15K · 📋 2.6K - 17% open · ⏱️ 31.08.2023):
+- [GitHub](https://github.com/astral-sh/ruff) (👨💻 260 · 🔀 550 · 📥 56K · 📦 16K · 📋 2.7K - 17% open · ⏱️ 07.09.2023):
```
git clone https://github.com/charliermarsh/ruff
```
-- [PyPi](https://pypi.org/project/ruff) (📥 4.9M / month · 📦 1.1K · ⏱️ 25.08.2023):
+- [PyPi](https://pypi.org/project/ruff) (📥 5M / month · 📦 1.1K · ⏱️ 01.09.2023):
```
pip install ruff
```
-- [Conda](https://anaconda.org/conda-forge/ruff) (📥 320K · ⏱️ 26.08.2023):
+- [Conda](https://anaconda.org/conda-forge/ruff) (📥 330K · ⏱️ 02.09.2023):
```
conda install -c conda-forge ruff
```
pylint (🥇42 · ⭐ 4.8K) - Its not just a linter that annoys you!. ❗️GPL-2.0
-- [GitHub](https://github.com/pylint-dev/pylint) (👨💻 530 · 🔀 1K · 📦 380K · 📋 5.1K - 14% open · ⏱️ 29.08.2023):
+- [GitHub](https://github.com/pylint-dev/pylint) (👨💻 540 · 🔀 1K · 📦 380K · 📋 5.1K - 15% open · ⏱️ 07.09.2023):
```
git clone https://github.com/PyCQA/pylint
@@ -104,51 +104,31 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
pip install pylint
```
-- [Conda](https://anaconda.org/conda-forge/pylint) (📥 4.4M · ⏱️ 26.07.2023):
+- [Conda](https://anaconda.org/conda-forge/pylint) (📥 4.5M · ⏱️ 26.07.2023):
```
conda install -c conda-forge pylint
```
flake8 (🥇41 · ⭐ 3K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
+wemake-python-styleguide (🥇36 · ⭐ 2.3K) - The strictest and most opinionated python linter ever!. MIT
-- [GitHub](https://github.com/PyCQA/flake8) (👨💻 170 · 🔀 290 · 📦 480K · 📋 1.5K - 1% open · ⏱️ 22.08.2023):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨💻 180 · 🔀 370 · 📦 15K · 📋 1.1K - 10% open · ⏱️ 07.09.2023):
```
- git clone https://github.com/PyCQA/flake8
+ git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [PyPi](https://pypi.org/project/flake8) (📥 23M / month · 📦 45K · ⏱️ 29.07.2023):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 200K / month · 📦 47 · ⏱️ 19.01.2020):
```
- pip install flake8
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8) (📥 6.6M · ⏱️ 31.07.2023):
- ```
- conda install -c conda-forge flake8
+ pip install wemake-python-styleguide
```
pycodestyle (🥇38 · ⭐ 4.9K) - Simple Python style checker in one Python file. MIT
+pyflakes (🥈35 · ⭐ 1.3K) - A simple program which checks Python source files for errors. MIT
-- [GitHub](https://github.com/PyCQA/pycodestyle) (👨💻 130 · 🔀 740 · 📦 11 · 📋 720 - 15% open · ⏱️ 01.08.2023):
-
- ```
- git clone https://github.com/PyCQA/pycodestyle
- ```
-- [PyPi](https://pypi.org/project/pycodestyle) (📥 32M / month · 📦 12K · ⏱️ 29.07.2023):
- ```
- pip install pycodestyle
- ```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 6.8M · ⏱️ 30.07.2023):
- ```
- conda install -c conda-forge pycodestyle
- ```
-pyflakes (🥈37 · ⭐ 1.3K) - A simple program which checks Python source files for errors. MIT
-
-- [GitHub](https://github.com/PyCQA/pyflakes) (👨💻 84 · 🔀 170 · 📦 240K · 📋 510 - 11% open · ⏱️ 31.07.2023):
+- [GitHub](https://github.com/PyCQA/pyflakes) (👨💻 84 · 🔀 160 · 📦 240K · 📋 490 - 7% open · ⏱️ 31.07.2023):
```
git clone https://github.com/PyCQA/pyflakes
```
-- [PyPi](https://pypi.org/project/pyflakes) (📥 24M / month · 📦 14K · ⏱️ 29.07.2023):
+- [PyPi](https://pypi.org/project/pyflakes) (📥 24M / month):
```
pip install pyflakes
```
@@ -157,26 +137,14 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge pyflakes
```
wemake-python-styleguide (🥈36 · ⭐ 2.3K) - The strictest and most opinionated python linter ever!. MIT
-
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨💻 180 · 🔀 370 · 📦 15K · 📋 1.1K - 9% open · ⏱️ 29.08.2023):
-
- ```
- git clone https://github.com/wemake-services/wemake-python-styleguide
- ```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 220K / month):
- ```
- pip install wemake-python-styleguide
- ```
-flake8-bugbear (🥈32 · ⭐ 960) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨💻 76 · 🔀 93 · 📦 34K · 📋 200 - 25% open · ⏱️ 26.07.2023):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (👨💻 76 · 🔀 95 · 📦 34K · 📋 200 - 25% open · ⏱️ 02.09.2023):
```
git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 2.2M / month):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (📥 2.1M / month · 📦 410 · ⏱️ 10.07.2023):
```
pip install flake8-bugbear
```
@@ -185,30 +153,30 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge flake8-bugbear
```
parso (🥈32 · ⭐ 560) - A Python Parser. MIT
+pycodestyle (🥈31 · ⭐ 4.9K · 📉) - Simple Python style checker in one Python file. ❗Unlicensed
-- [GitHub](https://github.com/davidhalter/parso) (👨💻 46 · 🔀 94 · 📦 340K · 📋 110 - 8% open · ⏱️ 18.06.2023):
+- [GitHub](https://github.com/PyCQA/pycodestyle) (👨💻 130 · 🔀 670 · 📦 13 · 📋 700 - 12% open · ⏱️ 01.08.2023):
```
- git clone https://github.com/davidhalter/parso
+ git clone https://github.com/PyCQA/pycodestyle
```
-- [PyPi](https://pypi.org/project/parso) (📥 21M / month · 📦 6K · ⏱️ 30.11.2021):
+- [PyPi](https://pypi.org/project/pycodestyle) (📥 32M / month):
```
- pip install parso
+ pip install pycodestyle
```
-- [Conda](https://anaconda.org/conda-forge/parso) (📥 16M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (📥 6.9M · ⏱️ 30.07.2023):
```
- conda install -c conda-forge parso
+ conda install -c conda-forge pycodestyle
```
pydocstyle (🥈30 · ⭐ 1.1K) - docstring style checker. MIT
-- [GitHub](https://github.com/PyCQA/pydocstyle) (👨💻 90 · 🔀 180 · 📥 69 · 📦 58K · 📋 340 - 33% open · ⏱️ 04.08.2023):
+- [GitHub](https://github.com/PyCQA/pydocstyle) (👨💻 90 · 🔀 190 · 📥 69 · 📦 58K · 📋 350 - 34% open · ⏱️ 04.08.2023):
```
git clone https://github.com/PyCQA/pydocstyle
```
-- [PyPi](https://pypi.org/project/pydocstyle) (📥 3.1M / month):
+- [PyPi](https://pypi.org/project/pydocstyle) (📥 3.1M / month · 📦 2.7K · ⏱️ 17.01.2023):
```
pip install pydocstyle
```
@@ -224,7 +192,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
git clone https://github.com/PyCQA/pylint-django
```
-- [PyPi](https://pypi.org/project/pylint-django) (📥 2.5M / month):
+- [PyPi](https://pypi.org/project/pylint-django) (📥 2.5M / month · 📦 1.2K · ⏱️ 31.01.2023):
```
pip install pylint-django
```
@@ -233,6 +201,34 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge pylint-django
```
hacking (🥈28 · ⭐ 230 · 📈) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
+
+- [GitHub](https://github.com/openstack/hacking) (👨💻 190 · 🔀 66 · ⏱️ 05.09.2023):
+
+ ```
+ git clone https://github.com/openstack/hacking
+ ```
+- [PyPi](https://pypi.org/project/hacking) (📥 63K / month · 📦 4.4K · ⏱️ 27.04.2023):
+ ```
+ pip install hacking
+ ```
+flake8-comprehensions (🥈27 · ⭐ 450) - A flake8 plugin to help you write better.. MIT
+
+- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨💻 15 · 🔀 21 · 📋 55 - 7% open · ⏱️ 05.09.2023):
+
+ ```
+ git clone https://github.com/adamchainz/flake8-comprehensions
+ ```
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 1.1M / month · 📦 680 · ⏱️ 10.07.2023):
+ ```
+ pip install flake8-comprehensions
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (📥 740K · ⏱️ 17.07.2023):
+ ```
+ conda install -c conda-forge flake8-comprehensions
+ ```
+nitpick (🥈27 · ⭐ 360) - Enforce the same settings on multiple projects. MIT
- [GitHub](https://github.com/andreoliwa/nitpick) (👨💻 16 · 🔀 21 · 📥 5 · 📦 1.3K · 📋 120 - 35% open · ⏱️ 25.08.2023):
@@ -240,30 +236,30 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (📥 86K / month):
+- [PyPi](https://pypi.org/project/nitpick) (📥 70K / month):
```
pip install nitpick
```
flake8-quotes (🥈27 · ⭐ 170 · 💤) - Flake8 extension for checking quotes in python. MIT
+flake8-eradicate (🥈27 · ⭐ 300) - Flake8 plugin to find commented out or dead code. MIT
-- [GitHub](https://github.com/zheller/flake8-quotes) (👨💻 32 · 🔀 32 · 📦 19K · 📋 49 - 10% open · ⏱️ 19.12.2022):
+- [GitHub](https://github.com/wemake-services/flake8-eradicate) (👨💻 16 · 🔀 14 · 📦 17K · 📋 49 - 38% open · ⏱️ 31.05.2023):
```
- git clone https://github.com/zheller/flake8-quotes
+ git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/flake8-quotes) (📥 800K / month):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (📥 610K / month · 📦 110 · ⏱️ 11.08.2022):
```
- pip install flake8-quotes
+ pip install flake8-eradicate
```
-- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (📥 680K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (📥 11K · ⏱️ 01.06.2023):
```
- conda install -c conda-forge flake8-quotes
+ conda install -c conda-forge flake8-eradicate
```
flake8-isort (🥈27 · ⭐ 150 · 💤) - flake8 plugin that integrates isort. ❗️GPL-2.0
-- [GitHub](https://github.com/gforcada/flake8-isort) (👨💻 37 · 🔀 92 · 📦 23K · 📋 57 - 15% open · ⏱️ 22.12.2022):
+- [GitHub](https://github.com/gforcada/flake8-isort) (👨💻 37 · 🔀 93 · 📦 24K · 📋 57 - 15% open · ⏱️ 22.12.2022):
```
git clone https://github.com/gforcada/flake8-isort
@@ -279,12 +275,12 @@ This curated list contains 270 awesome open-source projects with a total of 890K
beartype (🥉26 · ⭐ 2K) - Unbearably fast near-real-time hybrid runtime-static type-checking in pure.. MIT
-- [GitHub](https://github.com/beartype/beartype) (👨💻 17 · 🔀 38 · 📋 220 - 22% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/beartype/beartype) (👨💻 17 · 🔀 38 · 📋 220 - 21% open · ⏱️ 07.09.2023):
```
git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/beartype) (📥 770K / month):
+- [PyPi](https://pypi.org/project/beartype) (📥 830K / month):
```
pip install beartype
```
@@ -293,106 +289,14 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge beartype
```
flake8-eradicate (🥉26 · ⭐ 300) - Flake8 plugin to find commented out or dead code. MIT
+mypy-protobuf (🥉26 · ⭐ 580) - open source tools to generate mypy stubs from protobufs. Apache-2
-- [GitHub](https://github.com/wemake-services/flake8-eradicate) (👨💻 15 · 🔀 12 · 📦 17K · 📋 39 - 23% open · ⏱️ 31.05.2023):
-
- ```
- git clone https://github.com/wemake-services/flake8-eradicate
- ```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (📥 650K / month):
- ```
- pip install flake8-eradicate
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-eradicate) (📥 11K · ⏱️ 01.06.2023):
- ```
- conda install -c conda-forge flake8-eradicate
- ```
-check-manifest (🥉26 · ⭐ 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
-
-- [GitHub](https://github.com/mgedmin/check-manifest) (👨💻 22 · 🔀 38 · 📦 9.5K · 📋 96 - 20% open · ⏱️ 02.05.2023):
-
- ```
- git clone https://github.com/mgedmin/check-manifest
- ```
-- [PyPi](https://pypi.org/project/check-manifest) (📥 220K / month):
- ```
- pip install check-manifest
- ```
-- [Conda](https://anaconda.org/conda-forge/check-manifest) (📥 100K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge check-manifest
- ```
-pandas-vet (🥉26 · ⭐ 160) - A plugin for Flake8 that checks pandas code. MIT
-
-- [GitHub](https://github.com/deppen8/pandas-vet) (👨💻 14 · 🔀 17 · 📥 67 · 📦 400 · 📋 51 - 19% open · ⏱️ 11.08.2023):
-
- ```
- git clone https://github.com/deppen8/pandas-vet
- ```
-- [PyPi](https://pypi.org/project/pandas-vet) (📥 69K / month):
- ```
- pip install pandas-vet
- ```
-- [Conda](https://anaconda.org/conda-forge/pandas-vet) (📥 16K · ⏱️ 11.08.2023):
- ```
- conda install -c conda-forge pandas-vet
- ```
-pylama (🥉24 · ⭐ 1K · 💤) - Code audit tool for python. MIT
-
-- [GitHub](https://github.com/klen/pylama) (👨💻 46 · 🔀 95 · 📦 6K · 📋 140 - 34% open · ⏱️ 08.08.2022):
-
- ```
- git clone https://github.com/klen/pylama
- ```
-- [PyPi](https://pypi.org/project/pylama) (📥 170K / month):
- ```
- pip install pylama
- ```
-flake8-black (🥉24 · ⭐ 160) - flake8 plugin to run black for checking Python coding style. MIT
-
-- [GitHub](https://github.com/peterjc/flake8-black) (👨💻 10 · 🔀 10 · 📦 7.1K · 📋 29 - 20% open · ⏱️ 30.08.2023):
-
- ```
- git clone https://github.com/peterjc/flake8-black
- ```
-- [PyPi](https://pypi.org/project/flake8-black) (📥 920K / month):
- ```
- pip install flake8-black
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-black) (📥 450K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge flake8-black
- ```
-flake8-builtins (🥉23 · ⭐ 110 · 💤) - Check for python builtins being used as variables or.. ❗️GPL-2.0
-
-- [GitHub](https://github.com/gforcada/flake8-builtins) (👨💻 17 · 🔀 20 · 📦 9.5K · 📋 43 - 2% open · ⏱️ 22.12.2022):
-
- ```
- git clone https://github.com/gforcada/flake8-builtins
- ```
-- [PyPi](https://pypi.org/project/flake8-builtins) (📥 620K / month):
- ```
- pip install flake8-builtins
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (📥 220K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge flake8-builtins
- ```
-mypy-protobuf (🥉21 · ⭐ 580) - open source tools to generate mypy stubs from protobufs. Apache-2
-
-- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (👨💻 37 · 🔀 71 · 📋 120 - 10% open · ⏱️ 03.08.2023):
+- [GitHub](https://github.com/nipunn1313/mypy-protobuf) (👨💻 37 · 🔀 78 · 📋 120 - 10% open · ⏱️ 03.08.2023):
```
git clone https://github.com/dropbox/mypy-protobuf
```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 1.5M / month):
+- [PyPi](https://pypi.org/project/mypy-protobuf) (📥 1.5M / month · 📦 100 · ⏱️ 29.07.2023):
```
pip install mypy-protobuf
```
@@ -401,42 +305,94 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge mypy-protobuf
```
flake8-comprehensions (🥉21 · ⭐ 450) - A flake8 plugin to help you write better.. MIT
+flake8-quotes (🥉26 · ⭐ 170 · 💤) - Flake8 extension for checking quotes in python. MIT
-- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (👨💻 15 · 🔀 21 · 📋 54 - 5% open · ⏱️ 29.08.2023):
+- [GitHub](https://github.com/zheller/flake8-quotes) (👨💻 32 · 🔀 32 · 📦 19K · 📋 50 - 12% open · ⏱️ 19.12.2022):
```
- git clone https://github.com/adamchainz/flake8-comprehensions
+ git clone https://github.com/zheller/flake8-quotes
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (📥 1.1M / month):
+- [PyPi](https://pypi.org/project/flake8-quotes) (📥 760K / month):
```
- pip install flake8-comprehensions
+ pip install flake8-quotes
```
-- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (📥 740K · ⏱️ 17.07.2023):
+- [Conda](https://anaconda.org/conda-forge/flake8-quotes) (📥 680K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge flake8-comprehensions
+ conda install -c conda-forge flake8-quotes
```
hacking (🥉20 · ⭐ 230 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
+pandas-vet (🥉26 · ⭐ 160) - A plugin for Flake8 that checks pandas code. MIT
-- [GitHub](https://github.com/openstack/hacking) (👨💻 190 · 🔀 47 · ⏱️ 03.05.2023):
+- [GitHub](https://github.com/deppen8/pandas-vet) (👨💻 14 · 🔀 17 · 📥 68 · 📦 400 · 📋 51 - 19% open · ⏱️ 11.08.2023):
```
- git clone https://github.com/openstack/hacking
+ git clone https://github.com/deppen8/pandas-vet
```
-- [PyPi](https://pypi.org/project/hacking) (📥 68K / month):
+- [PyPi](https://pypi.org/project/pandas-vet) (📥 76K / month):
```
- pip install hacking
+ pip install pandas-vet
+ ```
+- [Conda](https://anaconda.org/conda-forge/pandas-vet) (📥 16K · ⏱️ 11.08.2023):
+ ```
+ conda install -c conda-forge pandas-vet
```
flake8-import-order (🥉19 · ⭐ 270 · 💤) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
+check-manifest (🥉25 · ⭐ 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
-- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨💻 46 · 🔀 68 · 📋 100 - 10% open · ⏱️ 10.12.2022):
+- [GitHub](https://github.com/mgedmin/check-manifest) (👨💻 22 · 🔀 39 · 📦 9.5K · 📋 96 - 20% open · ⏱️ 07.09.2023):
+
+ ```
+ git clone https://github.com/mgedmin/check-manifest
+ ```
+- [PyPi](https://pypi.org/project/check-manifest) (📥 220K / month · 📦 3.1K · ⏱️ 05.12.2022):
+ ```
+ pip install check-manifest
+ ```
+- [Conda](https://anaconda.org/conda-forge/check-manifest) (📥 100K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge check-manifest
+ ```
+flake8-black (🥉25 · ⭐ 160) - flake8 plugin to run black for checking Python coding style. MIT
+
+- [GitHub](https://github.com/peterjc/flake8-black) (👨💻 10 · 🔀 11 · 📦 7.1K · 📋 29 - 20% open · ⏱️ 04.09.2023):
+
+ ```
+ git clone https://github.com/peterjc/flake8-black
+ ```
+- [PyPi](https://pypi.org/project/flake8-black) (📥 920K / month · 📦 260 · ⏱️ 20.12.2022):
+ ```
+ pip install flake8-black
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-black) (📥 450K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge flake8-black
+ ```
+flake8-builtins (🥉25 · ⭐ 100 · 💤) - Check for python builtins being used as variables or.. ❗️GPL-2.0
+
+- [GitHub](https://github.com/gforcada/flake8-builtins) (👨💻 17 · 🔀 21 · 📦 9.5K · 📋 44 - 4% open · ⏱️ 22.12.2022):
+
+ ```
+ git clone https://github.com/gforcada/flake8-builtins
+ ```
+- [PyPi](https://pypi.org/project/flake8-builtins) (📥 610K / month · 📦 490 · ⏱️ 22.12.2022):
+ ```
+ pip install flake8-builtins
+ ```
+- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (📥 220K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge flake8-builtins
+ ```
+flake8-import-order (🥉24 · ⭐ 270 · 💤) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
+
+- [GitHub](https://github.com/PyCQA/flake8-import-order) (👨💻 46 · 🔀 71 · 📋 100 - 11% open · ⏱️ 10.12.2022):
```
git clone https://github.com/PyCQA/flake8-import-order
```
-- [PyPi](https://pypi.org/project/flake8-import-order) (📥 410K / month):
+- [PyPi](https://pypi.org/project/flake8-import-order) (📥 390K / month · 📦 1.2K · ⏱️ 26.11.2022):
```
pip install flake8-import-order
```
@@ -445,6 +401,18 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge flake8-import-order
```
bellybutton (🥉18 · ⭐ 260) - Custom Python linting through AST expressions. MIT
+
+- [GitHub](https://github.com/hchasestevens/bellybutton) (👨💻 6 · 🔀 15 · 📦 40 · 📋 17 - 64% open · ⏱️ 27.07.2023):
+
+ ```
+ git clone https://github.com/hchasestevens/bellybutton
+ ```
+- [PyPi](https://pypi.org/project/bellybutton) (📥 14K / month · 📦 1 · ⏱️ 27.07.2023):
+ ```
+ pip install bellybutton
+ ```
+flake8-simplify (🥉18 · ⭐ 160) - A flake8 plugin that helps you to simplify code. MIT
- [GitHub](https://github.com/MartinThoma/flake8-simplify) (👨💻 12 · 🔀 18 · 📋 120 - 39% open · ⏱️ 30.03.2023):
@@ -461,67 +429,47 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge flake8-simplify
```
bellybutton (🥉15 · ⭐ 260) - Custom Python linting through AST expressions. MIT
+imhotep (🥉16 · ⭐ 220) - A static-analysis bot for Github. MIT
-- [GitHub](https://github.com/hchasestevens/bellybutton) (👨💻 6 · 🔀 15 · 📦 40 · 📋 14 - 57% open · ⏱️ 27.07.2023):
-
- ```
- git clone https://github.com/hchasestevens/bellybutton
- ```
-- [PyPi](https://pypi.org/project/bellybutton) (📥 12K / month):
- ```
- pip install bellybutton
- ```
-imhotep (🥉15 · ⭐ 220) - A static-analysis bot for Github. MIT
-
-- [GitHub](https://github.com/justinabrahms/imhotep) (👨💻 17 · 🔀 34 · 📦 11 · 📋 44 - 40% open · ⏱️ 17.06.2023):
+- [GitHub](https://github.com/justinabrahms/imhotep) (👨💻 17 · 🔀 36 · 📦 11 · 📋 46 - 43% open · ⏱️ 17.06.2023):
```
git clone https://github.com/justinabrahms/imhotep
```
-- [PyPi](https://pypi.org/project/imhotep) (📥 81 / month):
+- [PyPi](https://pypi.org/project/imhotep) (📥 68 / month · 📦 6 · ⏱️ 20.02.2022):
```
pip install imhotep
```
flake8-bandit (🥉15 · ⭐ 110 · 💤) - Automated security testing using bandit and flake8. MIT
+linty_fresh (🥉12 · ⭐ 180 · 💤) - Surface lint errors during code review. Apache-2 mypy
-- [GitHub](https://github.com/tylerwince/flake8-bandit) (👨💻 12 · 🔀 26 · 📋 26 - 38% open · ⏱️ 29.08.2022):
-
- ```
- git clone https://github.com/tylerwince/flake8-bandit
- ```
-- [PyPi](https://pypi.org/project/flake8-bandit) (📥 530K / month):
- ```
- pip install flake8-bandit
- ```
-linty_fresh (🥉10 · ⭐ 180 · 💤) - Surface lint errors during code review. Apache-2 mypy
-
-- [GitHub](https://github.com/lyft/linty_fresh) (👨💻 18 · 🔀 19 · 📋 5 - 80% open · ⏱️ 13.12.2022):
+- [GitHub](https://github.com/lyft/linty_fresh) (👨💻 18 · 🔀 21 · 📋 9 - 88% open · ⏱️ 13.12.2022):
```
git clone https://github.com/lyft/linty_fresh
```
-- [PyPi](https://pypi.org/project/linty-fresh) (📥 59 / month):
+- [PyPi](https://pypi.org/project/linty-fresh) (📥 47 / month · ⏱️ 12.12.2018):
```
pip install linty-fresh
```
Show 11 hidden projects...
+Show 15 hidden projects...
-- darglint (🥈28 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring.. MIT
-- coala (🥈27 · ⭐ 3.5K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
-- pep8-naming (🥈27 · ⭐ 460) - Naming Convention checker for Python. ❗Unlicensed
-- data-science-types (🥉26 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
-- Fixit (🥉22 · ⭐ 530) - Advanced Python linting framework with auto-fixes and hierarchical.. ❗Unlicensed
+- flake8 (🥇37 · ⭐ 3K · 📉) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle;.. ❗Unlicensed
+- coala (🥈28 · ⭐ 3.5K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
+- parso (🥈28 · ⭐ 560 · 📉) - A Python Parser. ❗Unlicensed
+- darglint (🥈27 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring.. MIT
+- pep8-naming (🥈27 · ⭐ 470) - Naming Convention checker for Python. ❗️Saxpath
+- pylama (🥉26 · ⭐ 1K · 💀) - Code audit tool for python. MIT
+- Fixit (🥉25 · ⭐ 540) - Advanced Python linting framework with auto-fixes and hierarchical.. ❗Unlicensed
+- data-science-types (🥉25 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
- flake8-commas (🥉21 · ⭐ 130 · 💀) - Flake8 extension for enforcing trailing commas in.. ❗Unlicensed ❗️GPL-2.0 
MIT MIT MIT ❗️GPL-2.0 MIT MIT MIT
- yala (🥉15 · ⭐ 14 · 💤) - Yet Another Linter Aggregator. MIT MIT
@@ -531,7 +479,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
pyright (🥈37 · ⭐ 11K) - Static Type Checker for Python. MIT
-- [GitHub](https://github.com/microsoft/pyright) (👨💻 97 · 🔀 1.1K · 📥 810 · 📦 600 · 📋 4.4K - 0% open · ⏱️ 31.08.2023):
+- [GitHub](https://github.com/microsoft/pyright) (👨💻 97 · 🔀 1.1K · 📥 840 · 📦 600 · 📋 4.5K - 0% open · ⏱️ 06.09.2023):
```
git clone https://github.com/Microsoft/pyright
@@ -541,38 +489,23 @@ This curated list contains 270 awesome open-source projects with a total of 890K
npm install pyright
```
pyre-check (🥉34 · ⭐ 6.5K) - Performant type-checking for python. MIT
+pyre-check (🥉33 · ⭐ 6.5K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (👨💻 250 · 🔀 410 · 📦 11 · 📋 390 - 35% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/facebook/pyre-check) (👨💻 250 · 🔀 400 · 📦 13 · 📋 360 - 31% open · ⏱️ 07.09.2023):
```
git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pyre-check) (📥 69K / month · 📦 45 · ⏱️ 14.02.2023):
+- [PyPi](https://pypi.org/project/pyre-check) (📥 68K / month):
```
pip install pyre-check
```
typeguard (🥉34 · ⭐ 1.3K) - Run-time type checker for Python. MIT
-
-- [GitHub](https://github.com/agronholm/typeguard) (👨💻 31 · 🔀 97 · 📦 17K · 📋 280 - 4% open · ⏱️ 27.08.2023):
-
- ```
- git clone https://github.com/agronholm/typeguard
- ```
-- [PyPi](https://pypi.org/project/typeguard) (📥 11M / month · 📦 1.5K · ⏱️ 26.08.2023):
- ```
- pip install typeguard
- ```
-- [Conda](https://anaconda.org/conda-forge/typeguard) (📥 380K · ⏱️ 29.08.2023):
- ```
- conda install -c conda-forge typeguard
- ```
-Show 2 hidden projects...
+Show 3 hidden projects...
- mypy (🥇42 · ⭐ 16K) - Optional static typing for Python. ❗Unlicensed
-- pytype (🥉25 · ⭐ 4.3K · 📉) - A static type analyzer for Python code. ❗Unlicensed
+- typeguard (🥉31 · ⭐ 1.3K) - Run-time type checker for Python. ❗Unlicensed
+- pytype (🥉25 · ⭐ 4.3K) - A static type analyzer for Python code. ❗Unlicensed
@@ -582,7 +515,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
black (🥇46 · ⭐ 33K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (👨💻 390 · 🔀 2.1K · 📥 48K · 📦 410K · 📋 2.4K - 15% open · ⏱️ 26.08.2023):
+- [GitHub](https://github.com/psf/black) (👨💻 390 · 🔀 2.1K · 📥 49K · 📦 410K · 📋 2.4K - 15% open · ⏱️ 07.09.2023):
```
git clone https://github.com/psf/black
@@ -598,7 +531,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
yapf (🥈41 · ⭐ 13K) - A formatter for Python files. Apache-2
-- [GitHub](https://github.com/google/yapf) (👨💻 150 · 🔀 900 · 📦 82K · 📋 800 - 45% open · ⏱️ 28.08.2023):
+- [GitHub](https://github.com/google/yapf) (👨💻 150 · 🔀 900 · 📦 82K · 📋 800 - 45% open · ⏱️ 04.09.2023):
```
git clone https://github.com/google/yapf
@@ -614,12 +547,12 @@ This curated list contains 270 awesome open-source projects with a total of 890K
isort (🥈40 · ⭐ 6K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (👨💻 290 · 🔀 520 · 📦 410K · 📋 1.2K - 13% open · ⏱️ 20.08.2023):
+- [GitHub](https://github.com/PyCQA/isort) (👨💻 290 · 🔀 540 · 📦 410K · 📋 1.2K - 14% open · ⏱️ 20.08.2023):
```
git clone https://github.com/PyCQA/isort
```
-- [PyPi](https://pypi.org/project/isort) (📥 27M / month):
+- [PyPi](https://pypi.org/project/isort) (📥 26M / month · 📦 18K · ⏱️ 31.01.2023):
```
pip install isort
```
@@ -635,7 +568,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
git clone https://github.com/hhatto/autopep8
```
-- [PyPi](https://pypi.org/project/autopep8) (📥 3.4M / month · 📦 5.9K · ⏱️ 26.08.2023):
+- [PyPi](https://pypi.org/project/autopep8) (📥 3.5M / month · 📦 5.9K · ⏱️ 26.08.2023):
```
pip install autopep8
```
@@ -651,23 +584,23 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (📥 310K / month · 📦 140 · ⏱️ 12.07.2023):
+- [PyPi](https://pypi.org/project/docformatter) (📥 310K / month · 📦 150 · ⏱️ 12.07.2023):
```
pip install docformatter
```
-- [Conda](https://anaconda.org/conda-forge/docformatter) (📥 89K · ⏱️ 18.07.2023):
+- [Conda](https://anaconda.org/conda-forge/docformatter) (📥 90K · ⏱️ 18.07.2023):
```
conda install -c conda-forge docformatter
```
autoimport (🥉18 · ⭐ 76) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0
+autoimport (🥉15 · ⭐ 77) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0
-- [GitHub](https://github.com/lyz-code/autoimport) (👨💻 14 · 🔀 21 · 📦 110 · 📋 41 - 24% open · ⏱️ 28.08.2023):
+- [GitHub](https://github.com/lyz-code/autoimport) (👨💻 14 · 🔀 17 · 📦 110 · 📋 42 - 23% open · ⏱️ 28.08.2023):
```
git clone https://github.com/lyz-code/autoimport
```
-- [PyPi](https://pypi.org/project/autoimport) (📥 3.1K / month · 📦 6 · ⏱️ 08.02.2023):
+- [PyPi](https://pypi.org/project/autoimport) (📥 3.2K / month):
```
pip install autoimport
```
@@ -682,46 +615,30 @@ This curated list contains 270 awesome open-source projects with a total of 890K
-vulture (🥇33 · ⭐ 2.7K) - Find dead Python code. MIT
+rope (🥇34 · ⭐ 1.7K) - a python refactoring library. ❗️LGPL-3.0
-- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 36 · 🔀 120 · 📦 4K · 📋 180 - 8% open · ⏱️ 31.08.2023):
-
- ```
- git clone https://github.com/jendrikseipp/vulture
- ```
-- [PyPi](https://pypi.org/project/vulture) (📥 540K / month):
- ```
- pip install vulture
- ```
-- [Conda](https://anaconda.org/conda-forge/vulture) (📥 74K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge vulture
- ```
-rope (🥈31 · ⭐ 1.7K) - a python refactoring library. ❗️LGPL-3.0
-
-- [GitHub](https://github.com/python-rope/rope) (👨💻 77 · 🔀 140 · 📦 67K · 📋 310 - 24% open · ⏱️ 29.06.2023):
+- [GitHub](https://github.com/python-rope/rope) (👨💻 77 · 🔀 160 · 📦 67K · 📋 310 - 25% open · ⏱️ 29.06.2023):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (📥 750K / month):
+- [PyPi](https://pypi.org/project/rope) (📥 740K / month · 📦 1.6K · ⏱️ 20.07.2023):
```
pip install rope
```
-- [Conda](https://anaconda.org/conda-forge/rope) (📥 1.2M · ⏱️ 29.06.2023):
+- [Conda](https://anaconda.org/conda-forge/rope) (📥 1.3M · ⏱️ 29.06.2023):
```
conda install -c conda-forge rope
```
pyupgrade (🥈28 · ⭐ 2.8K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
+pyupgrade (🥈33 · ⭐ 2.8K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
-- [GitHub](https://github.com/asottile/pyupgrade) (👨💻 34 · 🔀 150 · 📋 390 - 3% open · ⏱️ 29.08.2023):
+- [GitHub](https://github.com/asottile/pyupgrade) (👨💻 34 · 🔀 160 · 📋 390 - 4% open · ⏱️ 05.09.2023):
```
git clone https://github.com/asottile/pyupgrade
```
-- [PyPi](https://pypi.org/project/pyupgrade) (📥 450K / month):
+- [PyPi](https://pypi.org/project/pyupgrade) (📥 460K / month · 📦 160 · ⏱️ 30.07.2023):
```
pip install pyupgrade
```
@@ -730,30 +647,62 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge pyupgrade
```
autoflake (🥈24 · ⭐ 800) - Removes unused imports and unused variables as reported by pyflakes. MIT
+vulture (🥈33 · ⭐ 2.7K) - Find dead Python code. MIT
-- [GitHub](https://github.com/PyCQA/autoflake) (👨💻 37 · 🔀 74 · 📋 110 - 34% open · ⏱️ 26.08.2023):
+- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 36 · 🔀 140 · 📦 4K · 📋 190 - 10% open · ⏱️ 31.08.2023):
+
+ ```
+ git clone https://github.com/jendrikseipp/vulture
+ ```
+- [PyPi](https://pypi.org/project/vulture) (📥 580K / month · 📦 260 · ⏱️ 21.08.2023):
+ ```
+ pip install vulture
+ ```
+- [Conda](https://anaconda.org/conda-forge/vulture) (📥 74K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge vulture
+ ```
+autoflake (🥈28 · ⭐ 800) - Removes unused imports and unused variables as reported by pyflakes. MIT
+
+- [GitHub](https://github.com/PyCQA/autoflake) (👨💻 37 · 🔀 77 · 📋 110 - 33% open · ⏱️ 07.09.2023):
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (📥 1.6M / month):
+- [PyPi](https://pypi.org/project/autoflake) (📥 1.6M / month · 📦 730 · ⏱️ 01.09.2023):
```
pip install autoflake
```
-- [Conda](https://anaconda.org/conda-forge/autoflake) (📥 490K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/autoflake) (📥 500K · ⏱️ 16.06.2023):
```
conda install -c conda-forge autoflake
```
Bowler (🥉22 · ⭐ 1.5K · 💤) - Safe code refactoring for modern Python. MIT
+MonkeyType (🥈24 · ⭐ 4.3K) - A Python library that generates static type annotations by.. BSD-3
-- [GitHub](https://github.com/facebookincubator/Bowler) (👨💻 27 · 🔀 92 · 📋 72 - 52% open · ⏱️ 20.01.2023):
+- [GitHub](https://github.com/Instagram/MonkeyType) (👨💻 45 · 🔀 160 · 📋 170 - 23% open · ⏱️ 27.07.2023):
+
+ ```
+ git clone https://github.com/Instagram/MonkeyType
+ ```
+- [PyPi](https://pypi.org/project/monkeytype) (📥 50K / month · 📦 26 · ⏱️ 18.02.2022):
+ ```
+ pip install monkeytype
+ ```
+- [Conda](https://anaconda.org/conda-forge/monkeytype) (📥 54K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge monkeytype
+ ```
+Bowler (🥈24 · ⭐ 1.5K · 💤) - Safe code refactoring for modern Python. MIT
+
+- [GitHub](https://github.com/facebookincubator/Bowler) (👨💻 27 · 🔀 96 · 📋 78 - 56% open · ⏱️ 20.01.2023):
```
git clone https://github.com/facebookincubator/Bowler
```
-- [PyPi](https://pypi.org/project/bowler) (📥 93K / month):
+- [PyPi](https://pypi.org/project/bowler) (📥 90K / month · 📦 13 · ⏱️ 17.09.2020):
```
pip install bowler
```
@@ -762,69 +711,53 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge bowler
```
unimport (🥉19 · ⭐ 230) - The ultimate linter and formatter for removing unused import statements.. MIT
+add-trailing-comma (🥉23 · ⭐ 310) - A tool (and pre-commit hook) to automatically add trailing.. MIT
+
+- [GitHub](https://github.com/asottile/add-trailing-comma) (👨💻 11 · 🔀 21 · ⏱️ 05.09.2023):
+
+ ```
+ git clone https://github.com/asottile/add-trailing-comma
+ ```
+- [PyPi](https://pypi.org/project/add-trailing-comma) (📥 26K / month · 📦 21 · ⏱️ 30.08.2023):
+ ```
+ pip install add-trailing-comma
+ ```
+unimport (🥉20 · ⭐ 230) - The ultimate linter and formatter for removing unused import statements.. MIT
- [GitHub](https://github.com/hakancelikdev/unimport) (👨💻 15 · 🔀 21 · 📋 110 - 9% open · ⏱️ 07.07.2023):
```
git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/unimport) (📥 14K / month):
+- [PyPi](https://pypi.org/project/unimport) (📥 14K / month · 📦 3 · ⏱️ 29.01.2022):
```
pip install unimport
```
add-trailing-comma (🥉17 · ⭐ 310) - A tool (and pre-commit hook) to automatically add trailing.. MIT
-
-- [GitHub](https://github.com/asottile/add-trailing-comma) (👨💻 11 · 🔀 20 · ⏱️ 30.08.2023):
-
- ```
- git clone https://github.com/asottile/add-trailing-comma
- ```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (📥 25K / month):
- ```
- pip install add-trailing-comma
- ```
-com2ann (🥉17 · ⭐ 140) - Tool for translation type comments to type annotations in Python. MIT
+com2ann (🥉15 · ⭐ 130) - Tool for translation type comments to type annotations in Python. MIT
- [GitHub](https://github.com/ilevkivskyi/com2ann) (👨💻 7 · 🔀 11 · 📦 47 · 📋 28 - 25% open · ⏱️ 29.08.2023):
```
git clone https://github.com/ilevkivskyi/com2ann
```
-- [PyPi](https://pypi.org/project/com2ann) (📥 18K / month):
+- [PyPi](https://pypi.org/project/com2ann) (📦 2 · ⏱️ 21.08.2021):
```
pip install com2ann
```
retype (🥉13 · ⭐ 130 · 💤) - Re-apply type annotations from .pyi stubs to your codebase. MIT
-
-- [GitHub](https://github.com/ambv/retype) (👨💻 9 · 🔀 17 · ⏱️ 14.08.2022):
-
- ```
- git clone https://github.com/ambv/retype
- ```
-- [PyPi](https://pypi.org/project/retype) (📥 420 / month):
- ```
- pip install retype
- ```
-- [Conda](https://anaconda.org/conda-forge/retype) (📥 24K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge retype
- ```
-Show 9 hidden projects...
- jedi (🥇38 · ⭐ 5.5K) - Awesome autocompletion, static analysis and refactoring library for.. ❗Unlicensed
-- eradicate (🥈25 · ⭐ 190) - Removes commented-out code from Python files. ❗Unlicensed
-- redbaron (🥈23 · ⭐ 670 · 💀) - Bottom-up approach to refactoring in python. ❗Unlicensed
-- baron (🥉22 · ⭐ 280 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0
-- MonkeyType (🥉19 · ⭐ 4.3K) - A Python library that generates static type annotations by.. ❗Unlicensed
-- pyannotate (🥉19 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2
-- unify (🥉19 · ⭐ 86 · 💀) - Modifies strings to all use the same quote where possible. MIT
-- pep8ify (🥉14 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
-- massedit (🥉14 · ⭐ 110 · 💀) - Programmatically edit text files with Python. Useful for source to.. MIT
+- redbaron (🥈24 · ⭐ 670 · 💀) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0
+- eradicate (🥈24 · ⭐ 190) - Removes commented-out code from Python files. ❗️Saxpath
+- baron (🥉23 · ⭐ 280 · 💀) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0
+- pyannotate (🥉21 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2
+- unify (🥉20 · ⭐ 88 · 💀) - Modifies strings to all use the same quote where possible. MIT
+- pep8ify (🥉16 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8. Apache-2
+- massedit (🥉15 · ⭐ 110 · 💀) - Programmatically edit text files with Python. Useful for source to.. MIT
+- retype (🥉14 · ⭐ 130 · 💀) - Re-apply type annotations from .pyi stubs to your codebase. MIT
@@ -832,14 +765,14 @@ This curated list contains 270 awesome open-source projects with a total of 890K
-bandit (🥇38 · ⭐ 5.4K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
+bandit (🥇35 · ⭐ 5.4K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (👨💻 170 · 🔀 530 · 📥 720 · 📦 44K · 📋 620 - 26% open · ⏱️ 18.08.2023):
+- [GitHub](https://github.com/PyCQA/bandit) (👨💻 170 · 🔀 550 · 📥 730 · 📦 44K · 📋 650 - 29% open · ⏱️ 18.08.2023):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (📥 3.3M / month):
+- [PyPi](https://pypi.org/project/bandit) (📥 3.2M / month · 📦 1.8K · ⏱️ 10.03.2023):
```
pip install bandit
```
@@ -850,19 +783,31 @@ This curated list contains 270 awesome open-source projects with a total of 890K
sqlmap (🥈33 · ⭐ 28K) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0
-- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨💻 130 · 🔀 5.4K · 📦 11 · 📋 5K - 1% open · ⏱️ 31.08.2023):
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (👨💻 130 · 🔀 5.4K · 📦 13 · 📋 5K - 1% open · ⏱️ 07.09.2023):
```
git clone https://github.com/sqlmapproject/sqlmap
```
-- [PyPi](https://pypi.org/project/sqlmap) (📥 9.5K / month · 📦 9 · ⏱️ 01.08.2023):
+- [PyPi](https://pypi.org/project/sqlmap) (📥 9.4K / month · 📦 9 · ⏱️ 04.09.2023):
```
pip install sqlmap
```
detect-secrets (🥉28 · ⭐ 3.2K) - An enterprise friendly way of detecting and preventing.. Apache-2
+
+- [GitHub](https://github.com/Yelp/detect-secrets) (👨💻 73 · 🔀 380 · 📋 320 - 37% open · ⏱️ 11.04.2023):
+
+ ```
+ git clone https://github.com/Yelp/detect-secrets
+ ```
+- [PyPi](https://pypi.org/project/detect-secrets) (📥 370K / month · 📦 35 · ⏱️ 26.07.2020):
+ ```
+ pip install detect-secrets
+ ```
+safety (🥉28 · ⭐ 1.5K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
-- [GitHub](https://github.com/pyupio/safety) (👨💻 41 · 🔀 130 · 📥 380K · 📦 29 · 📋 170 - 31% open · ⏱️ 29.05.2023):
+- [GitHub](https://github.com/pyupio/safety) (👨💻 41 · 🔀 130 · 📥 380K · 📦 29 · 📋 180 - 34% open · ⏱️ 29.05.2023):
```
git clone https://github.com/pyupio/safety
@@ -876,19 +821,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge safety
```
detect-secrets (🥉26 · ⭐ 3.2K) - An enterprise friendly way of detecting and preventing.. Apache-2
-
-- [GitHub](https://github.com/Yelp/detect-secrets) (👨💻 73 · 🔀 330 · 📋 290 - 31% open · ⏱️ 11.04.2023):
-
- ```
- git clone https://github.com/Yelp/detect-secrets
- ```
-- [PyPi](https://pypi.org/project/detect-secrets) (📥 370K / month):
- ```
- pip install detect-secrets
- ```
-dlint (🥉22 · ⭐ 160 · 📈) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
+dlint (🥉21 · ⭐ 160) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
- [GitHub](https://github.com/dlint-py/dlint) (👨💻 16 · 🔀 16 · 📋 45 - 53% open · ⏱️ 10.04.2023):
@@ -899,16 +832,16 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
pip install dlint
```
-- [Conda](https://anaconda.org/conda-forge/dlint) (📥 3.5K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/dlint) (📥 3.6K · ⏱️ 16.06.2023):
```
conda install -c conda-forge dlint
```
Show 3 hidden projects...
-- pyarmor (🥈33 · ⭐ 2.4K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗Unlicensed
+- pyarmor (🥈34 · ⭐ 2.4K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗️SGI-B-2.0
- pyt (🥉23 · ⭐ 2.1K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0
-- dodgy (🥉22 · ⭐ 110 · 💀) - Looks at Python code to search for things which look dodgy such as.. MIT
+- dodgy (🥉21 · ⭐ 110 · 💀) - Looks at Python code to search for things which look dodgy such as.. MIT
@@ -918,39 +851,39 @@ This curated list contains 270 awesome open-source projects with a total of 890K
pipenv (🥇46 · ⭐ 24K) - Python Development Workflow for Humans. MIT
-- [GitHub](https://github.com/pypa/pipenv) (👨💻 480 · 🔀 1.9K · 📦 110K · 📋 4K - 4% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/pypa/pipenv) (👨💻 480 · 🔀 1.9K · 📦 110K · 📋 4.1K - 4% open · ⏱️ 07.09.2023):
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (📥 10M / month · 📦 1.3K · ⏱️ 29.08.2023):
+- [PyPi](https://pypi.org/project/pipenv) (📥 11M / month · 📦 1.3K · ⏱️ 01.09.2023):
```
pip install pipenv
```
-- [Conda](https://anaconda.org/conda-forge/pipenv) (📥 120K · ⏱️ 29.08.2023):
+- [Conda](https://anaconda.org/conda-forge/pipenv) (📥 130K · ⏱️ 01.09.2023):
```
conda install -c conda-forge pipenv
```
virtualenv (🥈41 · ⭐ 4.5K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (👨💻 260 · 🔀 1K · 📦 310K · 📋 1.3K - 1% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/pypa/virtualenv) (👨💻 260 · 🔀 1K · 📦 310K · 📋 1.3K - 1% open · ⏱️ 06.09.2023):
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (📥 88M / month · 📦 18K · ⏱️ 30.08.2023):
+- [PyPi](https://pypi.org/project/virtualenv) (📥 91M / month · 📦 18K · ⏱️ 30.08.2023):
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 5.1M · ⏱️ 30.08.2023):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 5.2M · ⏱️ 30.08.2023):
```
conda install -c conda-forge virtualenv
```
pyenv (🥈35 · ⭐ 33K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (👨💻 420 · 🔀 2.8K · 📦 11 · 📋 1.6K - 1% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/pyenv/pyenv) (👨💻 420 · 🔀 2.8K · 📦 13 · 📋 1.6K - 1% open · ⏱️ 07.09.2023):
```
git clone https://github.com/pyenv/pyenv
@@ -960,38 +893,14 @@ This curated list contains 270 awesome open-source projects with a total of 890K
pip install pyenv
```
nodeenv (🥈34 · ⭐ 1.6K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3
-
-- [GitHub](https://github.com/ekalinin/nodeenv) (👨💻 91 · 🔀 180 · 📦 56K · 📋 190 - 29% open · ⏱️ 12.05.2023):
-
- ```
- git clone https://github.com/ekalinin/nodeenv
- ```
-- [PyPi](https://pypi.org/project/nodeenv) (📥 14M / month · 📦 940 · ⏱️ 12.05.2023):
- ```
- pip install nodeenv
- ```
-- [Conda](https://anaconda.org/conda-forge/nodeenv) (📥 3M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge nodeenv
- ```
-pyenv-virtualenv (🥉22 · ⭐ 5.7K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
-- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (👨💻 58 · 🔀 370 · 📦 11 · 📋 330 - 32% open · ⏱️ 26.06.2023):
+- [GitHub](https://github.com/pyenv/pyenv-virtualenv) (👨💻 58 · 🔀 370 · 📦 13 · 📋 330 - 32% open · ⏱️ 26.06.2023):
```
git clone https://github.com/pyenv/pyenv-virtualenv
```
pyenv-installer (🥉16 · ⭐ 3.7K) - This tool is used to install `pyenv` and friends. MIT
-
-- [GitHub](https://github.com/pyenv/pyenv-installer) (👨💻 39 · 🔀 400 · 📋 79 - 7% open · ⏱️ 10.06.2023):
-
- ```
- git clone https://github.com/pyenv/pyenv-installer
- ```
-dh-virtualenv (🥉16 · ⭐ 1.6K · 💤) - Python virtualenvs in Debian packages. ❗️GPL-2.0
- [GitHub](https://github.com/spotify/dh-virtualenv) (👨💻 60 · 🔀 180 · 📋 200 - 15% open · ⏱️ 03.01.2023):
@@ -1000,6 +909,14 @@ This curated list contains 270 awesome open-source projects with a total of 890K
git clone https://github.com/spotify/dh-virtualenv
```
pyenv-installer (🥉15 · ⭐ 3.7K) - This tool is used to install `pyenv` and friends. MIT
+
+- [GitHub](https://github.com/pyenv/pyenv-installer) (👨💻 39 · 🔀 400 · 📋 79 - 7% open · ⏱️ 10.06.2023):
+
+ ```
+ git clone https://github.com/pyenv/pyenv-installer
+ ```
+freshenv (🥉12 · ⭐ 170 · 💤) - Provision, share, manage local and cloud developer environments. MPL-2.0
- [GitHub](https://github.com/raiyanyahya/freshenv) (👨💻 3 · 🔀 3 · 📋 5 - 40% open · ⏱️ 06.11.2022):
@@ -1007,7 +924,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
git clone https://github.com/raiyanyahya/freshenv
```
-- [PyPi](https://pypi.org/project/freshenv) (📥 29 / month · ⏱️ 06.11.2022):
+- [PyPi](https://pypi.org/project/freshenv) (📥 120 / month · ⏱️ 06.11.2022):
```
pip install freshenv
```
@@ -1016,10 +933,11 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c raiyanyahya freshenv
```
Show 2 hidden projects...
+Show 3 hidden projects...
-- vex (🥉16 · ⭐ 370 · 💀) - Run a command in the named virtualenv. MIT
-- pipenv-pipes (🥉10 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT
+- nodeenv (🥈32 · ⭐ 1.6K) - Virtual environment for Node.js & integrator with virtualenv. ❗Unlicensed
+- vex (🥉18 · ⭐ 370 · 💀) - Run a command in the named virtualenv. MIT
+- pipenv-pipes (🥉12 · ⭐ 130 · 💀) - A PipEnv Environment Switcher. MIT
@@ -1027,30 +945,30 @@ This curated list contains 270 awesome open-source projects with a total of 890K
-pip (🥇47 · ⭐ 8.9K) - The Python package installer. MIT
+pip (🥇44 · ⭐ 8.9K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (👨💻 740 · 🔀 3K · 📦 150K · 📋 7K - 14% open · ⏱️ 31.08.2023):
+- [GitHub](https://github.com/pypa/pip) (👨💻 740 · 🔀 2.8K · 📦 150K · 📋 6.9K - 13% open · ⏱️ 07.09.2023):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (📥 180M / month · 📦 11K · ⏱️ 22.07.2023):
+- [PyPi](https://pypi.org/project/pip) (📥 170M / month):
```
pip install pip
```
-- [Conda](https://anaconda.org/conda-forge/pip) (📥 88M · ⏱️ 22.07.2023):
+- [Conda](https://anaconda.org/conda-forge/pip) (📥 89M · ⏱️ 22.07.2023):
```
conda install -c conda-forge pip
```
conda (🥇43 · ⭐ 5.7K) - A system-level, binary package and environment manager running on all.. BSD-3
-- [GitHub](https://github.com/conda/conda) (👨💻 440 · 🔀 1.4K · 📦 43K · 📋 9.3K - 8% open · ⏱️ 31.08.2023):
+- [GitHub](https://github.com/conda/conda) (👨💻 440 · 🔀 1.4K · 📦 43K · 📋 9.3K - 8% open · ⏱️ 05.09.2023):
```
git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/conda) (📥 80K / month · 📦 1.1K · ⏱️ 22.04.2017):
+- [PyPi](https://pypi.org/project/conda) (📥 78K / month · 📦 1.1K · ⏱️ 22.04.2017):
```
pip install conda
```
@@ -1059,57 +977,57 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge conda
```
pip-tools (🥈39 · ⭐ 7K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
+poetry (🥈40 · ⭐ 26K) - Python packaging and dependency management made easy. MIT
-- [GitHub](https://github.com/jazzband/pip-tools) (👨💻 200 · 🔀 590 · 📦 22K · 📋 1K - 14% open · ⏱️ 23.08.2023):
-
- ```
- git clone https://github.com/jazzband/pip-tools
- ```
-- [PyPi](https://pypi.org/project/pip-tools) (📥 10M / month · 📦 2.4K · ⏱️ 08.08.2023):
- ```
- pip install pip-tools
- ```
-- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 110K · ⏱️ 09.08.2023):
- ```
- conda install -c conda-forge pip-tools
- ```
-poetry (🥈36 · ⭐ 26K) - Python packaging and dependency management made easy. MIT
-
-- [GitHub](https://github.com/python-poetry/poetry) (👨💻 480 · 🔀 2K · 📥 15M · 📋 5.2K - 10% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/python-poetry/poetry) (👨💻 480 · 🔀 2K · 📥 15M · 📋 5.3K - 11% open · ⏱️ 06.09.2023):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (📥 20M / month):
+- [PyPi](https://pypi.org/project/poetry) (📥 21M / month · 📦 290 · ⏱️ 21.08.2023):
```
pip install poetry
```
-- [Conda](https://anaconda.org/conda-forge/poetry) (📥 980K · ⏱️ 21.08.2023):
+- [Conda](https://anaconda.org/conda-forge/poetry) (📥 990K · ⏱️ 21.08.2023):
```
conda install -c conda-forge poetry
```
PDM (🥈34 · ⭐ 5.1K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
+pip-tools (🥈39 · ⭐ 7.1K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/pdm-project/pdm) (👨💻 130 · 🔀 240 · 📥 4 · 📦 170 · 📋 1.2K - 2% open · ⏱️ 31.08.2023):
+- [GitHub](https://github.com/jazzband/pip-tools) (👨💻 200 · 🔀 510 · 📦 22K · 📋 980 - 13% open · ⏱️ 05.09.2023):
+
+ ```
+ git clone https://github.com/jazzband/pip-tools
+ ```
+- [PyPi](https://pypi.org/project/pip-tools) (📥 9.9M / month):
+ ```
+ pip install pip-tools
+ ```
+- [Conda](https://anaconda.org/conda-forge/pip-tools) (📥 120K · ⏱️ 09.08.2023):
+ ```
+ conda install -c conda-forge pip-tools
+ ```
+PDM (🥈33 · ⭐ 5.2K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
+
+- [GitHub](https://github.com/pdm-project/pdm) (👨💻 130 · 🔀 240 · 📥 4 · 📦 170 · 📋 1.2K - 2% open · ⏱️ 07.09.2023):
```
git clone https://github.com/pdm-project/pdm
```
-- [PyPi](https://pypi.org/project/pdm) (📥 430K / month · 📦 43 · ⏱️ 31.08.2023):
+- [PyPi](https://pypi.org/project/pdm) (📥 430K / month):
```
pip install pdm
```
-- [Conda](https://anaconda.org/conda-forge/pdm) (📥 180K · ⏱️ 07.08.2023):
+- [Conda](https://anaconda.org/conda-forge/pdm) (📥 190K · ⏱️ 03.09.2023):
```
conda install -c conda-forge pdm
```
pipx (🥉33 · ⭐ 6.8K) - Install and Run Python Applications in Isolated Environments. MIT
+pipx (🥉32 · ⭐ 6.9K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (👨💻 100 · 🔀 280 · 📥 9.9K · 📦 1.4K · 📋 580 - 19% open · ⏱️ 29.08.2023):
+- [GitHub](https://github.com/pypa/pipx) (👨💻 100 · 🔀 290 · 📥 11K · 📦 1.4K · 📋 580 - 19% open · ⏱️ 05.09.2023):
```
git clone https://github.com/pypa/pipx
@@ -1123,14 +1041,14 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge pipx
```
pipreqs (🥉33 · ⭐ 5.3K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
+pipreqs (🥉32 · ⭐ 5.4K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
- [GitHub](https://github.com/bndr/pipreqs) (👨💻 59 · 🔀 360 · 📦 22K · 📋 280 - 64% open · ⏱️ 14.04.2023):
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (📥 460K / month · 📦 380 · ⏱️ 14.04.2023):
+- [PyPi](https://pypi.org/project/pipreqs) (📥 430K / month · 📦 380 · ⏱️ 14.04.2023):
```
pip install pipreqs
```
@@ -1141,24 +1059,24 @@ This curated list contains 270 awesome open-source projects with a total of 890K
mamba (🥉28 · ⭐ 5.1K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (👨💻 130 · 🔀 290 · 📋 1.6K - 33% open · ⏱️ 31.08.2023):
+- [GitHub](https://github.com/mamba-org/mamba) (👨💻 130 · 🔀 290 · 📋 1.6K - 33% open · ⏱️ 07.09.2023):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (📥 8.7M · ⏱️ 24.08.2023):
+- [Conda](https://anaconda.org/conda-forge/mamba) (📥 8.8M · ⏱️ 05.09.2023):
```
conda install -c conda-forge mamba
```
pip-run (🥉18 · ⭐ 100) - pip-run - dynamic dependency loader for Python. MIT
+pip-run (🥉18 · ⭐ 110) - pip-run - dynamic dependency loader for Python. MIT
-- [GitHub](https://github.com/jaraco/pip-run) (👨💻 16 · 🔀 14 · 📋 64 - 6% open · ⏱️ 26.08.2023):
+- [GitHub](https://github.com/jaraco/pip-run) (👨💻 16 · 🔀 16 · 📋 64 - 6% open · ⏱️ 02.09.2023):
```
git clone https://github.com/jaraco/pip-run
```
-- [PyPi](https://pypi.org/project/pip-run) (📥 5.9K / month):
+- [PyPi](https://pypi.org/project/pip-run) (📥 5.3K / month):
```
pip install pip-run
```
@@ -1166,7 +1084,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
Show 2 hidden projects...
- dephell (🥉25 · ⭐ 1.8K · 💀) - Python project management. Manage packages: convert between formats,.. MIT
-- pyflow (🥉21 · ⭐ 1.3K · 💀) - An installation and dependency system for Python. MIT
+- pyflow (🥉22 · ⭐ 1.3K · 💀) - An installation and dependency system for Python. MIT
@@ -1176,21 +1094,33 @@ This curated list contains 270 awesome open-source projects with a total of 890K
prospector (🥇33 · ⭐ 1.8K) - Inspects Python source files and provides information about.. ❗️GPL-2.0
-- [GitHub](https://github.com/landscapeio/prospector) (👨💻 89 · 🔀 170 · 📦 4.4K · 📋 360 - 14% open · ⏱️ 11.08.2023):
+- [GitHub](https://github.com/landscapeio/prospector) (👨💻 89 · 🔀 170 · 📦 4.4K · 📋 360 - 14% open · ⏱️ 06.09.2023):
```
git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/prospector) (📥 840K / month · 📦 690 · ⏱️ 25.05.2023):
+- [PyPi](https://pypi.org/project/prospector) (📥 790K / month · 📦 690 · ⏱️ 25.05.2023):
```
pip install prospector
```
-- [Conda](https://anaconda.org/conda-forge/prospector) (📥 85K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/prospector) (📥 86K · ⏱️ 16.06.2023):
```
conda install -c conda-forge prospector
```
mccabe (🥈30 · ⭐ 590) - McCabe complexity checker for Python. ❗️Saxpath
+wily (🥈29 · ⭐ 1.1K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
+
+- [GitHub](https://github.com/tonybaloney/wily) (👨💻 24 · 🔀 56 · 📦 190 · 📋 100 - 31% open · ⏱️ 06.09.2023):
+
+ ```
+ git clone https://github.com/tonybaloney/wily
+ ```
+- [PyPi](https://pypi.org/project/wily) (📥 13K / month · 📦 9 · ⏱️ 14.10.2018):
+ ```
+ pip install wily
+ ```
+mccabe (🥈29 · ⭐ 590) - McCabe complexity checker for Python. ❗️Saxpath
- [GitHub](https://github.com/PyCQA/mccabe) (👨💻 23 · 🔀 56 · 📦 390K · 📋 53 - 26% open · ⏱️ 19.06.2023):
@@ -1206,34 +1136,22 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge mccabe
```
radon (🥈29 · ⭐ 1.5K) - Various code metrics for Python code. MIT
+radon (🥉28 · ⭐ 1.5K) - Various code metrics for Python code. MIT
-- [GitHub](https://github.com/rubik/radon) (👨💻 56 · 🔀 100 · 📦 4.3K · 📋 170 - 12% open · ⏱️ 18.06.2023):
+- [GitHub](https://github.com/rubik/radon) (👨💻 56 · 🔀 110 · 📦 4.3K · 📋 170 - 13% open · ⏱️ 18.06.2023):
```
git clone https://github.com/rubik/radon
```
-- [PyPi](https://pypi.org/project/radon) (📥 420K / month · 📦 630 · ⏱️ 26.03.2023):
+- [PyPi](https://pypi.org/project/radon) (📥 420K / month · 📦 640 · ⏱️ 26.03.2023):
```
pip install radon
```
-- [Conda](https://anaconda.org/conda-forge/radon) (📥 63K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/radon) (📥 64K · ⏱️ 16.06.2023):
```
conda install -c conda-forge radon
```
wily (🥈29 · ⭐ 1.1K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
-
-- [GitHub](https://github.com/tonybaloney/wily) (👨💻 24 · 🔀 56 · 📦 190 · 📋 100 - 32% open · ⏱️ 25.08.2023):
-
- ```
- git clone https://github.com/tonybaloney/wily
- ```
-- [PyPi](https://pypi.org/project/wily) (📥 12K / month · 📦 9 · ⏱️ 14.10.2018):
- ```
- pip install wily
- ```
-xenon (🥉24 · ⭐ 220) - Monitoring tool based on radon. MIT
- [GitHub](https://github.com/rubik/xenon) (👨💻 10 · 🔀 20 · 📦 1.1K · 📋 36 - 22% open · ⏱️ 12.08.2023):
@@ -1250,14 +1168,14 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge xenon
```
cohesion (🥉17 · ⭐ 200) - A tool for measuring Python class cohesion. ❗️GPL-3.0
+cohesion (🥉15 · ⭐ 200) - A tool for measuring Python class cohesion. ❗️GPL-3.0
- [GitHub](https://github.com/mschwager/cohesion) (👨💻 3 · 🔀 4 · 📋 17 - 29% open · ⏱️ 08.03.2023):
```
git clone https://github.com/mschwager/cohesion
```
-- [PyPi](https://pypi.org/project/cohesion) (📥 7.4K / month · 📦 11 · ⏱️ 10.07.2019):
+- [PyPi](https://pypi.org/project/cohesion) (📥 7.2K / month · 📦 11 · ⏱️ 10.07.2019):
```
pip install cohesion
```
@@ -1279,7 +1197,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
git clone https://github.com/Textualize/rich
```
-- [PyPi](https://pypi.org/project/rich) (📥 32M / month · 📦 4.6K · ⏱️ 01.08.2023):
+- [PyPi](https://pypi.org/project/rich) (📥 31M / month · 📦 4.6K · ⏱️ 01.08.2023):
```
pip install rich
```
@@ -1290,12 +1208,12 @@ This curated list contains 270 awesome open-source projects with a total of 890K
tqdm (🥇43 · ⭐ 26K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-- [GitHub](https://github.com/tqdm/tqdm) (👨💻 110 · 🔀 1.2K · 📥 11K · 📦 540K · 📋 930 - 37% open · ⏱️ 10.08.2023):
+- [GitHub](https://github.com/tqdm/tqdm) (👨💻 110 · 🔀 1.2K · 📥 11K · 📦 540K · 📋 930 - 38% open · ⏱️ 10.08.2023):
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (📥 69M / month):
+- [PyPi](https://pypi.org/project/tqdm) (📥 72M / month):
```
pip install tqdm
```
@@ -1310,60 +1228,60 @@ This curated list contains 270 awesome open-source projects with a total of 890K
sentry-sdk (🥇39 · ⭐ 1.6K) - The official Python SDK for Sentry.io. MIT
-- [GitHub](https://github.com/getsentry/sentry-python) (👨💻 190 · 🔀 410 · 📥 3.3K · 📦 49K · 📋 1K - 17% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/getsentry/sentry-python) (👨💻 190 · 🔀 390 · 📥 3.3K · 📦 49K · 📋 1K - 15% open · ⏱️ 07.09.2023):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (📥 21M / month · 📦 390 · ⏱️ 29.08.2023):
+- [PyPi](https://pypi.org/project/sentry-sdk) (📥 22M / month):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 580K · ⏱️ 29.08.2023):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (📥 590K · ⏱️ 29.08.2023):
```
conda install -c conda-forge sentry-sdk
```
loguru (🥈37 · ⭐ 16K) - Python logging made (stupidly) simple. MIT
-- [GitHub](https://github.com/Delgan/loguru) (👨💻 47 · 🔀 630 · 📦 61K · 📋 830 - 13% open · ⏱️ 31.08.2023):
+- [GitHub](https://github.com/Delgan/loguru) (👨💻 49 · 🔀 620 · 📦 61K · 📋 840 - 12% open · ⏱️ 04.09.2023):
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (📥 7.6M / month · 📦 2.6K · ⏱️ 10.04.2023):
+- [PyPi](https://pypi.org/project/loguru) (📥 7.5M / month):
```
pip install loguru
```
-- [Conda](https://anaconda.org/conda-forge/loguru) (📥 1.6M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/loguru) (📥 1.6M · ⏱️ 04.09.2023):
```
conda install -c conda-forge loguru
```
tabulate (🥈34 · ⭐ 1.8K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
+logbook (🥈36 · ⭐ 1.4K) - A cool logging replacement for Python. BSD-3
-- [GitHub](https://github.com/astanin/python-tabulate) (👨💻 84 · 🔀 140 · 📦 140K · 📋 220 - 38% open · ⏱️ 30.04.2023):
+- [GitHub](https://github.com/getlogbook/logbook) (👨💻 78 · 🔀 160 · 📥 320 · 📦 4.8K · 📋 180 - 24% open · ⏱️ 05.09.2023):
```
- git clone https://github.com/astanin/python-tabulate
+ git clone https://github.com/getlogbook/logbook
```
-- [PyPi](https://pypi.org/project/tabulate) (📥 49M / month · 📦 7.9K · ⏱️ 06.10.2022):
+- [PyPi](https://pypi.org/project/logbook) (📥 3.4M / month · 📦 1.2K · ⏱️ 30.07.2023):
```
- pip install tabulate
+ pip install logbook
```
-- [Conda](https://anaconda.org/conda-forge/tabulate) (📥 5.6M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/logbook) (📥 150K · ⏱️ 31.07.2023):
```
- conda install -c conda-forge tabulate
+ conda install -c conda-forge logbook
```
progressbar2 (🥈34 · ⭐ 820) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-- [GitHub](https://github.com/wolph/python-progressbar) (👨💻 42 · 🔀 98 · 📥 2.1K · 📦 30K · 📋 210 - 4% open · ⏱️ 29.08.2023):
+- [GitHub](https://github.com/wolph/python-progressbar) (👨💻 42 · 🔀 98 · 📥 2.1K · 📦 31K · 📋 210 - 3% open · ⏱️ 29.08.2023):
```
git clone https://github.com/WoLpH/python-progressbar
```
-- [PyPi](https://pypi.org/project/progressbar2) (📥 17M / month · 📦 1.6K · ⏱️ 01.11.2022):
+- [PyPi](https://pypi.org/project/progressbar2) (📥 17M / month):
```
pip install progressbar2
```
@@ -1372,9 +1290,25 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge progressbar2
```
python-json-logger (🥈33 · ⭐ 1.5K) - Json Formatter for the standard python logger. BSD-2
+tabulate (🥈33 · ⭐ 1.8K) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/madzak/python-json-logger) (👨💻 63 · 🔀 210 · 📦 63K · 📋 100 - 11% open · ⏱️ 28.02.2023):
+- [GitHub](https://github.com/astanin/python-tabulate) (👨💻 84 · 🔀 140 · 📦 140K · 📋 200 - 33% open · ⏱️ 30.04.2023):
+
+ ```
+ git clone https://github.com/astanin/python-tabulate
+ ```
+- [PyPi](https://pypi.org/project/tabulate) (📥 48M / month):
+ ```
+ pip install tabulate
+ ```
+- [Conda](https://anaconda.org/conda-forge/tabulate) (📥 5.6M · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge tabulate
+ ```
+python-json-logger (🥈33 · ⭐ 1.5K · 💤) - Json Formatter for the standard python logger. BSD-2
+
+- [GitHub](https://github.com/madzak/python-json-logger) (👨💻 63 · 🔀 210 · 📦 64K · 📋 100 - 11% open · ⏱️ 28.02.2023):
```
git clone https://github.com/madzak/python-json-logger
@@ -1383,51 +1317,35 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
pip install python-json-logger
```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (📥 5.4M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (📥 5.5M · ⏱️ 16.06.2023):
```
conda install -c conda-forge python-json-logger
```
alive-progress (🥉31 · ⭐ 4.6K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
+alive-progress (🥉28 · ⭐ 4.6K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
- [GitHub](https://github.com/rsalmei/alive-progress) (👨💻 7 · 🔀 180 · 📦 2.2K · 📋 200 - 8% open · ⏱️ 01.06.2023):
```
git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/alive-progress) (📥 520K / month · 📦 190 · ⏱️ 02.01.2023):
+- [PyPi](https://pypi.org/project/alive-progress) (📥 510K / month):
```
pip install alive-progress
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 40K · ⏱️ 01.06.2023):
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 41K · ⏱️ 01.06.2023):
```
conda install -c conda-forge alive-progress
```
colorlog (🥉30 · ⭐ 820 · 💤) - A colored formatter for the python logging module. MIT
-
-- [GitHub](https://github.com/borntyping/python-colorlog) (👨💻 30 · 🔀 84 · 📦 28K · 📋 76 - 3% open · ⏱️ 29.08.2022):
-
- ```
- git clone https://github.com/borntyping/python-colorlog
- ```
-- [PyPi](https://pypi.org/project/colorlog) (📥 6.9M / month · 📦 2.7K · ⏱️ 02.02.2023):
- ```
- pip install colorlog
- ```
-- [Conda](https://anaconda.org/conda-forge/colorlog) (📥 1.7M · ⏱️ 22.06.2023):
- ```
- conda install -c conda-forge colorlog
- ```
-wasabi (🥉28 · ⭐ 430) - A lightweight console printing and formatting toolkit. MIT
-- [GitHub](https://github.com/explosion/wasabi) (👨💻 13 · 🔀 25 · 📦 34K · 📋 9 - 44% open · ⏱️ 07.06.2023):
+- [GitHub](https://github.com/explosion/wasabi) (👨💻 13 · 🔀 24 · 📦 34K · 📋 9 - 44% open · ⏱️ 07.06.2023):
```
git clone https://github.com/ines/wasabi
```
-- [PyPi](https://pypi.org/project/wasabi) (📥 4.8M / month · 📦 310 · ⏱️ 07.06.2023):
+- [PyPi](https://pypi.org/project/wasabi) (📥 4.9M / month):
```
pip install wasabi
```
@@ -1436,59 +1354,59 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge wasabi
```
stackprinter (🥉25 · ⭐ 1.3K) - Debugging-friendly exceptions for Python. MIT
+stackprinter (🥉25 · ⭐ 1.3K · 💤) - Debugging-friendly exceptions for Python. MIT
- [GitHub](https://github.com/cknd/stackprinter) (👨💻 7 · 🔀 35 · 📦 290 · 📋 30 - 30% open · ⏱️ 20.02.2023):
```
git clone https://github.com/cknd/stackprinter
```
-- [PyPi](https://pypi.org/project/stackprinter) (📥 370K / month · 📦 28 · ⏱️ 24.11.2022):
+- [PyPi](https://pypi.org/project/stackprinter) (📥 360K / month · 📦 28 · ⏱️ 24.11.2022):
```
pip install stackprinter
```
-- [Conda](https://anaconda.org/conda-forge/stackprinter) (📥 7.1K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/stackprinter) (📥 7.2K · ⏱️ 16.06.2023):
```
conda install -c conda-forge stackprinter
```
better-exceptions (🥉24 · ⭐ 4.4K · 💤) - Pretty and useful exceptions in Python, automatically. MIT
+python-devtools (🥉22 · ⭐ 820) - Dev tools for python. MIT
-- [GitHub](https://github.com/Qix-/better-exceptions) (👨💻 17 · 🔀 210 · 📋 78 - 41% open · ⏱️ 05.01.2023):
-
- ```
- git clone https://github.com/Qix-/better-exceptions
- ```
-- [PyPi](https://pypi.org/project/better-exceptions) (📥 120K / month · 📦 84 · ⏱️ 29.01.2021):
- ```
- pip install better-exceptions
- ```
-python-devtools (🥉22 · ⭐ 810) - Dev tools for python. MIT
-
-- [GitHub](https://github.com/samuelcolvin/python-devtools) (👨💻 12 · 🔀 36 · 📦 1.6K · 📋 51 - 23% open · ⏱️ 17.08.2023):
+- [GitHub](https://github.com/samuelcolvin/python-devtools) (👨💻 12 · 🔀 34 · 📦 1.6K · 📋 50 - 22% open · ⏱️ 03.09.2023):
```
git clone https://github.com/samuelcolvin/python-devtools
```
-- [PyPi](https://pypi.org/project/python-devtools) (📥 410 / month · 📦 1 · ⏱️ 21.08.2017):
+- [PyPi](https://pypi.org/project/python-devtools) (📥 360 / month):
```
pip install python-devtools
```
-- [Conda](https://anaconda.org/conda-forge/python-devtools) (📥 17K · ⏱️ 17.08.2023):
+- [Conda](https://anaconda.org/conda-forge/python-devtools) (📥 17K · ⏱️ 06.09.2023):
```
conda install -c conda-forge python-devtools
```
better-exceptions (🥉21 · ⭐ 4.4K · 💤) - Pretty and useful exceptions in Python, automatically. MIT
+
+- [GitHub](https://github.com/Qix-/better-exceptions) (👨💻 17 · 🔀 200 · 📋 73 - 36% open · ⏱️ 05.01.2023):
+
+ ```
+ git clone https://github.com/Qix-/better-exceptions
+ ```
+- [PyPi](https://pypi.org/project/better-exceptions) (📥 120K / month):
+ ```
+ pip install better-exceptions
+ ```
+Show 8 hidden projects...
- structlog (🥈35 · ⭐ 2.7K) - Simple, powerful, and fast logging for Python. ❗Unlicensed
-- logbook (🥈34 · ⭐ 1.4K) - A cool logging replacement for Python. ❗Unlicensed
- prettytable (🥉31 · ⭐ 1.1K) - Display tabular data in a visually appealing ASCII table.. ❗️BSD-1-Clause
-- python-coloredlogs (🥉29 · ⭐ 510 · 💀) - Colored terminal output for Pythons logging module. MIT
+- colorlog (🥉29 · ⭐ 820 · 💀) - A colored formatter for the python logging module. MIT
+- python-coloredlogs (🥉28 · ⭐ 510 · 💀) - Colored terminal output for Pythons logging module. MIT
- notifiers (🥉27 · ⭐ 2.5K · 💀) - The easy way to send notifications. MIT
- rebound (🥉22 · ⭐ 4K · 💀) - Command-line tool that instantly fetches Stack Overflow.. ❗Unlicensed
-- PrettyErrors (🥉19 · ⭐ 2.7K · 💀) - Prettify Python exception output to make it legible. MIT
+- PrettyErrors (🥉18 · ⭐ 2.7K · 💀) - Prettify Python exception output to make it legible. MIT
- tbvaccine (🥉16 · ⭐ 360 · 💀) - A small utility to pretty-print Python tracebacks. MIT
@@ -1497,21 +1415,21 @@ This curated list contains 270 awesome open-source projects with a total of 890K
-xxh (🥉23 · ⭐ 4.6K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
+xxh (🥉22 · ⭐ 4.6K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
-- [GitHub](https://github.com/xxh/xxh) (👨💻 24 · 🔀 90 · 📥 1.7K · 📦 76 · 📋 78 - 24% open · ⏱️ 21.06.2023):
+- [GitHub](https://github.com/xxh/xxh) (👨💻 24 · 🔀 90 · 📥 1.8K · 📦 76 · 📋 79 - 25% open · ⏱️ 21.06.2023):
```
git clone https://github.com/xxh/xxh
```
-- [PyPi](https://pypi.org/project/xxh-xxh) (📥 180 / month):
+- [PyPi](https://pypi.org/project/xxh-xxh) (📥 200 / month):
```
pip install xxh-xxh
```
Show 1 hidden projects...
-- xonsh (🥇28 · ⭐ 7.2K) - Python-powered, cross-platform, Unix-gazing shell. ❗Unlicensed
+- xonsh (🥇27 · ⭐ 7.3K) - Python-powered, cross-platform, Unix-gazing shell. ❗Unlicensed
@@ -1519,7 +1437,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
-🔗 best-of-mkdocs ( ⭐ 410) - Collection of MkDocs projects and plugins.
+🔗 best-of-mkdocs ( ⭐ 420) - Collection of MkDocs projects and plugins.
sphinx (🥇45 · ⭐ 5.6K) - The Sphinx documentation generator. BSD-3 
@@ -1532,14 +1450,14 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
pip install sphinx
```
-- [Conda](https://anaconda.org/conda-forge/sphinx) (📥 8.1M · ⏱️ 30.08.2023):
+- [Conda](https://anaconda.org/conda-forge/sphinx) (📥 8.2M · ⏱️ 30.08.2023):
```
conda install -c conda-forge sphinx
```
mkdocs (🥇42 · ⭐ 17K) - Project documentation with Markdown. BSD-2 
-- [GitHub](https://github.com/mkdocs/mkdocs) (👨💻 240 · 🔀 2.2K · 📦 49K · 📋 1.9K - 5% open · ⏱️ 26.08.2023):
+- [GitHub](https://github.com/mkdocs/mkdocs) (👨💻 240 · 🔀 2.2K · 📦 49K · 📋 1.9K - 6% open · ⏱️ 04.09.2023):
```
git clone https://github.com/mkdocs/mkdocs
@@ -1548,23 +1466,23 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
pip install mkdocs
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 280K · ⏱️ 02.08.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocs) (📥 290K · ⏱️ 02.08.2023):
```
conda install -c conda-forge mkdocs
```
mkdocs-material (🥇42 · ⭐ 15K) - Documentation that simply works. MIT
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨💻 230 · 🔀 2.9K · 📦 36K · 📋 2K - 0% open · ⏱️ 31.08.2023):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (👨💻 230 · 🔀 3K · 📦 36K · 📋 2K - 1% open · ⏱️ 07.09.2023):
```
git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (📥 2.9M / month):
+- [PyPi](https://pypi.org/project/mkdocs-material) (📥 3M / month):
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 300K · ⏱️ 28.08.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (📥 300K · ⏱️ 05.09.2023):
```
conda install -c conda-forge mkdocs-material
```
@@ -1585,41 +1503,9 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge sphinx_rtd_theme
```
numpydoc (🥈35 · ⭐ 24K · 📈) - Numpys Sphinx extensions. BSD-3
-
-- [GitHub](https://github.com/numpy/numpydoc) (👨💻 78 · 🔀 8.4K · 📦 40K · 📋 210 - 37% open · ⏱️ 30.08.2023):
-
- ```
- git clone https://github.com/numpy/numpydoc
- ```
-- [PyPi](https://pypi.org/project/numpydoc) (📥 380K / month · 📦 4.7K · ⏱️ 21.08.2023):
- ```
- pip install numpydoc
- ```
-- [Conda](https://anaconda.org/conda-forge/numpydoc) (📥 2M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge numpydoc
- ```
-alabaster (🥈33 · ⭐ 700) - Lightweight, configurable Sphinx theme. BSD-3
-
-- [GitHub](https://github.com/sphinx-doc/alabaster) (👨💻 29 · 🔀 190 · 📦 110K · 📋 120 - 53% open · ⏱️ 21.04.2023):
-
- ```
- git clone https://github.com/bitprophet/alabaster
- ```
-- [PyPi](https://pypi.org/project/alabaster) (📥 6.8M / month · 📦 7.7K · ⏱️ 13.01.2023):
- ```
- pip install alabaster
- ```
-- [Conda](https://anaconda.org/conda-forge/alabaster) (📥 6.5M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge alabaster
- ```
-pdoc (🥈32 · ⭐ 1.6K) - API Documentation for Python Projects. Unlicense
-- [GitHub](https://github.com/mitmproxy/pdoc) (👨💻 53 · 🔀 180 · 📦 2.1K · 📋 330 - 5% open · ⏱️ 01.08.2023):
+- [GitHub](https://github.com/mitmproxy/pdoc) (👨💻 53 · 🔀 180 · 📦 2.1K · 📋 330 - 5% open · ⏱️ 06.09.2023):
```
git clone https://github.com/mitmproxy/pdoc
@@ -1629,25 +1515,41 @@ This curated list contains 270 awesome open-source projects with a total of 890K
pip install pdoc
```
mkdocstrings (🥈31 · ⭐ 1.3K) - Automatic documentation from sources, for MkDocs. ISC
+mkdocstrings (🥈32 · ⭐ 1.3K) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨💻 37 · 🔀 94 · 📦 8.9K · 📋 350 - 12% open · ⏱️ 28.08.2023):
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (👨💻 37 · 🔀 96 · 📦 9K · 📋 360 - 12% open · ⏱️ 04.09.2023):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (📥 570K / month):
+- [PyPi](https://pypi.org/project/mkdocstrings) (📥 560K / month · 📦 430 · ⏱️ 02.09.2023):
```
pip install mkdocstrings
```
-- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 84K · ⏱️ 04.07.2023):
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (📥 85K · ⏱️ 02.09.2023):
```
conda install -c conda-forge mkdocstrings
```
alabaster (🥈32 · ⭐ 700) - Lightweight, configurable Sphinx theme. BSD-3
+
+- [GitHub](https://github.com/sphinx-doc/alabaster) (👨💻 29 · 🔀 190 · 📦 110K · 📋 120 - 53% open · ⏱️ 21.04.2023):
+
+ ```
+ git clone https://github.com/bitprophet/alabaster
+ ```
+- [PyPi](https://pypi.org/project/alabaster) (📥 6.7M / month · 📦 7.7K · ⏱️ 13.01.2023):
+ ```
+ pip install alabaster
+ ```
+- [Conda](https://anaconda.org/conda-forge/alabaster) (📥 6.5M · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge alabaster
+ ```
+sphinx-autodoc-typehints (🥈31 · ⭐ 500) - Type hints support for the Sphinx autodoc extension. MIT
-- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨💻 53 · 🔀 95 · 📦 42K · 📋 170 - 15% open · ⏱️ 28.08.2023):
+- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (👨💻 53 · 🔀 95 · 📦 42K · 📋 170 - 16% open · ⏱️ 06.09.2023):
```
git clone https://github.com/tox-dev/sphinx-autodoc-typehints
@@ -1661,39 +1563,23 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge sphinx-autodoc-typehints
```
breathe (🥈30 · ⭐ 690) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
-
-- [GitHub](https://github.com/breathe-doc/breathe) (👨💻 110 · 🔀 180 · 📥 550 · 📦 11K · 📋 570 - 29% open · ⏱️ 22.08.2023):
-
- ```
- git clone https://github.com/michaeljones/breathe
- ```
-- [PyPi](https://pypi.org/project/breathe) (📥 280K / month · 📦 1K · ⏱️ 20.06.2022):
- ```
- pip install breathe
- ```
-- [Conda](https://anaconda.org/conda-forge/breathe) (📥 500K · ⏱️ 04.07.2023):
- ```
- conda install -c conda-forge breathe
- ```
-Griffe (🥈30 · ⭐ 200) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
-- [GitHub](https://github.com/mkdocstrings/griffe) (👨💻 21 · 🔀 29 · 📦 3K · 📋 160 - 18% open · ⏱️ 27.08.2023):
+- [GitHub](https://github.com/mkdocstrings/griffe) (👨💻 21 · 🔀 29 · 📦 3K · 📋 160 - 9% open · ⏱️ 04.09.2023):
```
git clone https://github.com/mkdocstrings/griffe
```
-- [PyPi](https://pypi.org/project/griffe) (📥 740K / month · 📦 32 · ⏱️ 27.08.2023):
+- [PyPi](https://pypi.org/project/griffe) (📥 730K / month):
```
pip install griffe
```
-- [Conda](https://anaconda.org/conda-forge/griffe) (📥 170K · ⏱️ 27.08.2023):
+- [Conda](https://anaconda.org/conda-forge/griffe) (📥 170K · ⏱️ 04.09.2023):
```
conda install -c conda-forge griffe
```
sphinx-autobuild (🥉28 · ⭐ 480) - Watch a Sphinx directory and rebuild the documentation.. MIT
+sphinx-autobuild (🥈28 · ⭐ 480 · 💤) - Watch a Sphinx directory and rebuild the.. MIT
- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (👨💻 24 · 🔀 61 · 📦 19K · 📋 75 - 29% open · ⏱️ 09.02.2023):
@@ -1711,92 +1597,40 @@ This curated list contains 270 awesome open-source projects with a total of 890K
pdoc3 (🥉26 · ⭐ 1K · 💤) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
-- [GitHub](https://github.com/pdoc3/pdoc) (👨💻 58 · 🔀 140 · 📦 3.5K · 📋 310 - 34% open · ⏱️ 21.12.2022):
+- [GitHub](https://github.com/pdoc3/pdoc) (👨💻 58 · 🔀 140 · 📦 3.5K · 📋 330 - 37% open · ⏱️ 21.12.2022):
```
git clone https://github.com/pdoc3/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc3) (📥 410K / month):
+- [PyPi](https://pypi.org/project/pdoc3) (📥 270K / month · 📦 220 · ⏱️ 03.08.2021):
```
pip install pdoc3
```
-- [Conda](https://anaconda.org/anaconda/pdoc3) (📥 1.4K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/anaconda/pdoc3) (📥 1.5K · ⏱️ 16.06.2023):
```
conda install -c anaconda pdoc3
```
mkdocs-awesome-pages-plugin (🥉25 · ⭐ 360) - An MkDocs plugin that simplifies configuring page.. MIT
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (👨💻 7 · 🔀 29 · 📦 3.1K · 📋 66 - 21% open · ⏱️ 19.08.2023):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (👨💻 7 · 🔀 29 · 📦 3.1K · 📋 66 - 19% open · ⏱️ 19.08.2023):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 110K / month):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (📥 120K / month):
```
pip install mkdocs-awesome-pages-plugin
```
releases (🥉22 · ⭐ 170) - A powerful Sphinx changelog-generating extension. BSD-2
+blacken-docs (🥉24 · ⭐ 550) - Run `black` on python code blocks in documentation files. MIT
-- [GitHub](https://github.com/bitprophet/releases) (👨💻 10 · 🔀 35 · 📦 580 · 📋 74 - 37% open · ⏱️ 28.04.2023):
-
- ```
- git clone https://github.com/bitprophet/releases
- ```
-- [PyPi](https://pypi.org/project/releases) (📥 17K / month):
- ```
- pip install releases
- ```
-- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (📥 49K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge sphinx-releases
- ```
-mkdocs-print-site-plugin (🥉22 · ⭐ 87) - MkDocs Plugin that adds an additional page that.. MIT
-
-- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (👨💻 5 · 🔀 13 · 📦 230 · 📋 79 - 10% open · ⏱️ 28.08.2023):
-
- ```
- git clone https://github.com/timvink/mkdocs-print-site-plugin
- ```
-- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (📥 16K / month):
- ```
- pip install mkdocs-print-site-plugin
- ```
-sphinx-markdown-builder (🥉21 · ⭐ 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
-
-- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (👨💻 20 · 🔀 41 · 📦 720 · ⏱️ 24.06.2023):
-
- ```
- git clone https://github.com/clayrisser/sphinx-markdown-builder
- ```
-- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (📥 56K / month):
- ```
- pip install sphinx-markdown-builder
- ```
-portray (🥉20 · ⭐ 850 · 💤) - Your Project with Great Documentation. MIT
-
-- [GitHub](https://github.com/timothycrosley/portray) (👨💻 20 · 🔀 72 · 📦 800 · 📋 62 - 48% open · ⏱️ 03.01.2023):
-
- ```
- git clone https://github.com/timothycrosley/portray
- ```
-- [PyPi](https://pypi.org/project/portray) (📥 12K / month):
- ```
- pip install portray
- ```
-blacken-docs (🥉20 · ⭐ 550) - Run `black` on python code blocks in documentation files. MIT
-
-- [GitHub](https://github.com/adamchainz/blacken-docs) (👨💻 18 · 🔀 35 · 📋 69 - 11% open · ⏱️ 29.08.2023):
+- [GitHub](https://github.com/adamchainz/blacken-docs) (👨💻 18 · 🔀 40 · 📋 70 - 12% open · ⏱️ 29.08.2023):
```
git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/blacken-docs) (📥 140K / month):
+- [PyPi](https://pypi.org/project/blacken-docs) (📥 150K / month · 📦 34 · ⏱️ 16.08.2023):
```
pip install blacken-docs
```
@@ -1805,26 +1639,80 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge blacken-docs
```
lazydocs (🥉20 · ⭐ 150) - Generate markdown API documentation from Google-style Python docstring... MIT
+sphinx-markdown-builder (🥉22 · ⭐ 160) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
+
+- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (👨💻 20 · 🔀 46 · 📦 720 · ⏱️ 24.06.2023):
+
+ ```
+ git clone https://github.com/clayrisser/sphinx-markdown-builder
+ ```
+- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (📥 55K / month · 📦 79 · ⏱️ 13.08.2023):
+ ```
+ pip install sphinx-markdown-builder
+ ```
+mkdocs-print-site-plugin (🥉22 · ⭐ 87) - MkDocs Plugin that adds an additional page that.. MIT
+
+- [GitHub](https://github.com/timvink/mkdocs-print-site-plugin) (👨💻 5 · 🔀 14 · 📦 240 · 📋 79 - 10% open · ⏱️ 28.08.2023):
+
+ ```
+ git clone https://github.com/timvink/mkdocs-print-site-plugin
+ ```
+- [PyPi](https://pypi.org/project/mkdocs-print-site-plugin) (📥 15K / month · 📦 6 · ⏱️ 28.08.2023):
+ ```
+ pip install mkdocs-print-site-plugin
+ ```
+releases (🥉21 · ⭐ 170) - A powerful Sphinx changelog-generating extension. BSD-2
+
+- [GitHub](https://github.com/bitprophet/releases) (👨💻 10 · 🔀 35 · 📦 580 · 📋 74 - 37% open · ⏱️ 28.04.2023):
+
+ ```
+ git clone https://github.com/bitprophet/releases
+ ```
+- [PyPi](https://pypi.org/project/releases) (📥 18K / month):
+ ```
+ pip install releases
+ ```
+- [Conda](https://anaconda.org/conda-forge/sphinx-releases) (📥 50K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge sphinx-releases
+ ```
+lazydocs (🥉21 · ⭐ 150) - Generate markdown API documentation from Google-style Python docstring... MIT
- [GitHub](https://github.com/ml-tooling/lazydocs) (👨💻 10 · 🔀 32 · 📦 170 · 📋 30 - 20% open · ⏱️ 11.06.2023):
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (📥 5.9K / month · 📦 22 · ⏱️ 27.07.2021):
+- [PyPi](https://pypi.org/project/lazydocs) (📥 5.7K / month · 📦 22 · ⏱️ 27.07.2021):
```
pip install lazydocs
```
Show 8 hidden projects...
+portray (🥉20 · ⭐ 850 · 💤) - Your Project with Great Documentation. MIT
+- [GitHub](https://github.com/timothycrosley/portray) (👨💻 20 · 🔀 72 · 📦 810 · 📋 62 - 48% open · ⏱️ 03.01.2023):
+
+ ```
+ git clone https://github.com/timothycrosley/portray
+ ```
+- [PyPi](https://pypi.org/project/portray) (📥 13K / month):
+ ```
+ pip install portray
+ ```
+Show 10 hidden projects...
+
+- numpydoc (🥈28 · ⭐ 250 · 📉) - Numpys Sphinx extensions. ❗Unlicensed ❗Unlicensed
- sphinx-bootstrap-theme (🥉26 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme. MIT ISC
-- pycco (🥉24 · ⭐ 830 · 💀) - Literate-style documentation generator. MIT
-- interrogate (🥉23 · ⭐ 490 · 💀) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-- mkdocs-with-pdf (🥉23 · ⭐ 260 · 💀) - Generate a single PDF file from MkDocs repository. MIT MIT
+- pytkdocs (🥉24 · ⭐ 48 · 💀) - Load Python objects documentation. ISC
+- pycco (🥉23 · ⭐ 830 · 💀) - Literate-style documentation generator. MIT
- mkdocs-pdf-export-plugin (🥉22 · ⭐ 290 · 💀) - An MkDocs plugin to export content pages as PDF files. MIT MIT MIT MIT PySnooper (🥇31 · ⭐ 16K) - Never use print for debugging again. MIT
+PySnooper (🥇33 · ⭐ 16K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/cool-RR/PySnooper) (👨💻 27 · 🔀 940 · 📦 1.5K · 📋 130 - 19% open · ⏱️ 15.07.2023):
+- [GitHub](https://github.com/cool-RR/PySnooper) (👨💻 27 · 🔀 950 · 📦 1.5K · 📋 130 - 19% open · ⏱️ 15.07.2023):
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (📥 550K / month):
+- [PyPi](https://pypi.org/project/pysnooper) (📥 560K / month · 📦 53 · ⏱️ 15.07.2023):
```
pip install pysnooper
```
@@ -1850,9 +1738,25 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge pysnooper
```
pudb (🥇31 · ⭐ 2.7K) - Full-screen console debugger for Python. MIT
+pyelftools (🥇32 · ⭐ 1.7K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/inducer/pudb) (👨💻 92 · 🔀 220 · 📦 5.2K · 📋 330 - 48% open · ⏱️ 01.08.2023):
+- [GitHub](https://github.com/eliben/pyelftools) (👨💻 93 · 🔀 490 · 📦 5.9K · 📋 220 - 31% open · ⏱️ 07.09.2023):
+
+ ```
+ git clone https://github.com/eliben/pyelftools
+ ```
+- [PyPi](https://pypi.org/project/pyelftools) (📥 1.6M / month · 📦 550 · ⏱️ 06.09.2023):
+ ```
+ pip install pyelftools
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 140K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge pyelftools
+ ```
+pudb (🥈31 · ⭐ 2.7K) - Full-screen console debugger for Python. MIT
+
+- [GitHub](https://github.com/inducer/pudb) (👨💻 92 · 🔀 220 · 📦 5.3K · 📋 330 - 48% open · ⏱️ 01.08.2023):
```
git clone https://github.com/inducer/pudb
@@ -1866,14 +1770,14 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge pudb
```
ipdb (🥈29 · ⭐ 1.7K) - Integration of IPython pdb. BSD-3
+ipdb (🥈30 · ⭐ 1.7K) - Integration of IPython pdb. BSD-3
-- [GitHub](https://github.com/gotcha/ipdb) (👨💻 58 · 🔀 140 · 📦 48K · 📋 190 - 31% open · ⏱️ 03.08.2023):
+- [GitHub](https://github.com/gotcha/ipdb) (👨💻 58 · 🔀 150 · 📦 48K · 📋 190 - 32% open · ⏱️ 03.08.2023):
```
git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/ipdb) (📥 2.3M / month):
+- [PyPi](https://pypi.org/project/ipdb) (📥 2.3M / month · 📦 9K · ⏱️ 09.03.2023):
```
pip install ipdb
```
@@ -1882,46 +1786,30 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge ipdb
```
icecream (🥉25 · ⭐ 6.9K · 💤) - Never use print() to debug again. MIT
+icecream (🥉26 · ⭐ 7K · 💤) - Never use print() to debug again. MIT
-- [GitHub](https://github.com/gruns/icecream) (👨💻 21 · 🔀 140 · 📦 11 · 📋 110 - 33% open · ⏱️ 04.12.2022):
+- [GitHub](https://github.com/gruns/icecream) (👨💻 21 · 🔀 140 · 📦 13 · 📋 120 - 41% open · ⏱️ 04.12.2022):
```
git clone https://github.com/gruns/icecream
```
-- [PyPi](https://pypi.org/project/icecream) (📥 250K / month):
+- [PyPi](https://pypi.org/project/icecream) (📥 260K / month · 📦 130 · ⏱️ 21.07.2022):
```
pip install icecream
```
-- [Conda](https://anaconda.org/conda-forge/icecream) (📥 22K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/icecream) (📥 23K · ⏱️ 16.06.2023):
```
conda install -c conda-forge icecream
```
snoop (🥉22 · ⭐ 950 · 💤) - A powerful set of Python debugging tools, based on PySnooper. MIT
-
-- [GitHub](https://github.com/alexmojaki/snoop) (👨💻 22 · 🔀 33 · 📋 50 - 44% open · ⏱️ 22.12.2022):
-
- ```
- git clone https://github.com/alexmojaki/snoop
- ```
-- [PyPi](https://pypi.org/project/snoop) (📥 36K / month · 📦 23 · ⏱️ 11.11.2021):
- ```
- pip install snoop
- ```
-- [Conda](https://anaconda.org/conda-forge/snoop) (📥 4.3K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge snoop
- ```
-python-hunter (🥉22 · ⭐ 750) - Hunter is a flexible code tracing toolkit. BSD-2
-- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 9 · 🔀 42 · 📦 150 · 📋 95 - 43% open · ⏱️ 26.04.2023):
+- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 9 · 🔀 43 · 📦 150 · 📋 95 - 43% open · ⏱️ 26.04.2023):
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (📥 8.6K / month):
+- [PyPi](https://pypi.org/project/hunter) (📥 8.4K / month · 📦 22 · ⏱️ 26.04.2023):
```
pip install hunter
```
@@ -1930,22 +1818,6 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge hunter
```
python-manhole (🥉22 · ⭐ 360 · 💤) - Debugging manhole for python applications. BSD-2
-
-- [GitHub](https://github.com/ionelmc/python-manhole) (👨💻 11 · 🔀 23 · 📦 260 · 📋 22 - 31% open · ⏱️ 17.12.2022):
-
- ```
- git clone https://github.com/ionelmc/python-manhole
- ```
-- [PyPi](https://pypi.org/project/manhole) (📥 39K / month):
- ```
- pip install manhole
- ```
-- [Conda](https://anaconda.org/conda-forge/manhole) (📥 17K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge manhole
- ```
-pyrasite (🥉21 · ⭐ 2.7K) - Inject code into running Python processes. ❗️GPL-3.0
- [GitHub](https://github.com/lmacken/pyrasite) (👨💻 23 · 🔀 200 · 📦 49 · 📋 56 - 71% open · ⏱️ 03.03.2023):
@@ -1953,26 +1825,57 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
git clone https://github.com/lmacken/pyrasite
```
-- [PyPi](https://pypi.org/project/pyrasite) (📥 25K / month):
+- [PyPi](https://pypi.org/project/pyrasite) (📥 29K / month):
```
pip install pyrasite
```
reloadium (🥉19 · ⭐ 2.5K) - Hot Reloading, Profiling and AI debugging for Python. Apache-2
+snoop (🥉21 · ⭐ 950 · 💤) - A powerful set of Python debugging tools, based on PySnooper. MIT
-- [GitHub](https://github.com/reloadware/reloadium) (👨💻 3 · 🔀 49 · 📋 110 - 10% open · ⏱️ 16.08.2023):
+- [GitHub](https://github.com/alexmojaki/snoop) (👨💻 22 · 🔀 33 · 📋 50 - 44% open · ⏱️ 22.12.2022):
+
+ ```
+ git clone https://github.com/alexmojaki/snoop
+ ```
+- [PyPi](https://pypi.org/project/snoop) (📥 38K / month · 📦 23 · ⏱️ 11.11.2021):
+ ```
+ pip install snoop
+ ```
+- [Conda](https://anaconda.org/conda-forge/snoop) (📥 4.3K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge snoop
+ ```
+python-manhole (🥉21 · ⭐ 360 · 💤) - Debugging manhole for python applications. BSD-2
+
+- [GitHub](https://github.com/ionelmc/python-manhole) (👨💻 11 · 🔀 23 · 📦 260 · 📋 22 - 31% open · ⏱️ 17.12.2022):
+
+ ```
+ git clone https://github.com/ionelmc/python-manhole
+ ```
+- [PyPi](https://pypi.org/project/manhole) (📥 38K / month · 📦 37 · ⏱️ 08.04.2021):
+ ```
+ pip install manhole
+ ```
+- [Conda](https://anaconda.org/conda-forge/manhole) (📥 17K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge manhole
+ ```
+reloadium (🥉16 · ⭐ 2.5K) - Hot Reloading, Profiling and AI debugging for Python. Apache-2
+
+- [GitHub](https://github.com/reloadware/reloadium) (👨💻 3 · 🔀 47 · 📋 110 - 11% open · ⏱️ 16.08.2023):
```
git clone https://github.com/reloadware/reloadium
```
-- [PyPi](https://pypi.org/project/reloadium) (📥 2.1K / month · ⏱️ 16.08.2023):
+- [PyPi](https://pypi.org/project/reloadium) (📥 2.2K / month):
```
pip install reloadium
```
Show 4 hidden projects...
+Show 3 hidden projects...
-- pyelftools (🥈29 · ⭐ 1.7K) - Parsing ELF and DWARF in Python. ❗Unlicensed
- pdbpp (🥈28 · ⭐ 1.2K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
- gdbgui (🥉27 · ⭐ 9.4K · 💀) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. ❗️GPL-3.0
- Birdseye (🥉20 · ⭐ 1.6K · 💀) - Graphical Python debugger which lets you easily view the values of.. MIT
@@ -1989,76 +1892,124 @@ This curated list contains 270 awesome open-source projects with a total of 890K
pytest (🥇48 · ⭐ 11K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
-- [GitHub](https://github.com/pytest-dev/pytest) (👨💻 900 · 🔀 2.3K · 📦 1M · 📋 5.4K - 14% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/pytest-dev/pytest) (👨💻 900 · 🔀 2.4K · 📦 1M · 📋 5.5K - 15% open · ⏱️ 07.09.2023):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (📥 72M / month):
+- [PyPi](https://pypi.org/project/pytest) (📥 72M / month · 📦 17K · ⏱️ 02.09.2023):
```
pip install pytest
```
-- [Conda](https://anaconda.org/conda-forge/pytest) (📥 22M · ⏱️ 25.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest) (📥 22M · ⏱️ 02.09.2023):
```
conda install -c conda-forge pytest
```
robotframework (🥇42 · ⭐ 8.3K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (👨💻 190 · 🔀 2.1K · 📥 550 · 📦 8.4K · 📋 4.2K - 6% open · ⏱️ 28.08.2023):
+- [GitHub](https://github.com/robotframework/robotframework) (👨💻 190 · 🔀 2.2K · 📥 550 · 📦 8.5K · 📋 4.2K - 7% open · ⏱️ 07.09.2023):
```
git clone https://github.com/robotframework/robotframework
```
-- [PyPi](https://pypi.org/project/robotframework) (📥 1.7M / month):
+- [PyPi](https://pypi.org/project/robotframework) (📥 1.7M / month · 📦 1.1K · ⏱️ 28.07.2023):
```
pip install robotframework
```
-- [Conda](https://anaconda.org/conda-forge/robotframework) (📥 150K · ⏱️ 28.07.2023):
+- [Conda](https://anaconda.org/conda-forge/robotframework):
```
conda install -c conda-forge robotframework
```
tox (🥇39 · ⭐ 3.3K) - Command line driven CI frontend and development task automation tool. MIT
+hypothesis (🥇42 · ⭐ 6.9K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
-- [GitHub](https://github.com/tox-dev/tox) (👨💻 61 · 🔀 470 · 📦 100K · 📋 1.6K - 4% open · ⏱️ 29.08.2023):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (👨💻 310 · 🔀 560 · 📦 22K · 📋 1.4K - 3% open · ⏱️ 06.09.2023):
+
+ ```
+ git clone https://github.com/HypothesisWorks/hypothesis
+ ```
+- [PyPi](https://pypi.org/project/hypothesis) (📥 6M / month · 📦 2.2K · ⏱️ 06.09.2023):
+ ```
+ pip install hypothesis
+ ```
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (📥 8.1M · ⏱️ 06.09.2023):
+ ```
+ conda install -c conda-forge hypothesis
+ ```
+tox (🥇40 · ⭐ 3.3K) - Command line driven CI frontend and development task automation tool. MIT
+
+- [GitHub](https://github.com/tox-dev/tox) (👨💻 290 · 🔀 490 · 📦 100K · 📋 1.6K - 4% open · ⏱️ 06.09.2023):
```
git clone https://github.com/tox-dev/tox
```
-- [PyPi](https://pypi.org/project/tox) (📥 12M / month):
+- [PyPi](https://pypi.org/project/tox) (📥 12M / month · 📦 22K · ⏱️ 01.09.2023):
```
pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/tox) (📥 770K · ⏱️ 30.08.2023):
+- [Conda](https://anaconda.org/conda-forge/tox) (📥 780K · ⏱️ 04.09.2023):
```
conda install -c conda-forge tox
```
pytest-cov (🥇35 · ⭐ 1.5K) - Coverage plugin for pytest. MIT
+pyautogui (🥇36 · ⭐ 8.6K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
+
+- [GitHub](https://github.com/asweigart/pyautogui) (👨💻 52 · 🔀 1.1K · 📦 27K · 📋 680 - 66% open · ⏱️ 07.06.2023):
+
+ ```
+ git clone https://github.com/asweigart/pyautogui
+ ```
+- [PyPi](https://pypi.org/project/pyautogui) (📥 630K / month · 📦 790 · ⏱️ 07.07.2021):
+ ```
+ pip install pyautogui
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyautogui) (📥 210K · ⏱️ 12.06.2023):
+ ```
+ conda install -c conda-forge pyautogui
+ ```
+pytest-cov (🥇36 · ⭐ 1.5K) - Coverage plugin for pytest. MIT
- [GitHub](https://github.com/pytest-dev/pytest-cov) (👨💻 86 · 🔀 200 · 📦 270K · 📋 370 - 35% open · ⏱️ 24.05.2023):
```
git clone https://github.com/pytest-dev/pytest-cov
```
-- [PyPi](https://pypi.org/project/pytest-cov) (📥 25M / month):
+- [PyPi](https://pypi.org/project/pytest-cov) (📥 25M / month · 📦 34K · ⏱️ 24.05.2023):
```
pip install pytest-cov
```
-- [Conda](https://anaconda.org/conda-forge/pytest-cov) (📥 9.3M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-cov) (📥 9.4M · ⏱️ 16.06.2023):
```
conda install -c conda-forge pytest-cov
```
pytest-xdist (🥇36 · ⭐ 1.2K · 📈) - pytest plugin for distributed testing and loop-on-.. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨💻 90 · 🔀 200 · 📋 550 - 40% open · ⏱️ 05.09.2023):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-xdist
+ ```
+- [PyPi](https://pypi.org/project/pytest-xdist) (📥 11M / month · 📦 5.3K · ⏱️ 19.05.2023):
+ ```
+ pip install pytest-xdist
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (📥 5.2M · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge pytest-xdist
+ ```
+mimesis (🥈34 · ⭐ 4K) - Mimesis is a powerful Python library that empowers developers to generate.. MIT
-- [GitHub](https://github.com/lk-geimfari/mimesis) (👨💻 120 · 🔀 300 · 📥 470 · 📦 1.5K · 📋 320 - 1% open · ⏱️ 26.08.2023):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (👨💻 120 · 🔀 310 · 📥 470 · 📦 1.5K · 📋 320 - 3% open · ⏱️ 03.09.2023):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (📥 120K / month):
+- [PyPi](https://pypi.org/project/mimesis) (📥 120K / month · 📦 70 · ⏱️ 19.08.2023):
```
pip install mimesis
```
@@ -2074,7 +2025,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/pytest-mock) (📥 12M / month):
+- [PyPi](https://pypi.org/project/pytest-mock) (📥 12M / month · 📦 5.2K · ⏱️ 16.06.2023):
```
pip install pytest-mock
```
@@ -2083,20 +2034,68 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge pytest-mock
```
pyautogui (🥈33 · ⭐ 8.5K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
+pytest-asyncio (🥈34 · ⭐ 1.2K) - Asyncio support for pytest. Apache-2
-- [GitHub](https://github.com/asweigart/pyautogui) (👨💻 52 · 🔀 1.1K · 📦 26K · 📋 640 - 65% open · ⏱️ 07.06.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨💻 42 · 🔀 120 · 📥 150 · 📋 240 - 11% open · ⏱️ 30.08.2023):
```
- git clone https://github.com/asweigart/pyautogui
+ git clone https://github.com/pytest-dev/pytest-asyncio
```
-- [PyPi](https://pypi.org/project/pyautogui) (📥 620K / month):
+- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 7.5M / month · 📦 1.1K · ⏱️ 12.07.2023):
```
- pip install pyautogui
+ pip install pytest-asyncio
```
-- [Conda](https://anaconda.org/conda-forge/pyautogui) (📥 210K · ⏱️ 12.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 1.8M · ⏱️ 12.07.2023):
```
- conda install -c conda-forge pyautogui
+ conda install -c conda-forge pytest-asyncio
+ ```
+freezegun (🥈33 · ⭐ 3.8K · 💤) - Let your Python tests travel through time. Apache-2
+
+- [GitHub](https://github.com/spulec/freezegun) (👨💻 110 · 🔀 250 · 📋 320 - 43% open · ⏱️ 22.02.2023):
+
+ ```
+ git clone https://github.com/spulec/freezegun
+ ```
+- [PyPi](https://pypi.org/project/freezegun) (📥 6.4M / month · 📦 4.6K · ⏱️ 12.08.2022):
+ ```
+ pip install freezegun
+ ```
+- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 1.4M · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge freezegun
+ ```
+nose2 (🥈33 · ⭐ 760) - The successor to nose, based on unittest2. BSD-2
+
+- [GitHub](https://github.com/nose-devs/nose2) (👨💻 76 · 🔀 140 · 📦 24K · 📋 270 - 19% open · ⏱️ 05.09.2023):
+
+ ```
+ git clone https://github.com/nose-devs/nose2
+ ```
+- [PyPi](https://pypi.org/project/nose2) (📥 560K / month · 📦 1.1K · ⏱️ 29.04.2023):
+ ```
+ pip install nose2
+ ```
+- [Conda](https://anaconda.org/conda-forge/nose2) (📥 110K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge nose2
+ ```
+factory_boy (🥈32 · ⭐ 3.2K · 📈) - A test fixtures replacement for Python. MIT
+
+- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨💻 130 · 🔀 380 · 📋 590 - 33% open · ⏱️ 05.09.2023):
+
+ ```
+ git clone https://github.com/FactoryBoy/factory_boy
+ ```
+- [PyPi](https://pypi.org/project/factory_boy) (📥 3.1M / month · 📦 800 · ⏱️ 19.07.2023):
+ ```
+ pip install factory_boy
+ ```
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 130K · ⏱️ 19.07.2023):
+ ```
+ conda install -c conda-forge factory_boy
```
pytest-bdd (🥈32 · ⭐ 1.2K) - BDD library for the py.test runner. MIT
@@ -2126,30 +2125,30 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
pip install nox
```
-- [Conda](https://anaconda.org/conda-forge/nox) (📥 210K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/nox) (📥 220K · ⏱️ 16.06.2023):
```
conda install -c conda-forge nox
```
nose2 (🥈32 · ⭐ 760) - The successor to nose, based on unittest2. BSD-2
+asv (🥈32 · ⭐ 790) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-- [GitHub](https://github.com/nose-devs/nose2) (👨💻 74 · 🔀 140 · 📦 24K · 📋 270 - 19% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/airspeed-velocity/asv) (👨💻 76 · 🔀 170 · 📦 980 · 📋 560 - 25% open · ⏱️ 23.08.2023):
```
- git clone https://github.com/nose-devs/nose2
+ git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/nose2) (📥 560K / month · 📦 1.1K · ⏱️ 29.04.2023):
+- [PyPi](https://pypi.org/project/asv) (📥 34K / month · 📦 76 · ⏱️ 20.08.2023):
```
- pip install nose2
+ pip install asv
```
-- [Conda](https://anaconda.org/conda-forge/nose2) (📥 110K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/asv) (📥 740K · ⏱️ 21.08.2023):
```
- conda install -c conda-forge nose2
+ conda install -c conda-forge asv
```
playwright-python (🥈31 · ⭐ 9.2K) - Python version of the Playwright testing and automation.. Apache-2
+playwright-python (🥉31 · ⭐ 9.3K) - Python version of the Playwright testing and automation.. Apache-2
-- [GitHub](https://github.com/microsoft/playwright-python) (👨💻 32 · 🔀 730 · 📦 11 · 📋 1.1K - 3% open · ⏱️ 14.08.2023):
+- [GitHub](https://github.com/microsoft/playwright-python) (👨💻 32 · 🔀 730 · 📦 13 · 📋 1.1K - 3% open · ⏱️ 05.09.2023):
```
git clone https://github.com/microsoft/playwright-python
@@ -2159,110 +2158,30 @@ This curated list contains 270 awesome open-source projects with a total of 890K
pip install playwright
```
asv (🥈31 · ⭐ 790) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
+pytest-sugar (🥉30 · ⭐ 1.1K) - a plugin for py.test that changes the default look and feel.. BSD-3
-- [GitHub](https://github.com/airspeed-velocity/asv) (👨💻 76 · 🔀 160 · 📦 980 · 📋 550 - 24% open · ⏱️ 23.08.2023):
+- [GitHub](https://github.com/Teemu/pytest-sugar) (👨💻 50 · 🔀 70 · 📥 6 · 📦 23K · 📋 120 - 20% open · ⏱️ 08.08.2023):
```
- git clone https://github.com/airspeed-velocity/asv
+ git clone https://github.com/Teemu/pytest-sugar
```
-- [PyPi](https://pypi.org/project/asv) (📥 34K / month):
+- [PyPi](https://pypi.org/project/pytest-sugar) (📥 970K / month · 📦 2.8K · ⏱️ 10.04.2023):
```
- pip install asv
+ pip install pytest-sugar
```
-- [Conda](https://anaconda.org/conda-forge/asv) (📥 740K · ⏱️ 21.08.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (📥 210K · ⏱️ 02.07.2023):
```
- conda install -c conda-forge asv
+ conda install -c conda-forge pytest-sugar
```
pytest-asyncio (🥈29 · ⭐ 1.2K) - Asyncio support for pytest. Apache-2
+pytest-testinfra (🥉29 · ⭐ 2.2K) - Testinfra test your infrastructures. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (👨💻 42 · 🔀 120 · 📥 150 · 📋 240 - 10% open · ⏱️ 30.08.2023):
-
- ```
- git clone https://github.com/pytest-dev/pytest-asyncio
- ```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (📥 7.3M / month):
- ```
- pip install pytest-asyncio
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (📥 1.7M · ⏱️ 12.07.2023):
- ```
- conda install -c conda-forge pytest-asyncio
- ```
-coveralls-python (🥈29 · ⭐ 530) - Show coverage stats online via coveralls.io. MIT
-
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨💻 64 · 🔀 180 · 📦 32K · 📋 160 - 9% open · ⏱️ 14.08.2023):
-
- ```
- git clone https://github.com/TheKevJames/coveralls-python
- ```
-- [PyPi](https://pypi.org/project/coveralls) (📥 470K / month):
- ```
- pip install coveralls
- ```
-- [Conda](https://anaconda.org/conda-forge/coveralls) (📥 990K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge coveralls
- ```
-pytest-xdist (🥉28 · ⭐ 1.2K) - pytest plugin for distributed testing and loop-on-failures.. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (👨💻 90 · 🔀 190 · 📋 550 - 40% open · ⏱️ 26.08.2023):
-
- ```
- git clone https://github.com/pytest-dev/pytest-xdist
- ```
-- [PyPi](https://pypi.org/project/pytest-xdist) (📥 11M / month):
- ```
- pip install pytest-xdist
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (📥 5.1M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge pytest-xdist
- ```
-pytest-benchmark (🥉28 · ⭐ 1.1K) - py.test fixture for benchmarking code. BSD-2
-
-- [GitHub](https://github.com/ionelmc/pytest-benchmark) (👨💻 39 · 🔀 100 · 📦 7.4K · 📋 180 - 50% open · ⏱️ 27.04.2023):
-
- ```
- git clone https://github.com/ionelmc/pytest-benchmark
- ```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (📥 680K / month):
- ```
- pip install pytest-benchmark
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (📥 1.9M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge pytest-benchmark
- ```
-ddt (🥉28 · ⭐ 430 · 💤) - Data-Driven Tests for Python Unittest. MIT
-
-- [GitHub](https://github.com/datadriventests/ddt) (👨💻 37 · 🔀 110 · 📦 5.2K · 📋 49 - 14% open · ⏱️ 10.08.2022):
-
- ```
- git clone https://github.com/datadriventests/ddt
- ```
-- [PyPi](https://pypi.org/project/ddt) (📥 380K / month):
- ```
- pip install ddt
- ```
-- [Conda](https://anaconda.org/conda-forge/ddt) (📥 87K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge ddt
- ```
-pytest-testinfra (🥉27 · ⭐ 2.2K) - Testinfra test your infrastructures. Apache-2
-
-- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (👨💻 130 · 🔀 320 · 📋 330 - 35% open · ⏱️ 28.08.2023):
+- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (👨💻 130 · 🔀 330 · 📋 340 - 37% open · ⏱️ 28.08.2023):
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (📥 350K / month):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (📥 350K / month · 📦 10 · ⏱️ 24.08.2023):
```
pip install pytest-testinfra
```
@@ -2271,57 +2190,41 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge pytest-testinfra
```
freezegun (🥉26 · ⭐ 3.8K) - Let your Python tests travel through time. Apache-2
+pytest-benchmark (🥉29 · ⭐ 1.1K) - py.test fixture for benchmarking code. BSD-2
-- [GitHub](https://github.com/spulec/freezegun) (👨💻 110 · 🔀 240 · 📋 290 - 38% open · ⏱️ 22.02.2023):
+- [GitHub](https://github.com/ionelmc/pytest-benchmark) (👨💻 39 · 🔀 110 · 📦 7.4K · 📋 180 - 52% open · ⏱️ 27.04.2023):
```
- git clone https://github.com/spulec/freezegun
+ git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/freezegun) (📥 6.5M / month):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (📥 670K / month · 📦 700 · ⏱️ 25.10.2022):
```
- pip install freezegun
+ pip install pytest-benchmark
```
-- [Conda](https://anaconda.org/conda-forge/freezegun) (📥 1.4M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (📥 1.9M · ⏱️ 16.06.2023):
```
- conda install -c conda-forge freezegun
+ conda install -c conda-forge pytest-benchmark
```
factory_boy (🥉26 · ⭐ 3.2K) - A test fixtures replacement for Python. MIT
+coveralls-python (🥉29 · ⭐ 530) - Show coverage stats online via coveralls.io. MIT
-- [GitHub](https://github.com/FactoryBoy/factory_boy) (👨💻 130 · 🔀 360 · 📋 560 - 29% open · ⏱️ 16.08.2023):
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (👨💻 64 · 🔀 180 · 📦 32K · 📋 160 - 9% open · ⏱️ 14.08.2023):
```
- git clone https://github.com/FactoryBoy/factory_boy
+ git clone https://github.com/TheKevJames/coveralls-python
```
-- [PyPi](https://pypi.org/project/factory_boy) (📥 3M / month):
+- [PyPi](https://pypi.org/project/coveralls) (📥 460K / month):
```
- pip install factory_boy
+ pip install coveralls
```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (📥 130K · ⏱️ 19.07.2023):
+- [Conda](https://anaconda.org/conda-forge/coveralls) (📥 1M · ⏱️ 16.06.2023):
```
- conda install -c conda-forge factory_boy
- ```
-green (🥉26 · ⭐ 770 · 📈) - Green is a clean, colorful, fast python test runner. MIT
-
-- [GitHub](https://github.com/CleanCut/green) (👨💻 39 · 🔀 80 · 📋 180 - 2% open · ⏱️ 18.05.2023):
-
- ```
- git clone https://github.com/CleanCut/green
- ```
-- [PyPi](https://pypi.org/project/green) (📥 14K / month · 📦 230 · ⏱️ 21.09.2022):
- ```
- pip install green
- ```
-- [Conda](https://anaconda.org/conda-forge/green) (📥 130K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge green
+ conda install -c conda-forge coveralls
```
pytest-testmon (🥉26 · ⭐ 710) - Selects tests affected by changed files. Executes the.. ❗️AGPL-3.0
-- [GitHub](https://github.com/tarpas/pytest-testmon) (👨💻 24 · 🔀 47 · 📦 1.2K · 📋 150 - 17% open · ⏱️ 13.07.2023):
+- [GitHub](https://github.com/tarpas/pytest-testmon) (👨💻 24 · 🔀 48 · 📦 1.2K · 📋 150 - 17% open · ⏱️ 13.07.2023):
```
git clone https://github.com/tarpas/pytest-testmon
@@ -2335,22 +2238,54 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge pytest-testmon
```
pytest-mypy (🥉26 · ⭐ 230) - Mypy static type checker plugin for Pytest. MIT
+green (🥉25 · ⭐ 770) - Green is a clean, colorful, fast python test runner. MIT
+
+- [GitHub](https://github.com/CleanCut/green) (👨💻 39 · 🔀 80 · 📋 180 - 2% open · ⏱️ 18.05.2023):
+
+ ```
+ git clone https://github.com/CleanCut/green
+ ```
+- [PyPi](https://pypi.org/project/green) (📥 13K / month · 📦 230 · ⏱️ 21.09.2022):
+ ```
+ pip install green
+ ```
+- [Conda](https://anaconda.org/conda-forge/green) (📥 130K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge green
+ ```
+pytest-mypy (🥉25 · ⭐ 230) - Mypy static type checker plugin for Pytest. MIT
- [GitHub](https://github.com/realpython/pytest-mypy) (👨💻 16 · 🔀 33 · 📦 3.7K · 📋 63 - 17% open · ⏱️ 08.05.2023):
```
git clone https://github.com/dbader/pytest-mypy
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (📥 280K / month · 📦 470 · ⏱️ 18.12.2022):
+- [PyPi](https://pypi.org/project/pytest-mypy) (📥 280K / month):
```
pip install pytest-mypy
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (📥 82K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (📥 83K · ⏱️ 16.06.2023):
```
conda install -c conda-forge pytest-mypy
```
pytest-datadir (🥉23 · ⭐ 220) - pytest plugin for manipulating test data directories and.. MIT
+
+- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (👨💻 10 · 🔀 21 · 📦 1.5K · 📋 20 - 40% open · ⏱️ 05.09.2023):
+
+ ```
+ git clone https://github.com/gabrielcnr/pytest-datadir
+ ```
+- [PyPi](https://pypi.org/project/pytest-datadir) (📥 170K / month · 📦 120 · ⏱️ 25.10.2022):
+ ```
+ pip install pytest-datadir
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (📥 220K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge pytest-datadir
+ ```
+xdoctest (🥉22 · ⭐ 190) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
- [GitHub](https://github.com/Erotemic/xdoctest) (👨💻 9 · 🔀 10 · 📋 45 - 42% open · ⏱️ 04.08.2023):
@@ -2383,26 +2318,14 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge pytest-randomly
```
pytest-docker (🥉21 · ⭐ 350) - Docker-based integration tests. MIT
-
-- [GitHub](https://github.com/avast/pytest-docker) (👨💻 17 · 🔀 59 · 📥 130 · 📋 52 - 34% open · ⏱️ 19.07.2023):
-
- ```
- git clone https://github.com/avast/pytest-docker
- ```
-- [PyPi](https://pypi.org/project/pytest-docker) (📥 140K / month · 📦 39 · ⏱️ 19.07.2023):
- ```
- pip install pytest-docker
- ```
-pytest-plugins (🥉20 · ⭐ 520 · 💤) - A grab-bag of nifty pytest plugins. MIT
-- [GitHub](https://github.com/man-group/pytest-plugins) (👨💻 62 · 🔀 74 · 📋 110 - 45% open · ⏱️ 03.11.2022):
+- [GitHub](https://github.com/man-group/pytest-plugins) (👨💻 62 · 🔀 75 · 📋 110 - 45% open · ⏱️ 03.11.2022):
```
git clone https://github.com/man-group/pytest-plugins
```
-- [PyPi](https://pypi.org/project/pytest-virtualenv) (📥 48K / month):
+- [PyPi](https://pypi.org/project/pytest-virtualenv) (📥 50K / month):
```
pip install pytest-virtualenv
```
@@ -2411,22 +2334,32 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge pytest-shutil
```
Show 14 hidden projects...
+pytest-docker (🥉19 · ⭐ 350) - Docker-based integration tests. MIT
-- hypothesis (🥇38 · ⭐ 6.9K) - Hypothesis is a powerful, flexible, and easy to use library.. ❗Unlicensed
-- nose (🥈34 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
-- pytest-html (🥈32 · ⭐ 620) - Plugin for generating HTML reports for pytest results. ❗Unlicensed ❗Unlicensed ❗Unlicensed
+- [GitHub](https://github.com/avast/pytest-docker) (👨💻 18 · 🔀 56 · 📥 130 · 📋 43 - 20% open · ⏱️ 01.09.2023):
+
+ ```
+ git clone https://github.com/avast/pytest-docker
+ ```
+- [PyPi](https://pypi.org/project/pytest-docker) (📥 140K / month):
+ ```
+ pip install pytest-docker
+ ```
+Show 12 hidden projects...
+
+- nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
+- pytest-html (🥈33 · ⭐ 620) - Plugin for generating HTML reports for pytest results. ❗Unlicensed ❗Unlicensed
+- ddt (🥉27 · ⭐ 430 · 💀) - Data-Driven Tests for Python Unittest. MIT
- uiautomator (🥉26 · ⭐ 1.9K · 💀) - Python wrapper of Android uiautomator test tool. MIT
- pytest-lazy-fixture (🥉25 · ⭐ 340 · 💀) - It helps to use fixtures in pytest.mark.parametrize. MIT MIT MIT MIT
- sixpack (🥉21 · ⭐ 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
-- pytest-datadir (🥉19 · ⭐ 220) - pytest plugin for manipulating test data directories.. ❗Unlicensed BSD-3
- fake2db (🥉18 · ⭐ 2.2K · 💀) - create custom test databases that are populated with fake data. ❗️GPL-2.0
-- assertpy (🥉13 · ⭐ 18 · 💀) - Simple assertion library for unit testing in python with a fluent API. BSD-3
-- pytest-play (🥉11 · ⭐ 68 · 💀) - pytest plugin that let you automate actions and.. Apache-2 Apache-2
@@ -2438,7 +2371,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
pyinstaller (🥇42 · ⭐ 11K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨💻 460 · 🔀 1.9K · 📥 740K · 📦 48K · 📋 5K - 5% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨💻 460 · 🔀 1.9K · 📥 740K · 📦 48K · 📋 5K - 5% open · ⏱️ 04.09.2023):
```
git clone https://github.com/pyinstaller/pyinstaller
@@ -2452,58 +2385,66 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge pyinstaller
```
Nuitka (🥇37 · ⭐ 9.6K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
+Nuitka (🥇39 · ⭐ 9.6K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
-- [GitHub](https://github.com/Nuitka/Nuitka) (👨💻 150 · 🔀 510 · 📦 1.4K · 📋 1.9K - 6% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/Nuitka/Nuitka) (👨💻 150 · 🔀 510 · 📦 1.4K · 📋 1.9K - 7% open · ⏱️ 30.08.2023):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (📥 77K / month):
+- [PyPi](https://pypi.org/project/nuitka) (📥 75K / month · 📦 60 · ⏱️ 01.09.2023):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 570K · ⏱️ 14.08.2023):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (📥 570K · ⏱️ 01.09.2023):
```
conda install -c conda-forge nuitka
```
packaging (🥇37 · ⭐ 520) - Core utilities for Python packages. Apache-2
-
-- [GitHub](https://github.com/pypa/packaging) (👨💻 95 · 🔀 230 · 📥 740 · 📦 840K · 📋 340 - 22% open · ⏱️ 19.08.2023):
-
- ```
- git clone https://github.com/pypa/packaging
- ```
-- [PyPi](https://pypi.org/project/packaging) (📥 160M / month · 📦 19K · ⏱️ 12.04.2023):
- ```
- pip install packaging
- ```
-- [Conda](https://anaconda.org/conda-forge/packaging) (📥 38M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge packaging
- ```
-pex (🥈32 · ⭐ 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
-- [GitHub](https://github.com/pantsbuild/pex) (👨💻 120 · 🔀 240 · 📥 3.2M · 📋 1.1K - 15% open · ⏱️ 28.08.2023):
+- [GitHub](https://github.com/pantsbuild/pex) (👨💻 120 · 🔀 240 · 📥 3.2M · 📋 1.1K - 15% open · ⏱️ 05.09.2023):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (📥 940K / month · 📦 140 · ⏱️ 28.08.2023):
+- [PyPi](https://pypi.org/project/pex) (📥 890K / month · 📦 140 · ⏱️ 28.08.2023):
```
pip install pex
```
cx_Freeze (🥈32 · ⭐ 1.1K) - Create standalone executables from Python scripts, with the.. Python-2.0
+briefcase (🥈28 · ⭐ 2K) - Tools to support converting a Python project into a standalone native.. BSD-3
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨💻 100 · 🔀 200 · 📋 870 - 5% open · ⏱️ 29.08.2023):
+- [GitHub](https://github.com/beeware/briefcase) (👨💻 130 · 🔀 290 · 📥 170 · 📋 640 - 17% open · ⏱️ 03.09.2023):
+
+ ```
+ git clone https://github.com/beeware/briefcase
+ ```
+- [PyPi](https://pypi.org/project/briefcase) (📥 3.9K / month):
+ ```
+ pip install briefcase
+ ```
+PyOxidizer (🥈27 · ⭐ 4.9K · 💤) - A modern Python application packaging and distribution tool. MPL-2.0
+
+- [GitHub](https://github.com/indygreg/PyOxidizer) (👨💻 54 · 🔀 200 · 📥 11K · 📦 150 · 📋 560 - 58% open · ⏱️ 21.01.2023):
+
+ ```
+ git clone https://github.com/indygreg/PyOxidizer
+ ```
+- [PyPi](https://pypi.org/project/pyoxidizer) (📥 3.8K / month · 📦 2 · ⏱️ 02.01.2023):
+ ```
+ pip install pyoxidizer
+ ```
+cx_Freeze (🥈27 · ⭐ 1.1K · 📉) - Create standalone executables from Python scripts, with.. ❗Unlicensed
+
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (👨💻 100 · 🔀 200 · 📋 870 - 5% open · ⏱️ 07.09.2023):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
-- [PyPi](https://pypi.org/project/cx_freeze) (📥 110K / month · 📦 51 · ⏱️ 24.08.2023):
+- [PyPi](https://pypi.org/project/cx_freeze) (📥 100K / month):
```
pip install cx_freeze
```
@@ -2512,78 +2453,30 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge cx_freeze
```
briefcase (🥈30 · ⭐ 2K) - Tools to support converting a Python project into a standalone native.. BSD-3
+shiv (🥉22 · ⭐ 1.6K · 💤) - shiv is a command line utility for building fully self contained Python.. BSD-2
-- [GitHub](https://github.com/beeware/briefcase) (👨💻 130 · 🔀 280 · 📥 170 · 📋 640 - 16% open · ⏱️ 31.08.2023):
-
- ```
- git clone https://github.com/beeware/briefcase
- ```
-- [PyPi](https://pypi.org/project/briefcase) (📥 3.9K / month · 📦 19 · ⏱️ 27.06.2022):
- ```
- pip install briefcase
- ```
-py2app (🥉28 · ⭐ 260) - py2app is a Python setuptools command which will allow you to make.. MIT
-
-- [GitHub](https://github.com/ronaldoussoren/py2app) (👨💻 31 · 🔀 28 · 📦 4.5K · 📋 480 - 35% open · ⏱️ 16.04.2023):
-
- ```
- git clone https://github.com/ronaldoussoren/py2app
- ```
-- [PyPi](https://pypi.org/project/py2app) (📥 19K / month · 📦 830 · ⏱️ 27.12.2022):
- ```
- pip install py2app
- ```
-PyOxidizer (🥉26 · ⭐ 4.9K · 💤) - A modern Python application packaging and distribution tool. MPL-2.0
-
-- [GitHub](https://github.com/indygreg/PyOxidizer) (👨💻 54 · 🔀 200 · 📥 11K · 📦 150 · 📋 540 - 56% open · ⏱️ 21.01.2023):
-
- ```
- git clone https://github.com/indygreg/PyOxidizer
- ```
-- [PyPi](https://pypi.org/project/pyoxidizer) (📥 4K / month):
- ```
- pip install pyoxidizer
- ```
-constructor (🥉25 · ⭐ 420) - tool for creating installers from conda packages. BSD-3
-
-- [GitHub](https://github.com/conda/constructor) (👨💻 70 · 🔀 160 · 📥 280 · 📦 14 · 📋 330 - 11% open · ⏱️ 31.08.2023):
-
- ```
- git clone https://github.com/conda/constructor
- ```
-- [Conda](https://anaconda.org/anaconda/constructor) (📥 7.8K · ⏱️ 24.08.2023):
- ```
- conda install -c anaconda constructor
- ```
-py2exe (🥉24 · ⭐ 640 · 💤) - Create standalone Windows programs from Python code. MIT
-
-- [GitHub](https://github.com/py2exe/py2exe) (👨💻 17 · 🔀 80 · 📥 14K · 📦 1.8K · 📋 150 - 10% open · ⏱️ 27.01.2023):
-
- ```
- git clone https://github.com/py2exe/py2exe
- ```
-- [PyPi](https://pypi.org/project/py2exe) (📥 14K / month · 📦 180 · ⏱️ 05.11.2022):
- ```
- pip install py2exe
- ```
-shiv (🥉23 · ⭐ 1.6K · 💤) - shiv is a command line utility for building fully self contained Python.. BSD-2
-
-- [GitHub](https://github.com/linkedin/shiv) (👨💻 39 · 🔀 85 · 📥 590 · 📋 120 - 35% open · ⏱️ 04.11.2022):
+- [GitHub](https://github.com/linkedin/shiv) (👨💻 39 · 🔀 83 · 📥 590 · 📋 120 - 33% open · ⏱️ 04.11.2022):
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (📥 22K / month · 📦 13 · ⏱️ 24.01.2022):
+- [PyPi](https://pypi.org/project/shiv) (📥 22K / month):
```
pip install shiv
```
xar (🥉21 · ⭐ 1.6K) - executable archive format. BSD-3
+
+- [GitHub](https://github.com/facebookincubator/xar) (👨💻 41 · 🔀 55 · 📦 28 · 📋 33 - 24% open · ⏱️ 05.09.2023):
+
+ ```
+ git clone https://github.com/facebookincubator/xar
+ ```
+- [PyPi](https://pypi.org/project/xar) (📥 530 / month · ⏱️ 02.12.2020):
+ ```
+ pip install xar
+ ```
+subpar (🥉13 · ⭐ 560 · 💤) - Subpar is a utility for creating self-contained python.. Apache-2
- [GitHub](https://github.com/google/subpar) (👨💻 16 · 🔀 67 · 📋 64 - 53% open · ⏱️ 19.12.2022):
@@ -2592,10 +2485,13 @@ This curated list contains 270 awesome open-source projects with a total of 890K
git clone https://github.com/google/subpar
```
Show 3 hidden projects...
+Show 6 hidden projects...
-- pynsist (🥉23 · ⭐ 850 · 💀) - Build Windows installers for Python applications. MIT
-- xar (🥉18 · ⭐ 1.6K) - executable archive format. ❗Unlicensed
+- packaging (🥈35 · ⭐ 520) - Core utilities for Python packages. ❗Unlicensed
+- py2app (🥉25 · ⭐ 260) - py2app is a Python setuptools command which will allow you to make.. ❗Unlicensed
+- constructor (🥉23 · ⭐ 410) - tool for creating installers from conda packages. ❗Unlicensed
+- py2exe (🥉21 · ⭐ 640 · 💤) - Create standalone Windows programs from Python code. ❗Unlicensed
+- pynsist (🥉19 · ⭐ 850 · 💀) - Build Windows installers for Python applications. ❗Unlicensed
- pyship (🥉11 · ⭐ 34) - pyship - ship Python desktop apps to end users. MIT
@@ -2606,71 +2502,39 @@ This curated list contains 270 awesome open-source projects with a total of 890K
setuptools (🥇46 · ⭐ 2.1K) - Official project repository for the Setuptools build system. MIT
-- [GitHub](https://github.com/pypa/setuptools) (👨💻 580 · 🔀 1K · 📦 380K · 📋 2.4K - 24% open · ⏱️ 29.08.2023):
+- [GitHub](https://github.com/pypa/setuptools) (👨💻 580 · 🔀 970 · 📦 390K · 📋 2.3K - 23% open · ⏱️ 07.09.2023):
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (📥 310M / month · 📦 38K · ⏱️ 18.08.2023):
+- [PyPi](https://pypi.org/project/setuptools) (📥 320M / month):
```
pip install setuptools
```
-- [Conda](https://anaconda.org/conda-forge/setuptools) (📥 90M · ⏱️ 18.08.2023):
+- [Conda](https://anaconda.org/conda-forge/setuptools) (📥 91M · ⏱️ 18.08.2023):
```
conda install -c conda-forge setuptools
```
buildbot (🥇36 · ⭐ 5.1K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0
-- [GitHub](https://github.com/buildbot/buildbot) (👨💻 850 · 🔀 1.6K · 📥 32K · 📦 330 · 📋 1.5K - 45% open · ⏱️ 29.08.2023):
+- [GitHub](https://github.com/buildbot/buildbot) (👨💻 850 · 🔀 1.6K · 📥 32K · 📦 330 · 📋 1.5K - 45% open · ⏱️ 05.09.2023):
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (📥 32K / month · 📦 460 · ⏱️ 16.08.2023):
+- [PyPi](https://pypi.org/project/buildbot) (📥 32K / month · 📦 460 · ⏱️ 03.09.2023):
```
pip install buildbot
```
-- [Conda](https://anaconda.org/conda-forge/buildbot) (📥 87K · ⏱️ 17.08.2023):
+- [Conda](https://anaconda.org/conda-forge/buildbot) (📥 87K · ⏱️ 03.09.2023):
```
conda install -c conda-forge buildbot
```
invoke (🥇36 · ⭐ 4.1K) - Pythonic task management & command execution. BSD-2
-
-- [GitHub](https://github.com/pyinvoke/invoke) (👨💻 60 · 🔀 350 · 📦 22K · 📋 780 - 48% open · ⏱️ 12.07.2023):
-
- ```
- git clone https://github.com/pyinvoke/invoke
- ```
-- [PyPi](https://pypi.org/project/invoke) (📥 5.9M / month · 📦 2.8K · ⏱️ 12.07.2023):
- ```
- pip install invoke
- ```
-- [Conda](https://anaconda.org/conda-forge/invoke) (📥 930K · ⏱️ 13.07.2023):
- ```
- conda install -c conda-forge invoke
- ```
-scons (🥈35 · ⭐ 1.8K) - SCons - a software construction tool. MIT
-
-- [GitHub](https://github.com/SCons/scons) (👨💻 150 · 🔀 280 · 📥 1.4K · 📋 3.4K - 19% open · ⏱️ 28.08.2023):
-
- ```
- git clone https://github.com/SCons/scons
- ```
-- [PyPi](https://pypi.org/project/scons) (📥 380K / month · 📦 59 · ⏱️ 30.07.2022):
- ```
- pip install scons
- ```
-- [Conda](https://anaconda.org/conda-forge/scons) (📥 490K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge scons
- ```
-wheel (🥈35 · ⭐ 440) - The official binary distribution format for Python. MIT
-- [GitHub](https://github.com/pypa/wheel) (👨💻 74 · 🔀 130 · 📦 220K · 📋 370 - 8% open · ⏱️ 29.08.2023):
+- [GitHub](https://github.com/pypa/wheel) (👨💻 74 · 🔀 130 · 📦 230K · 📋 370 - 8% open · ⏱️ 05.09.2023):
```
git clone https://github.com/pypa/wheel
@@ -2679,19 +2543,51 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
pip install wheel
```
-- [Conda](https://anaconda.org/conda-forge/wheel) (📥 74M · ⏱️ 22.08.2023):
+- [Conda](https://anaconda.org/conda-forge/wheel) (📥 75M · ⏱️ 22.08.2023):
```
conda install -c conda-forge wheel
```
invoke (🥈34 · ⭐ 4.1K) - Pythonic task management & command execution. BSD-2
+
+- [GitHub](https://github.com/pyinvoke/invoke) (👨💻 60 · 🔀 350 · 📦 22K · 📋 700 - 43% open · ⏱️ 12.07.2023):
+
+ ```
+ git clone https://github.com/pyinvoke/invoke
+ ```
+- [PyPi](https://pypi.org/project/invoke) (📥 5.8M / month):
+ ```
+ pip install invoke
+ ```
+- [Conda](https://anaconda.org/conda-forge/invoke) (📥 930K · ⏱️ 13.07.2023):
+ ```
+ conda install -c conda-forge invoke
+ ```
+scons (🥈34 · ⭐ 1.8K) - SCons - a software construction tool. MIT
+
+- [GitHub](https://github.com/SCons/scons) (👨💻 150 · 🔀 280 · 📥 1.4K · 📋 3.4K - 19% open · ⏱️ 06.09.2023):
+
+ ```
+ git clone https://github.com/SCons/scons
+ ```
+- [PyPi](https://pypi.org/project/scons) (📥 370K / month · 📦 60 · ⏱️ 30.07.2022):
+ ```
+ pip install scons
+ ```
+- [Conda](https://anaconda.org/conda-forge/scons) (📥 490K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge scons
+ ```
+twine (🥈34 · ⭐ 1.5K) - Utilities for interacting with PyPI. Apache-2
-- [GitHub](https://github.com/pypa/twine) (👨💻 120 · 🔀 300 · 📦 94K · 📋 470 - 10% open · ⏱️ 31.08.2023):
+- [GitHub](https://github.com/pypa/twine) (👨💻 120 · 🔀 300 · 📦 94K · 📋 470 - 10% open · ⏱️ 05.09.2023):
```
git clone https://github.com/pypa/twine
```
-- [PyPi](https://pypi.org/project/twine) (📥 3.7M / month · 📦 15K · ⏱️ 01.12.2022):
+- [PyPi](https://pypi.org/project/twine) (📥 3.6M / month · 📦 15K · ⏱️ 01.12.2022):
```
pip install twine
```
@@ -2700,46 +2596,14 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge twine
```
flit (🥉31 · ⭐ 2K) - Simplified packaging of Python modules. BSD-3
+setuptools_scm (🥉33 · ⭐ 750) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/flit) (👨💻 68 · 🔀 120 · 📦 1.5K · 📋 400 - 32% open · ⏱️ 15.08.2023):
-
- ```
- git clone https://github.com/pypa/flit
- ```
-- [PyPi](https://pypi.org/project/flit) (📥 250K / month · 📦 460 · ⏱️ 14.05.2023):
- ```
- pip install flit
- ```
-- [Conda](https://anaconda.org/conda-forge/flit) (📥 170K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge flit
- ```
-doit (🥉30 · ⭐ 1.7K · 💤) - task management & automation tool. MIT
-
-- [GitHub](https://github.com/pydoit/doit) (👨💻 65 · 🔀 160 · 📦 1.6K · 📋 300 - 26% open · ⏱️ 16.01.2023):
-
- ```
- git clone https://github.com/pydoit/doit
- ```
-- [PyPi](https://pypi.org/project/doit) (📥 400K / month):
- ```
- pip install doit
- ```
-- [Conda](https://anaconda.org/conda-forge/doit) (📥 220K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge doit
- ```
-setuptools_scm (🥉28 · ⭐ 750) - the blessed package to manage your versions by scm tags. MIT
-
-- [GitHub](https://github.com/pypa/setuptools_scm) (👨💻 120 · 🔀 190 · 📋 490 - 18% open · ⏱️ 29.08.2023):
+- [GitHub](https://github.com/pypa/setuptools_scm) (👨💻 120 · 🔀 200 · 📋 490 - 18% open · ⏱️ 29.08.2023):
```
git clone https://github.com/pypa/setuptools_scm
```
-- [PyPi](https://pypi.org/project/setuptools_scm) (📥 17M / month):
+- [PyPi](https://pypi.org/project/setuptools_scm) (📥 17M / month · 📦 640 · ⏱️ 20.07.2023):
```
pip install setuptools_scm
```
@@ -2748,14 +2612,46 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge setuptools_scm
```
pybuilder (🥉26 · ⭐ 1.6K) - Software build automation tool for Python. Apache-2
+doit (🥉30 · ⭐ 1.7K · 💤) - task management & automation tool. MIT
-- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 39 · 🔀 240 · 📋 500 - 16% open · ⏱️ 10.07.2023):
+- [GitHub](https://github.com/pydoit/doit) (👨💻 65 · 🔀 170 · 📦 1.6K · 📋 300 - 28% open · ⏱️ 16.01.2023):
+
+ ```
+ git clone https://github.com/pydoit/doit
+ ```
+- [PyPi](https://pypi.org/project/doit) (📥 400K / month · 📦 290 · ⏱️ 22.04.2022):
+ ```
+ pip install doit
+ ```
+- [Conda](https://anaconda.org/conda-forge/doit) (📥 230K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge doit
+ ```
+flit (🥉29 · ⭐ 2K) - Simplified packaging of Python modules. BSD-3
+
+- [GitHub](https://github.com/pypa/flit) (👨💻 68 · 🔀 120 · 📦 1.5K · 📋 380 - 28% open · ⏱️ 06.09.2023):
+
+ ```
+ git clone https://github.com/pypa/flit
+ ```
+- [PyPi](https://pypi.org/project/flit) (📥 220K / month):
+ ```
+ pip install flit
+ ```
+- [Conda](https://anaconda.org/conda-forge/flit) (📥 170K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge flit
+ ```
+pybuilder (🥉29 · ⭐ 1.6K) - Software build automation tool for Python. Apache-2
+
+- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 39 · 🔀 260 · 📋 520 - 18% open · ⏱️ 10.07.2023):
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (📥 21K / month):
+- [PyPi](https://pypi.org/project/pybuilder) (📥 22K / month · 📦 60 · ⏱️ 04.11.2022):
```
pip install pybuilder
```
@@ -2771,16 +2667,16 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (📥 180 / month · 📦 7 · ⏱️ 16.11.2021):
+- [PyPi](https://pypi.org/project/universal-build) (📥 220 / month · 📦 7 · ⏱️ 16.11.2021):
```
pip install universal-build
```
Show 3 hidden projects...
-- buildout (🥉22 · ⭐ 560 · 💤) - Buildout is a deployment automation tool written in and.. ❗Unlicensed
-- paver (🥉16 · ⭐ 460) - Python-based project scripting. ❗Unlicensed
+- buildout (🥉28 · ⭐ 560 · 💤) - Buildout is a deployment automation tool written in and.. ❗️ZPL-2.1
- pynt (🥉16 · ⭐ 160 · 💀) - A pynt of Python build. MIT
+- paver (🥉15 · ⭐ 460) - Python-based project scripting. ❗Unlicensed
@@ -2815,31 +2711,31 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
pip install glances
```
-- [Conda](https://anaconda.org/conda-forge/glances) (📥 200K · ⏱️ 05.06.2023):
+- [Conda](https://anaconda.org/conda-forge/glances) (📥 210K · ⏱️ 05.06.2023):
```
conda install -c conda-forge glances
```
Scalene (🥈33 · ⭐ 9.2K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
+Scalene (🥈33 · ⭐ 9.8K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-- [GitHub](https://github.com/plasma-umass/scalene) (👨💻 42 · 🔀 290 · 📦 480 · 📋 390 - 35% open · ⏱️ 31.08.2023):
+- [GitHub](https://github.com/plasma-umass/scalene) (👨💻 43 · 🔀 320 · 📦 480 · 📋 390 - 35% open · ⏱️ 06.09.2023):
```
git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (📥 22K / month):
+- [PyPi](https://pypi.org/project/scalene) (📥 27K / month · 📦 5 · ⏱️ 01.09.2023):
```
pip install scalene
```
pyinstrument (🥈33 · ⭐ 5.5K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
-- [GitHub](https://github.com/joerick/pyinstrument) (👨💻 52 · 🔀 200 · 📦 1.7K · 📋 120 - 13% open · ⏱️ 21.08.2023):
+- [GitHub](https://github.com/joerick/pyinstrument) (👨💻 52 · 🔀 230 · 📦 1.7K · 📋 120 - 15% open · ⏱️ 01.09.2023):
```
git clone https://github.com/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (📥 620K / month):
+- [PyPi](https://pypi.org/project/pyinstrument) (📥 620K / month · 📦 120 · ⏱️ 22.07.2023):
```
pip install pyinstrument
```
@@ -2850,28 +2746,28 @@ This curated list contains 270 awesome open-source projects with a total of 890K
memray (🥈32 · ⭐ 11K) - Memray is a memory profiler for Python. Apache-2
-- [GitHub](https://github.com/bloomberg/memray) (👨💻 37 · 🔀 330 · 📦 200 · 📋 130 - 13% open · ⏱️ 16.08.2023):
+- [GitHub](https://github.com/bloomberg/memray) (👨💻 37 · 🔀 330 · 📦 200 · 📋 130 - 12% open · ⏱️ 05.09.2023):
```
git clone https://github.com/bloomberg/memray
```
-- [PyPi](https://pypi.org/project/memray) (📥 350K / month · 📦 8 · ⏱️ 01.08.2023):
+- [PyPi](https://pypi.org/project/memray) (📥 330K / month):
```
pip install memray
```
-- [Conda](https://anaconda.org/conda-forge/memray) (📥 61K · ⏱️ 02.08.2023):
+- [Conda](https://anaconda.org/conda-forge/memray) (📥 63K · ⏱️ 02.08.2023):
```
conda install -c conda-forge memray
```
py-spy (🥈32 · ⭐ 11K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (👨💻 34 · 🔀 380 · 📥 14K · 📦 3K · 📋 320 - 42% open · ⏱️ 03.08.2023):
+- [GitHub](https://github.com/benfred/py-spy) (👨💻 34 · 🔀 380 · 📥 14K · 📦 3K · 📋 320 - 42% open · ⏱️ 05.09.2023):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (📥 3M / month · 📦 45 · ⏱️ 07.09.2022):
+- [PyPi](https://pypi.org/project/py-spy) (📥 2.8M / month · 📦 45 · ⏱️ 07.09.2022):
```
pip install py-spy
```
@@ -2879,12 +2775,12 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
conda install -c conda-forge py-spy
```
-- [Cargo](https://crates.io/crates/py-spy) (📥 480 / month):
+- [Cargo](https://crates.io/crates/py-spy) (📥 480 / month · 📦 1 · ⏱️ 07.09.2022):
```
cargo install py-spy
```
memory-profiler (🥈29 · ⭐ 4K · 📈) - Monitor Memory usage of Python code. BSD-3
+memory-profiler (🥈29 · ⭐ 4K) - Monitor Memory usage of Python code. BSD-3
- [GitHub](https://github.com/pythonprofilers/memory_profiler) (👨💻 100 · 🔀 370 · 📋 240 - 53% open · ⏱️ 21.07.2023):
@@ -2895,11 +2791,27 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
pip install memory_profiler
```
-- [Conda](https://anaconda.org/conda-forge/memory_profiler) (📥 360K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/memory_profiler):
```
conda install -c conda-forge memory_profiler
```
line_profiler (🥉28 · ⭐ 2K) - Line-by-line profiling for Python. BSD-3
+
+- [GitHub](https://github.com/pyutils/line_profiler) (👨💻 41 · 🔀 100 · 📋 93 - 47% open · ⏱️ 21.08.2023):
+
+ ```
+ git clone https://github.com/pyutils/line_profiler
+ ```
+- [PyPi](https://pypi.org/project/line_profiler) (📥 400K / month · 📦 82 · ⏱️ 22.08.2023):
+ ```
+ pip install line_profiler
+ ```
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 430K · ⏱️ 22.08.2023):
+ ```
+ conda install -c conda-forge line_profiler
+ ```
+Diamond (🥉28 · ⭐ 1.7K · 💤) - Diamond is a python daemon that collects system metrics and publishes.. MIT
- [GitHub](https://github.com/python-diamond/Diamond) (👨💻 390 · 🔀 600 · 📦 150 · 📋 300 - 44% open · ⏱️ 29.01.2023):
@@ -2907,19 +2819,19 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
git clone https://github.com/python-diamond/Diamond
```
-- [PyPi](https://pypi.org/project/diamond) (📥 7.3K / month · 📦 34 · ⏱️ 25.11.2016):
+- [PyPi](https://pypi.org/project/diamond) (📥 7.6K / month · 📦 34 · ⏱️ 25.11.2016):
```
pip install diamond
```
Yappi (🥉28 · ⭐ 1.2K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
-- [GitHub](https://github.com/sumerc/yappi) (👨💻 28 · 🔀 66 · 📦 1K · 📋 70 - 27% open · ⏱️ 29.05.2023):
+- [GitHub](https://github.com/sumerc/yappi) (👨💻 28 · 🔀 66 · 📦 1K · 📋 75 - 32% open · ⏱️ 29.05.2023):
```
git clone https://github.com/sumerc/yappi
```
-- [PyPi](https://pypi.org/project/yappi) (📥 1.6M / month):
+- [PyPi](https://pypi.org/project/yappi) (📥 1.5M / month · 📦 350 · ⏱️ 31.10.2022):
```
pip install yappi
```
@@ -2928,16 +2840,15 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge yappi
```
Show 9 hidden projects...
+Show 8 hidden projects...
- Bpytop (🥉28 · ⭐ 9.5K · 💀) - Linux/OSX/FreeBSD resource monitor. Apache-2
+- memory_profiler (🥉26 · ⭐ 4K · 💀) - Monitor Memory usage of Python code. BSD-3
- pympler (🥉26 · ⭐ 1.1K · 💀) - Development tool to measure, monitor and analyze the memory.. Apache-2
-- line_profiler (🥉23 · ⭐ 2K · 📉) - Line-by-line profiling for Python. ❗Unlicensed
-- vprof (🥉22 · ⭐ 3.9K · 💀) - Visual profiler for Python. BSD-2
+- vprof (🥉23 · ⭐ 3.9K · 💀) - Visual profiler for Python. BSD-2
- Profiling (🥉21 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler. BSD-3
-- heartrate (🥉21 · ⭐ 1.6K · 💀) - Simple real time visualisation of the execution of a Python program. MIT
+- heartrate (🥉20 · ⭐ 1.6K · 💀) - Simple real time visualisation of the execution of a Python program. MIT
- pyheat (🥉17 · ⭐ 770 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
-- memory_profiler (🥉16 · ⭐ 83 · 💀) - Monitor Memory usage of Python code. ❗Unlicensed
- livepython (🥉12 · ⭐ 2.5K · 💀) - Visually trace Python code in real-time. MIT
@@ -2953,7 +2864,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
git clone https://github.com/python/typed_ast
```
-- [PyPi](https://pypi.org/project/typed_ast) (📥 8.4M / month · 📦 5.5K · ⏱️ 04.07.2023):
+- [PyPi](https://pypi.org/project/typed_ast) (📥 8.1M / month · 📦 5.5K · ⏱️ 04.07.2023):
```
pip install typed_ast
```
@@ -2962,38 +2873,6 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge typed-ast
```
astor (🥈29 · ⭐ 740 · 💤) - Python AST read/write. BSD-3
-
-- [GitHub](https://github.com/berkerpeksag/astor) (👨💻 33 · 🔀 98 · 📋 120 - 34% open · ⏱️ 31.12.2022):
-
- ```
- git clone https://github.com/berkerpeksag/astor
- ```
-- [PyPi](https://pypi.org/project/astor) (📥 5M / month · 📦 2.2K · ⏱️ 10.12.2019):
- ```
- pip install astor
- ```
-- [Conda](https://anaconda.org/conda-forge/astor) (📥 2.2M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge astor
- ```
-executing (🥈29 · ⭐ 260 · 💤) - Get information about what a Python frame is currently doing,.. MIT
-
-- [GitHub](https://github.com/alexmojaki/executing) (👨💻 9 · 🔀 27 · 📦 100K · 📋 33 - 45% open · ⏱️ 27.12.2022):
-
- ```
- git clone https://github.com/alexmojaki/executing
- ```
-- [PyPi](https://pypi.org/project/executing) (📥 12M / month):
- ```
- pip install executing
- ```
-- [Conda](https://anaconda.org/conda-forge/executing) (📥 8.6M · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge executing
- ```
-gast (🥈29 · ⭐ 130) - Python AST that abstracts the underlying Python version. BSD-3
- [GitHub](https://github.com/serge-sans-paille/gast) (👨💻 10 · 🔀 30 · 📦 130K · 📋 33 - 9% open · ⏱️ 29.04.2023):
@@ -3010,6 +2889,38 @@ This curated list contains 270 awesome open-source projects with a total of 890K
conda install -c conda-forge gast
```
astor (🥉28 · ⭐ 740) - Python AST read/write. BSD-3
+
+- [GitHub](https://github.com/berkerpeksag/astor) (👨💻 33 · 🔀 98 · 📋 120 - 34% open · ⏱️ 06.09.2023):
+
+ ```
+ git clone https://github.com/berkerpeksag/astor
+ ```
+- [PyPi](https://pypi.org/project/astor) (📥 4.9M / month · 📦 2.2K · ⏱️ 10.12.2019):
+ ```
+ pip install astor
+ ```
+- [Conda](https://anaconda.org/conda-forge/astor) (📥 2.2M · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge astor
+ ```
+executing (🥉28 · ⭐ 260 · 💤) - Get information about what a Python frame is currently doing,.. MIT
+
+- [GitHub](https://github.com/alexmojaki/executing) (👨💻 9 · 🔀 27 · 📦 100K · 📋 33 - 45% open · ⏱️ 27.12.2022):
+
+ ```
+ git clone https://github.com/alexmojaki/executing
+ ```
+- [PyPi](https://pypi.org/project/executing) (📥 12M / month):
+ ```
+ pip install executing
+ ```
+- [Conda](https://anaconda.org/conda-forge/executing) (📥 8.7M · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge executing
+ ```
+asteval (🥉26 · ⭐ 160) - minimalistic evaluator of python expression using ast module. MIT
- [GitHub](https://github.com/newville/asteval) (👨💻 24 · 🔀 38 · 📋 64 - 4% open · ⏱️ 16.07.2023):
@@ -3017,7 +2928,7 @@ This curated list contains 270 awesome open-source projects with a total of 890K
```
git clone https://github.com/newville/asteval
```
-- [PyPi](https://pypi.org/project/asteval) (📥 260K / month · 📦 180 · ⏱️ 24.05.2022):
+- [PyPi](https://pypi.org/project/asteval) (📥 250K / month · 📦 180 · ⏱️ 24.05.2022):
```
pip install asteval
```
@@ -3038,16 +2949,16 @@ This curated list contains 270 awesome open-source projects with a total of 890K
pre-commit (🥇41 · ⭐ 11K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (👨💻 150 · 🔀 730 · 📥 600K · 📦 150K · 📋 1.8K - 1% open · ⏱️ 30.08.2023):
+- [GitHub](https://github.com/pre-commit/pre-commit) (👨💻 150 · 🔀 660 · 📥 610K · 📦 150K · 📋 1.8K - 0% open · ⏱️ 05.09.2023):
```
git clone https://github.com/pre-commit/pre-commit
```
-- [PyPi](https://pypi.org/project/pre-commit) (📥 13M / month · 📦 5K · ⏱️ 13.06.2023):
+- [PyPi](https://pypi.org/project/pre-commit) (📥 13M / month):
```
pip install pre-commit
```
-- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 3.6M · ⏱️ 14.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pre-commit) (📥 3.6M · ⏱️ 02.09.2023):
```
conda install -c conda-forge pre-commit
```
diff --git a/history/2023-09-07_changes.md b/history/2023-09-07_changes.md
new file mode 100644
index 0000000..1ed5729
--- /dev/null
+++ b/history/2023-09-07_changes.md
@@ -0,0 +1,20 @@
+## 📈 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._
+
+- pytest-xdist (🥇36 · ⭐ 1.2K · 📈) - pytest plugin for distributed testing and loop-on-.. MIT Apache-2
+- factory_boy (🥈32 · ⭐ 3.2K · 📈) - A test fixtures replacement for Python. MIT
+- hacking (🥈28 · ⭐ 230 · 📈) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 BSD-3
+
+## 📉 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._
+
+- flake8 (🥇37 · ⭐ 3K · 📉) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle;.. ❗Unlicensed
+- pycodestyle (🥈31 · ⭐ 4.9K · 📉) - Simple Python style checker in one Python file. ❗Unlicensed
+- parso (🥈28 · ⭐ 560 · 📉) - A Python Parser. ❗Unlicensed
+- numpydoc (🥈28 · ⭐ 250 · 📉) - Numpys Sphinx extensions. ❗Unlicensed ❗Unlicensed
+
diff --git a/history/2023-09-07_projects.csv b/history/2023-09-07_projects.csv
new file mode 100644
index 0000000..04fac8b
--- /dev/null
+++ b/history/2023-09-07_projects.csv
@@ -0,0 +1,269 @@
+,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,updated_github_id,pypi_id,conda_id,labels,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,github_release_downloads,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,npm_id,npm_url,npm_monthly_downloads,trending,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_dependent_project_count,cargo_monthly_downloads,cargo_total_downloads,conda_forge
+0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2023-08-31 16:58:34.000,2023-08-31 16:58:33,263.0,24.0,148.0,51.0,157.0,1.0,2.0,2001.0,2023-08-31 16:58:40.000,2023.08.31,100.0,12.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,https://github.com/mkdocs/catalog,https://github.com/mkdocs/catalog,CC-BY-SA-4.0,2022-04-17 07:48:22.000,2023-09-04 16:35:12.000,2023-09-04 16:35:12,200.0,24.0,21.0,11.0,115.0,2.0,8.0,423.0,2023-06-29 18:48:34.000,2023.06.29,68.0,14.0,0,True,mkdocs/catalog,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,,https://packaging.python.org/overview/,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,,https://docs.python.org/3/library/unittest.html,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2023-09-07 13:48:36.000,2023-09-07 12:39:02,15305.0,234.0,2394.0,193.0,5231.0,832.0,4619.0,10571.0,2023-09-02 15:41:11.000,7.4.1,163.0,904.0,48,True,,pytest,conda-forge/pytest,['pytest'],1030471.0,1013599.0,https://pypi.org/project/pytest,2023-09-02 15:23:09.000,16872.0,71528867.0,72166462.0,https://anaconda.org/conda-forge/pytest,2023-09-02 17:13:10.675,22315847.0,1.0,,,,,,,,,,,,,,,,,
+5,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2023-09-07 07:11:50.000,2023-09-07 07:11:50,1630.0,67.0,2137.0,230.0,1464.0,372.0,2013.0,33479.0,2023-07-11 00:23:56.321,23.7.0,47.0,391.0,46,True,,black,conda-forge/black,,422812.0,411008.0,https://pypi.org/project/black,2023-07-11 00:23:56.321,11804.0,25645749.0,25858065.0,https://anaconda.org/conda-forge/black,2023-07-11 16:38:59.698,8033875.0,1.0,48569.0,,,,,,,,,,,,,,,,
+6,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2023-09-07 14:19:09.000,2023-09-07 14:19:07,8565.0,233.0,1890.0,363.0,1798.0,190.0,3870.0,24105.0,2023-09-01 14:35:15.000,2023.9.1,376.0,480.0,46,True,,pipenv,conda-forge/pipenv,,108232.0,106976.0,https://pypi.org/project/pipenv,2023-09-01 14:36:10.000,1256.0,10574544.0,10577682.0,https://anaconda.org/conda-forge/pipenv,2023-09-01 16:13:04.150,125540.0,1.0,,,,,,,,,,,,,,,,,
+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 14:02:33.000,2023-09-07 01:37:31.000,2023-09-07 01:37:15,14120.0,245.0,969.0,90.0,1432.0,546.0,1796.0,2129.0,2023-09-06 23:29:12.000,68.2.0,198.0,581.0,46,True,,setuptools,conda-forge/setuptools,,385174.0,385174.0,https://pypi.org/project/setuptools,,,318178515.0,320441099.0,https://anaconda.org/conda-forge/setuptools,2023-08-18 18:33:06.882,90503381.0,1.0,,,,,,,,,,,,,,,,,
+8,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 14:01:48.000,2023-09-04 16:13:09.000,2023-08-07 06:49:18,5962.0,21.0,1346.0,237.0,645.0,281.0,1405.0,9521.0,2023-07-20 15:38:39.940,0.1.0,90.0,198.0,45,True,,psutil,conda-forge/psutil,,378265.0,360975.0,https://pypi.org/project/psutil,2023-04-17 18:27:02.245,17290.0,69559106.0,69841446.0,https://anaconda.org/conda-forge/psutil,2023-06-16 13:17:58.536,25128263.0,1.0,,,,,,,,,,,,,,,,,
+9,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2023-09-06 10:58:38.000,2023-08-30 21:55:02,20393.0,272.0,1977.0,146.0,5022.0,1207.0,5470.0,5605.0,2023-08-30 22:10:05.000,7.2.5,197.0,784.0,45,True,,sphinx,conda-forge/sphinx,['sphinx'],389662.0,327019.0,https://pypi.org/project/sphinx,2023-08-30 22:10:05.000,62643.0,11047878.0,11252249.0,https://anaconda.org/conda-forge/sphinx,2023-08-30 22:30:27.970,8174845.0,1.0,,,,,,,,,,,,,,,,,
+10,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 15:28:09.000,2023-09-04 13:43:33.000,2023-08-01 15:44:57,3833.0,53.0,1605.0,537.0,1021.0,172.0,1028.0,44599.0,2023-08-01 15:47:37.000,13.5.2,187.0,227.0,44,True,,rich,conda-forge/rich,,124472.0,119874.0,https://pypi.org/project/rich,2023-08-01 15:46:49.000,4598.0,30785743.0,30913363.0,https://anaconda.org/conda-forge/rich,2023-07-31 12:52:42.810,4849586.0,1.0,,,,,,,,,,,,,,,,,
+11,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2023-09-07 08:55:53.000,2023-09-07 07:17:30,14034.0,183.0,2788.0,310.0,5283.0,937.0,5989.0,8929.0,,,65.0,745.0,44,True,,pip,conda-forge/pip,,150770.0,150770.0,https://pypi.org/project/pip,,,174370787.0,176587613.0,https://anaconda.org/conda-forge/pip,2023-07-22 11:20:31.783,88673075.0,1.0,,,,,,,,,,,,,,,,,
+12,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 13:13:14.000,2023-09-06 18:31:57.000,2023-08-10 10:52:15,1964.0,22.0,1232.0,212.0,525.0,355.0,577.0,25626.0,2023-08-10 11:59:02.000,4.66.1,108.0,112.0,43,True,,tqdm,conda-forge/tqdm,,540494.0,540494.0,https://pypi.org/project/tqdm,,,72299274.0,72881184.0,https://anaconda.org/conda-forge/tqdm,2023-08-10 12:44:00.709,22687472.0,1.0,11134.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2023-08-26 01:32:37.879259,2.0,4109.0,,,,,,,,,,,
+13,conda,conda/conda,dependency-managers,"A system-level, binary package and environment manager running on all major operating systems and platforms.",,https://github.com/conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2023-09-07 14:02:20.000,2023-09-05 22:36:24,16485.0,130.0,1401.0,196.0,3803.0,752.0,8529.0,5686.0,2023-08-21 22:53:54.000,23.7.3,100.0,439.0,43,True,,conda,conda-forge/conda,,43881.0,42786.0,https://pypi.org/project/conda,2017-04-22 23:43:59.218,1095.0,78276.0,1232333.0,https://anaconda.org/conda-forge/conda,2023-08-22 18:18:06.001,46162302.0,1.0,,,,,,,,,,,,,,,,,
+14,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter, written in Rust.",,https://github.com/astral-sh/ruff,https://github.com/astral-sh/ruff,MIT,2022-08-09 17:17:44.000,2023-09-07 14:10:10.000,2023-09-07 13:41:22,4910.0,1283.0,554.0,64.0,4389.0,470.0,2232.0,17424.0,2023-09-01 17:09:13.000,0.0.287,261.0,255.0,42,True,astral-sh/ruff,ruff,conda-forge/ruff,,16661.0,15541.0,https://pypi.org/project/ruff,2023-09-01 17:04:39.000,1120.0,4994679.0,5033868.0,https://anaconda.org/conda-forge/ruff,2023-09-02 00:16:52.648,329932.0,1.0,55765.0,,,,,,,,,,,,,,,,
+15,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2023-09-06 18:33:36.000,2023-09-04 08:02:38,1952.0,60.0,2221.0,228.0,1179.0,112.0,1743.0,17020.0,2023-08-02 14:54:19.000,1.5.2,28.0,242.0,42,True,,mkdocs,conda-forge/mkdocs,['mkdocs'],48878.0,48878.0,https://pypi.org/project/mkdocs,,,2252117.0,2262718.0,https://anaconda.org/conda-forge/mkdocs,2023-08-02 15:49:46.651,286228.0,1.0,,,,,,,,,,,,,,,,,
+16,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,,2012-12-07 13:30:23.000,2023-09-07 14:15:12.000,2023-09-06 17:43:24,11484.0,243.0,2630.0,235.0,6550.0,2496.0,7176.0,16230.0,,,53.0,669.0,42,False,,mypy,conda-forge/mypy,,203723.0,203723.0,https://pypi.org/project/mypy,,,17515433.0,17601992.0,https://anaconda.org/conda-forge/mypy,2023-08-16 20:06:43.683,3375825.0,1.0,,,,,,,,,,,,,,,,,
+17,mkdocs-material,squidfunk/mkdocs-material,documentation,Documentation that simply works.,,https://github.com/squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2023-09-07 11:37:57.000,2023-09-07 11:35:34,5559.0,247.0,2956.0,122.0,2509.0,22.0,1976.0,15112.0,2023-09-04 19:38:54.000,9.2.8,171.0,228.0,42,True,,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],36414.0,36414.0,https://pypi.org/project/mkdocs-material,,,2970821.0,2978419.0,https://anaconda.org/conda-forge/mkdocs-material,2023-09-05 04:51:22.605,303929.0,1.0,,,,,,,,,,,,,,,,,
+18,pyinstaller,pyinstaller/pyinstaller,packaging,Freeze (package) Python programs into stand-alone executables.,,https://github.com/pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2023-09-04 16:57:00.000,2023-09-04 16:57:00,8950.0,174.0,1910.0,233.0,2235.0,271.0,4729.0,10585.0,2023-08-29 22:21:06.000,5.13.2,56.0,458.0,42,True,,pyinstaller,conda-forge/pyinstaller,,48252.0,47914.0,https://pypi.org/project/pyinstaller,2023-08-29 22:18:47.000,338.0,1586261.0,1607552.0,https://anaconda.org/conda-forge/pyinstaller,2023-06-26 15:53:40.337,483681.0,1.0,741165.0,,,,,,,,,,,,,,,,
+19,robotframework,robotframework/robotframework,testing,Generic automation framework for acceptance testing and RPA.,,https://github.com/robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2023-09-07 07:44:39.000,2023-09-07 07:44:09,14151.0,53.0,2150.0,478.0,672.0,296.0,3909.0,8314.0,2023-07-28 19:29:00.000,6.1.1,120.0,186.0,42,True,,robotframework,conda-forge/robotframework,,9630.0,8519.0,https://pypi.org/project/robotframework,2023-07-28 19:27:05.000,1111.0,1709284.0,1709289.0,https://anaconda.org/conda-forge/robotframework,,,1.0,552.0,,,,,,,,,,,,,,,,
+20,hypothesis,HypothesisWorks/hypothesis,testing,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",,https://github.com/HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2023-09-06 10:52:25.323,2023-09-06 09:27:32,13249.0,192.0,564.0,72.0,2302.0,44.0,1386.0,6891.0,2023-09-05 17:30:41.000,6.84.1,1080.0,314.0,42,True,,hypothesis,conda-forge/hypothesis,,24563.0,22314.0,https://pypi.org/project/hypothesis,2023-09-06 09:27:36.000,2249.0,6026177.0,6228154.0,https://anaconda.org/conda-forge/hypothesis,2023-09-06 10:52:25.323,8079089.0,1.0,,,,,,,,,,,,,,,,,
+21,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 05:40:02.000,2023-09-07 07:24:21.000,2023-09-07 07:24:21,8835.0,169.0,1024.0,76.0,3906.0,767.0,4335.0,4820.0,2023-07-26 09:54:27.000,2.17.5,176.0,537.0,42,True,pylint-dev/pylint,pylint,conda-forge/pylint,,403206.0,380551.0,https://pypi.org/project/pylint,2023-08-15 20:22:59.000,22655.0,17573661.0,17688211.0,https://anaconda.org/conda-forge/pylint,2023-07-26 12:44:25.216,4467462.0,1.0,,,,,,,,,,,,,,,,,
+22,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 18:22:31.000,2023-09-04 10:09:40.000,2023-09-04 10:09:40,1306.0,39.0,900.0,218.0,332.0,363.0,442.0,13385.0,2023-06-20 05:44:07.767,0.40.1,73.0,149.0,41,True,,yapf,conda-forge/yapf,,84613.0,82317.0,https://pypi.org/project/yapf,2023-06-20 05:44:07.767,2296.0,4811188.0,4865393.0,https://anaconda.org/conda-forge/yapf,2023-07-26 16:15:22.726,1571948.0,2.0,,,,,,,,,,,,,,,,,
+23,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 00:39:38.000,2023-09-06 18:45:26.000,2023-09-05 13:07:18,2582.0,41.0,664.0,86.0,1118.0,18.0,1822.0,10883.0,2023-09-02 17:13:27.000,3.4.0,100.0,152.0,41,True,,pre-commit,conda-forge/pre-commit,,147473.0,147473.0,https://pypi.org/project/pre-commit,,,13277831.0,13395634.0,https://anaconda.org/conda-forge/pre-commit,2023-09-02 20:14:40.754,3607668.0,1.0,610563.0,,,,,,,,,,,,,,,,
+24,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2023-09-07 07:20:40.000,2023-09-06 15:46:35,723.0,41.0,1039.0,169.0,1303.0,16.0,1282.0,4538.0,2023-08-30 14:33:07.000,20.24.4,210.0,263.0,41,True,,virtualenv,conda-forge/virtualenv,,325594.0,307640.0,https://pypi.org/project/virtualenv,2023-08-30 14:29:02.000,17954.0,90600034.0,90747673.0,https://anaconda.org/conda-forge/virtualenv,2023-08-30 19:19:12.197,5167372.0,2.0,,,,,,,,,,,,,,,,,
+25,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 15:23:47.000,2023-09-06 08:29:28.000,2023-09-06 08:29:27,2942.0,50.0,2042.0,183.0,2497.0,630.0,4648.0,26493.0,2023-08-21 17:53:20.000,1.6.1,164.0,479.0,40,True,,poetry,conda-forge/poetry,,289.0,,https://pypi.org/project/poetry,2023-08-21 17:53:20.000,289.0,20620516.0,20887855.0,https://anaconda.org/conda-forge/poetry,2023-08-21 20:30:34.699,985489.0,2.0,15250475.0,,,,,,,,,,,,,,,,
+26,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 22:22:53.000,2023-09-06 18:45:20.000,2023-08-20 20:18:05,4102.0,16.0,541.0,48.0,942.0,178.0,1062.0,5988.0,2023-01-31 16:31:31.154,5.8.0,143.0,286.0,40,True,,isort,conda-forge/isort,,429728.0,412021.0,https://pypi.org/project/isort,2023-01-31 16:31:31.154,17707.0,26386130.0,26446819.0,https://anaconda.org/conda-forge/isort,2023-06-16 13:18:02.201,5219330.0,2.0,,,,,,,,,,,,,,,,,
+27,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 16:54:22.000,2023-09-07 12:26:58.000,2023-09-06 15:48:18,648.0,51.0,491.0,42.0,1347.0,70.0,1574.0,3348.0,2023-09-01 19:00:55.000,4.11.1,206.0,287.0,40,True,,tox,conda-forge/tox,['pytest'],126434.0,104295.0,https://pypi.org/project/tox,2023-09-01 19:00:55.000,22139.0,12316395.0,12335862.0,https://anaconda.org/conda-forge/tox,2023-09-04 15:36:08.242,778692.0,1.0,,,,,,,,,,,,,,,,,
+28,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 15:40:33.000,2023-09-07 12:46:30.000,2023-08-30 23:36:54,11348.0,410.0,510.0,131.0,322.0,138.0,1799.0,9618.0,2023-08-14 11:00:15.000,1.7.10,270.0,152.0,39,True,,nuitka,conda-forge/nuitka,,1507.0,1447.0,https://pypi.org/project/nuitka,2023-09-01 04:48:16.000,60.0,75455.0,89675.0,https://anaconda.org/conda-forge/nuitka,2023-09-01 05:52:14.677,568802.0,1.0,,,,,,,,,,,,,,,,,
+29,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 08:50:26.000,2023-09-07 13:46:39.000,2023-09-05 15:33:34,2034.0,113.0,511.0,100.0,967.0,134.0,849.0,7052.0,2023-08-08 23:35:03.000,7.3.0,67.0,197.0,39,True,,pip-tools,conda-forge/pip-tools,,22366.0,22366.0,https://pypi.org/project/pip-tools,,,9893666.0,9896565.0,https://anaconda.org/conda-forge/pip-tools,2023-08-09 01:51:06.267,115993.0,2.0,,,,,,,,,,,,,,,,,
+30,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 22:51:10.000,2023-09-07 14:40:24.000,2023-09-07 11:42:17,1908.0,124.0,388.0,70.0,1318.0,156.0,839.0,1595.0,2023-08-29 13:46:16.000,1.30.0,108.0,189.0,39,True,,sentry-sdk,conda-forge/sentry-sdk,,48817.0,48817.0,https://pypi.org/project/sentry-sdk,,,21603699.0,21618968.0,https://anaconda.org/conda-forge/sentry-sdk,2023-08-29 16:08:11.764,592227.0,1.0,3283.0,,,,,,,,,,,,,,,,
+31,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,,2012-02-19 23:12:30.000,2023-08-01 13:39:11.480,2023-07-28 22:57:34,8386.0,24.0,483.0,114.0,583.0,45.0,1318.0,5494.0,,,22.0,165.0,38,False,,jedi,conda-forge/jedi,,341159.0,341159.0,https://pypi.org/project/jedi,,,28399921.0,28869711.0,https://anaconda.org/conda-forge/jedi,2023-08-01 13:39:11.480,18321840.0,1.0,,,,,,,,,,,,,,,,,
+32,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 17:10:49.000,2023-08-31 09:08:43.000,2023-08-29 23:16:22,1470.0,16.0,1751.0,164.0,701.0,245.0,615.0,4450.0,2023-08-21 18:28:32.000,1.3.0,49.0,115.0,38,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],7493.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2023-08-29 23:14:50.000,7477.0,4552605.0,4643365.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2023-08-22 09:02:27.150,3539669.0,2.0,,,,,,,,,,,,,,,,,
+33,autopep8,hhatto/autopep8,formatters,A tool that automatically formats Python code to conform to the PEP 8 style guide.,,https://github.com/hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2023-08-27 14:12:45.000,2023-08-27 14:12:45,2833.0,14.0,298.0,72.0,229.0,122.0,360.0,4412.0,2023-08-26 13:59:08.000,2.0.4,75.0,59.0,38,True,,autopep8,conda-forge/autopep8,,194762.0,188855.0,https://pypi.org/project/autopep8,2023-08-26 13:49:56.000,5907.0,3526378.0,3558887.0,https://anaconda.org/conda-forge/autopep8,2023-08-26 14:51:03.645,1267881.0,3.0,,,,,,,,,,,,,,,,,
+34,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2023-09-07 10:51:30.000,2023-09-04 12:36:26,749.0,33.0,623.0,131.0,138.0,103.0,732.0,15835.0,2023-09-04 13:15:14.000,0.7.1,20.0,49.0,37,True,,loguru,conda-forge/loguru,,61217.0,61217.0,https://pypi.org/project/loguru,,,7548542.0,7588412.0,https://anaconda.org/conda-forge/loguru,2023-09-04 15:50:45.696,1594804.0,2.0,,,,,,,,,,,,,,,,,
+35,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2023-09-06 17:01:32.000,2023-09-06 17:01:32,6559.0,333.0,1078.0,110.0,765.0,6.0,4471.0,10805.0,2023-09-06 01:59:27.000,1.1.326,100.0,97.0,37,True,,,,,602.0,602.0,,,,,655703.0,,,,2.0,841.0,,,,,,pyright,https://www.npmjs.com/package/pyright,655657.0,,,,,,,,
+36,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,,2014-09-13 17:06:24.000,2023-08-22 13:08:00.000,2023-08-22 13:07:59,2411.0,35.0,281.0,38.0,336.0,25.0,1501.0,2985.0,,,30.0,172.0,37,False,,flake8,conda-forge/flake8,,485740.0,485740.0,https://pypi.org/project/flake8,,,22896656.0,23062578.0,https://anaconda.org/conda-forge/flake8,2023-07-31 20:03:25.549,6636896.0,1.0,,,,,,,,,,-4.0,,,,,,,
+37,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2023-09-06 20:58:14.000,2023-08-19 15:57:25,5159.0,117.0,1393.0,503.0,747.0,209.0,1483.0,23441.0,2023-05-18 15:52:21.000,3.4.0.2,96.0,175.0,36,True,,glances,conda-forge/glances,,760.0,709.0,https://pypi.org/project/glances,2022-05-26 08:29:00.000,51.0,138155.0,140448.0,https://anaconda.org/conda-forge/glances,2023-06-05 20:53:05.651,205085.0,1.0,1519.0,,,,,,,,,,,,,,,,
+38,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 23:30:38.000,2023-08-29 23:13:35.000,2023-06-07 11:16:23,408.0,,1080.0,187.0,156.0,455.0,225.0,8565.0,2023-05-24 20:13:07.561,0.9.54,51.0,52.0,36,True,,pyautogui,conda-forge/pyautogui,,27405.0,26614.0,https://pypi.org/project/pyautogui,2021-07-07 17:05:04.000,791.0,632625.0,635569.0,https://anaconda.org/conda-forge/pyautogui,2023-06-12 20:13:48.004,206117.0,1.0,,,,,,,,,,,,,,,,,
+39,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 17:56:53.000,2023-09-07 11:17:15.000,2023-09-05 19:50:01,24075.0,383.0,1640.0,202.0,5511.0,698.0,838.0,5073.0,2023-09-03 09:48:42.000,3.9.2,125.0,849.0,36,True,,buildbot,conda-forge/buildbot,,789.0,332.0,https://pypi.org/project/buildbot,2023-09-03 09:48:42.000,457.0,32270.0,34931.0,https://anaconda.org/conda-forge/buildbot,2023-09-03 11:43:28.850,87363.0,1.0,32447.0,,,,,,,,,,,,,,,,
+40,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 21:04:25.000,2023-09-07 06:12:05.000,2023-09-07 06:11:21,2272.0,62.0,370.0,29.0,1668.0,111.0,960.0,2274.0,2023-05-31 14:30:27.000,0.18.0,56.0,182.0,36,True,,wemake-python-styleguide,,,15246.0,15199.0,https://pypi.org/project/wemake-python-styleguide,2020-01-19 11:56:48.000,47.0,199321.0,199321.0,,,,1.0,,,,,,,,,,,,,,,,,
+41,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 20:01:12.000,2023-06-16 13:15:36.736,2023-05-24 18:28:10,920.0,,203.0,39.0,237.0,133.0,237.0,1523.0,2023-05-24 18:44:54.000,4.1.0,45.0,86.0,36,True,,pytest-cov,conda-forge/pytest-cov,['pytest'],306317.0,272292.0,https://pypi.org/project/pytest-cov,2023-05-24 18:44:54.000,34025.0,24581896.0,24686043.0,https://anaconda.org/conda-forge/pytest-cov,2023-06-16 13:15:36.736,9373241.0,1.0,,,,,,,,,,,,,,,,,
+42,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2023-09-07 12:34:57.000,2023-09-05 22:57:07,1303.0,106.0,160.0,35.0,180.0,45.0,136.0,1444.0,2023-07-30 20:22:26.000,1.6.0,43.0,78.0,36,True,,logbook,conda-forge/logbook,,6031.0,4840.0,https://pypi.org/project/logbook,2023-07-30 20:18:43.000,1191.0,3425644.0,3429473.0,https://anaconda.org/conda-forge/logbook,2023-07-31 08:36:53.455,149249.0,2.0,322.0,,,,,,,,,,,,,,,,
+43,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 18:51:45.000,2023-09-05 10:24:49.000,2023-09-05 10:24:48,1112.0,18.0,202.0,48.0,375.0,225.0,329.0,1230.0,2023-05-19 10:55:22.213,3.3.1,65.0,90.0,36,True,,pytest-xdist,conda-forge/pytest-xdist,['pytest'],5253.0,,https://pypi.org/project/pytest-xdist,2023-05-19 10:55:22.213,5253.0,11260012.0,11320173.0,https://anaconda.org/conda-forge/pytest-xdist,2023-06-16 13:21:13.802,5173887.0,1.0,,,,,,,,,,8.0,,,,,,,
+44,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2023-09-07 08:37:02.000,2023-09-07 08:36:40,3159.0,52.0,2845.0,381.0,978.0,29.0,1606.0,33226.0,2023-09-07 08:37:02.000,2.3.26,82.0,424.0,35,True,,pyenv,,,14.0,13.0,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,9902.0,9902.0,,,,2.0,,,,,,,,,,,,,,,,,
+45,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 09:08:12.000,2023-09-04 21:08:04.000,2023-08-18 03:18:51,1319.0,8.0,548.0,66.0,391.0,195.0,456.0,5428.0,2023-03-10 01:08:04.773,1.7.5,36.0,172.0,35,True,,bandit,conda-forge/bandit,,45548.0,43774.0,https://pypi.org/project/bandit,2023-03-10 01:08:04.773,1774.0,3244837.0,3249842.0,https://anaconda.org/conda-forge/bandit,2023-06-16 16:15:12.910,259708.0,1.0,729.0,,,,,,,,,,,,,,,,
+46,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,,2013-08-13 15:55:58.000,2023-09-07 07:02:12.000,2023-09-07 05:55:19,1405.0,52.0,184.0,33.0,260.0,30.0,261.0,2738.0,2023-04-06 12:20:58.979,23.1.0,31.0,101.0,35,False,,structlog,conda-forge/structlog,,10374.0,9287.0,https://pypi.org/project/structlog,2023-04-06 12:20:58.979,1087.0,7177321.0,7181121.0,https://anaconda.org/conda-forge/structlog,2023-06-09 16:58:07.029,326880.0,2.0,,,,,,,,,,,,,,,,,
+47,pyflakes,PyCQA/pyflakes,linters,A simple program which checks Python source files for errors.,,https://github.com/PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2023-07-31 23:20:09.000,2023-07-31 23:20:08,562.0,6.0,164.0,29.0,295.0,37.0,453.0,1292.0,,,16.0,84.0,35,True,,pyflakes,conda-forge/pyflakes,,242542.0,242542.0,https://pypi.org/project/pyflakes,,,24036538.0,24257759.0,https://anaconda.org/conda-forge/pyflakes,2023-07-29 18:48:34.199,6636658.0,2.0,,,,,,,,,,,,,,,,,
+48,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,,2014-05-15 22:49:43.000,2023-09-06 17:33:37.000,2023-09-06 00:22:12,661.0,16.0,209.0,28.0,390.0,67.0,261.0,520.0,2023-04-12 16:11:39.000,23.1,18.0,97.0,35,False,,packaging,conda-forge/packaging,,850505.0,850505.0,https://pypi.org/project/packaging,,,160782084.0,161216658.0,https://anaconda.org/conda-forge/packaging,2023-06-16 13:17:40.629,37806665.0,2.0,738.0,,,,,,,,,,,,,,,,
+49,wheel,pypa/wheel,build-tools,The official binary distribution format for Python.,,https://github.com/pypa/wheel,https://github.com/pypa/wheel,MIT,2017-07-25 20:24:25.000,2023-09-05 07:08:52.000,2023-09-05 07:08:51,896.0,31.0,129.0,31.0,195.0,32.0,339.0,440.0,,,32.0,74.0,35,True,,wheel,conda-forge/wheel,,225954.0,225954.0,https://pypi.org/project/wheel,,,258474677.0,260489419.0,https://anaconda.org/conda-forge/wheel,2023-08-22 10:40:09.822,74545478.0,2.0,,,,,,,,,,,,,,,,,
+50,invoke,pyinvoke/invoke,build-tools,Pythonic task management & command execution.,,https://github.com/pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2023-09-05 08:54:05.000,2023-07-12 18:04:56,3696.0,4.0,346.0,92.0,245.0,304.0,400.0,4057.0,,,25.0,60.0,34,True,,invoke,conda-forge/invoke,,22143.0,22143.0,https://pypi.org/project/invoke,,,5830159.0,5859135.0,https://anaconda.org/conda-forge/invoke,2023-07-13 01:13:36.486,927261.0,2.0,,,,,,,,,,,,,,,,,
+51,mimesis,lk-geimfari/mimesis,testing,Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.,,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2023-09-07 10:27:39.000,2023-09-03 18:36:12,2531.0,52.0,313.0,61.0,1052.0,11.0,314.0,4031.0,2023-08-19 20:41:39.000,11.1.0,51.0,116.0,34,True,,mimesis,conda-forge/mimesis,,1528.0,1458.0,https://pypi.org/project/mimesis,2023-08-19 20:41:39.000,70.0,122840.0,126798.0,https://anaconda.org/conda-forge/mimesis,2023-08-19 22:03:10.196,150239.0,2.0,468.0,,,,,,,,,,,,,,,,
+52,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 04:11:53.000,2023-09-06 02:14:37.000,2023-09-06 02:14:31,4225.0,143.0,241.0,45.0,40.0,9.0,1213.0,2449.0,2023-08-28 10:49:29.000,8.3.5,323.0,31.0,34,False,,pyarmor,,,956.0,929.0,https://pypi.org/project/pyarmor,2023-08-28 10:32:18.000,27.0,138344.0,138344.0,,,,2.0,,,,,,,,,,,,,,,,,
+53,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2023-09-06 18:20:46.000,2023-09-06 18:20:46,8807.0,103.0,285.0,62.0,1011.0,658.0,2731.0,1766.0,2023-03-21 16:25:11.000,4.5.2,32.0,152.0,34,True,,scons,conda-forge/scons,,60.0,,https://pypi.org/project/scons,2022-07-30 21:23:00.222,60.0,366246.0,372532.0,https://anaconda.org/conda-forge/scons,2023-06-16 13:25:22.382,488367.0,2.0,1356.0,,,,,,,,,,,,,,,,
+54,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 15:30:20.000,2023-07-20 16:20:17.824,2023-06-29 12:24:48,3152.0,7.0,164.0,27.0,347.0,79.0,230.0,1679.0,2023-07-20 16:20:17.824,0.8.2,90.0,77.0,34,True,,rope,conda-forge/rope,,68834.0,67200.0,https://pypi.org/project/rope,2023-07-20 16:20:17.824,1634.0,743860.0,779771.0,https://anaconda.org/conda-forge/rope,2023-06-29 17:22:42.966,1256898.0,1.0,,,,,,,,,,,,,,,,,
+55,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 00:40:32.000,2023-08-25 13:06:56.000,2023-08-25 13:06:56,565.0,13.0,131.0,34.0,234.0,12.0,132.0,1639.0,2023-06-16 00:00:00.984,3.11.1,60.0,66.0,34,True,,pytest-mock,conda-forge/pytest-mock,['pytest'],72645.0,67482.0,https://pypi.org/project/pytest-mock,2023-06-16 00:00:00.984,5163.0,11565932.0,11623474.0,https://anaconda.org/conda-forge/pytest-mock,2023-06-16 11:09:53.662,2244144.0,2.0,5.0,,,,,,,,,,,,,,,,
+56,twine,pypa/twine,build-tools,Utilities for interacting with PyPI.,,https://github.com/pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2023-09-05 00:15:46.000,2023-09-05 00:15:45,1081.0,2.0,300.0,37.0,534.0,49.0,418.0,1460.0,2022-12-01 01:51:31.000,4.0.2,52.0,117.0,34,True,,twine,conda-forge/twine,,109316.0,94259.0,https://pypi.org/project/twine,2022-12-01 01:49:17.129,15057.0,3625885.0,3635795.0,https://anaconda.org/conda-forge/twine,2023-06-16 13:23:13.063,842377.0,2.0,,,,,,,,,,,,,,,,,
+57,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 00:18:05.000,2023-09-04 18:56:43.000,2023-08-30 13:11:44,468.0,43.0,124.0,36.0,360.0,27.0,216.0,1204.0,2023-07-12 10:20:06.993,0.21.1,37.0,42.0,34,True,,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],1074.0,,https://pypi.org/project/pytest-asyncio,2023-07-12 10:20:06.993,1074.0,7457222.0,7501068.0,https://anaconda.org/conda-forge/pytest-asyncio,2023-07-12 15:08:45.602,1753591.0,2.0,150.0,,,,,,,,,,,,,,,,
+58,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 06:19:21.000,2023-08-29 01:09:27.000,2023-08-29 01:09:26,954.0,89.0,98.0,22.0,68.0,8.0,204.0,824.0,2022-10-26 13:47:55.000,4.2.0,44.0,42.0,34,True,,progressbar2,conda-forge/progressbar2,,30528.0,30528.0,https://pypi.org/project/progressbar2,,,16897531.0,16909647.0,https://anaconda.org/conda-forge/progressbar2,2023-06-16 13:18:55.458,1003386.0,2.0,2074.0,,,,,,,,,,,,,,,,
+59,sqlmap,sqlmapproject/sqlmap,security,Automatic SQL injection and database takeover tool.,,https://github.com/sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2023-09-07 09:03:06.000,2023-09-07 09:03:01,10100.0,22.0,5372.0,1086.0,358.0,63.0,4973.0,27996.0,2023-09-04 16:34:35.000,1.7.9,95.0,129.0,33,True,,sqlmap,,,22.0,13.0,https://pypi.org/project/sqlmap,2023-09-04 16:34:35.000,9.0,9359.0,9359.0,,,,2.0,,,,,,,,,,,,,,,,,
+60,PySnooper,cool-RR/PySnooper,debugging,Never use print for debugging again.,,https://github.com/cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2023-07-27 14:52:53.379,2023-07-15 15:04:46,313.0,5.0,946.0,235.0,117.0,25.0,104.0,16018.0,2023-07-15 15:06:01.470,1.2.0,59.0,27.0,33,True,,pysnooper,conda-forge/pysnooper,,1564.0,1511.0,https://pypi.org/project/pysnooper,2023-07-15 15:06:01.470,53.0,555209.0,557120.0,https://anaconda.org/conda-forge/pysnooper,2023-07-27 14:52:53.379,68831.0,1.0,,,,,,,,,,,,,,,,,
+61,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 20:56:28.000,2023-09-07 13:52:28.000,2023-09-06 23:10:31,3036.0,70.0,318.0,85.0,252.0,141.0,253.0,9817.0,2023-09-01 22:37:45.000,1.5.27,150.0,43.0,33,True,,scalene,,,489.0,484.0,https://pypi.org/project/scalene,2023-09-01 22:37:45.000,5.0,26510.0,26510.0,,,,2.0,,,,,,,,,,,,,,,,,
+62,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 17:31:36.000,2023-09-07 09:53:17.000,2023-09-07 09:46:38,14695.0,415.0,401.0,112.0,383.0,113.0,251.0,6460.0,2023-02-14 00:24:14.000,0.9.18,11.0,251.0,33,True,,pyre-check,,,13.0,13.0,https://pypi.org/project/pyre-check,,,68454.0,68454.0,,,,3.0,,,,,,,,,,,,,,,,,
+63,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 17:53:13.000,2023-09-01 10:35:45.000,2023-09-01 10:35:33,918.0,44.0,228.0,56.0,142.0,19.0,106.0,5533.0,2023-09-01 10:36:46.000,4.5.1,41.0,52.0,33,True,,pyinstrument,conda-forge/pyinstrument,,1795.0,1677.0,https://pypi.org/project/pyinstrument,2023-07-22 22:32:54.000,118.0,617490.0,624021.0,https://anaconda.org/conda-forge/pyinstrument,2023-07-23 00:53:24.914,241669.0,2.0,,,,,,,,,,,,,,,,,
+64,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 03:50:57.000,2023-09-07 04:48:04.000,2023-09-07 01:47:14,2429.0,123.0,241.0,30.0,776.0,37.0,1200.0,5158.0,2023-09-03 07:05:47.000,2.9.1,100.0,134.0,33,True,,pdm,conda-forge/pdm,,167.0,167.0,https://pypi.org/project/pdm,,,426659.0,434449.0,https://anaconda.org/conda-forge/pdm,2023-09-03 09:50:26.516,186966.0,2.0,4.0,,,,,,,,,,,,,,,,
+65,freezegun,spulec/freezegun,testing,Let your Python tests travel through time.,,https://github.com/spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2023-08-25 00:29:01.000,2023-02-22 05:49:22,592.0,,254.0,33.0,222.0,139.0,178.0,3799.0,2022-08-12 12:25:03.405,1.2.2,59.0,109.0,33,True,,freezegun,conda-forge/freezegun,,4572.0,,https://pypi.org/project/freezegun,2022-08-12 12:25:03.405,4572.0,6433044.0,6448816.0,https://anaconda.org/conda-forge/freezegun,2023-06-16 13:17:16.464,1419546.0,2.0,,,,,,,,,,7.0,,,,,,,
+66,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 17:50:31.000,2023-09-05 13:06:04.000,2023-09-05 13:06:03,1107.0,64.0,163.0,38.0,491.0,17.0,376.0,2812.0,2023-07-30 23:59:01.000,3.10.1,159.0,34.0,33,True,,pyupgrade,conda-forge/pyupgrade,,155.0,,https://pypi.org/project/pyupgrade,2023-07-30 23:59:01.000,155.0,456185.0,470708.0,https://anaconda.org/conda-forge/pyupgrade,2023-07-31 03:46:27.643,580934.0,2.0,,,,,,,,,,,,,,,,,
+67,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2023-09-03 10:55:14.000,2023-08-31 08:03:20,736.0,19.0,140.0,26.0,142.0,20.0,167.0,2712.0,2023-08-21 14:26:53.000,2.9.1,49.0,36.0,33,True,,vulture,conda-forge/vulture,,4257.0,4001.0,https://pypi.org/project/vulture,2023-08-21 14:26:43.000,256.0,582351.0,583223.0,https://anaconda.org/conda-forge/vulture,2023-06-16 13:24:21.364,74125.0,2.0,,,,,,,,,,,,,,,,,
+68,prospector,PyCQA/prospector,code-metrics,"Inspects Python source files and provides information about type and location of classes, methods etc.",,https://github.com/landscapeio/prospector,https://github.com/landscapeio/prospector,GPL-2.0,2013-08-05 07:26:30.000,2023-09-06 19:53:15.000,2023-09-06 19:53:12,1387.0,8.0,170.0,36.0,266.0,54.0,311.0,1849.0,2023-05-25 01:30:01.451,1.10.2,124.0,89.0,33,True,landscapeio/prospector,prospector,conda-forge/prospector,,5138.0,4449.0,https://pypi.org/project/prospector,2023-05-25 01:30:01.451,689.0,789979.0,790988.0,https://anaconda.org/conda-forge/prospector,2023-06-16 13:23:52.144,85846.0,1.0,,,,,,,,,,,,,,,,,
+69,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 20:47:06.376,2023-08-28 06:35:28.000,2023-04-30 10:08:19,610.0,,135.0,21.0,91.0,67.0,132.0,1758.0,,,13.0,84.0,33,True,,tabulate,conda-forge/tabulate,,137309.0,137309.0,https://pypi.org/project/tabulate,,,48378347.0,48442011.0,https://anaconda.org/conda-forge/tabulate,2023-06-16 13:16:13.524,5602514.0,2.0,,,,,,,,,,,,,,,,,
+70,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 05:12:26.000,2023-07-04 07:05:55.000,2023-02-28 17:40:55,262.0,,211.0,27.0,84.0,12.0,89.0,1540.0,2023-02-21 17:40:52.893,2.0.7,27.0,63.0,33,True,,python-json-logger,conda-forge/python-json-logger,,64764.0,63941.0,https://pypi.org/project/python-json-logger,2023-02-21 17:40:52.893,823.0,19846026.0,19917089.0,https://anaconda.org/conda-forge/python-json-logger,2023-06-16 13:23:58.542,5471909.0,2.0,,,,,,,,,,,,,,,,,
+71,nose,nose-devs/nose,testing,nose is nicer testing for python.,,https://github.com/nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2023-06-16 13:17:32.308,2016-03-04 01:16:26,1004.0,,387.0,49.0,261.0,452.0,465.0,1358.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,33,False,,nose,conda-forge/nose,,190122.0,145384.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,44738.0,4762291.0,4795403.0,https://anaconda.org/conda-forge/nose,2023-06-16 13:17:32.308,2913893.0,2.0,,,,,,,,,,,,,,,,,
+72,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-2-Clause,2011-12-14 15:33:15.000,2023-09-05 17:13:31.000,2023-09-05 17:13:22,1118.0,4.0,137.0,23.0,314.0,52.0,215.0,756.0,2023-04-29 18:30:51.495,0.13.0,29.0,76.0,33,True,,nose2,conda-forge/nose2,,24880.0,23762.0,https://pypi.org/project/nose2,2023-04-29 18:30:51.495,1118.0,564990.0,566743.0,https://anaconda.org/conda-forge/nose2,2023-06-16 16:08:37.386,112253.0,2.0,,,,,,,,,,,,,,,,,
+73,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 17:57:56.000,2023-09-06 10:51:12.000,2023-08-29 06:32:18,1523.0,25.0,201.0,25.0,398.0,91.0,403.0,751.0,2023-07-20 15:35:38.874,1.12.0,80.0,119.0,33,True,,setuptools_scm,conda-forge/setuptools_scm,,639.0,,https://pypi.org/project/setuptools_scm,2023-07-20 15:35:38.874,639.0,16671808.0,16692865.0,https://anaconda.org/conda-forge/setuptools_scm,2023-06-16 13:24:17.147,1895174.0,3.0,,,,,,,,,,,,,,,,,
+74,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 19:22:42.000,2023-09-01 18:49:42.000,2023-09-01 18:48:44,490.0,26.0,208.0,25.0,349.0,127.0,219.0,622.0,2023-09-01 18:52:19.000,4.0.0,21.0,50.0,33,False,,pytest-html,conda-forge/pytest-html,['pytest'],38268.0,38268.0,https://pypi.org/project/pytest-html,,,3485023.0,3498668.0,https://anaconda.org/conda-forge/pytest-html,2023-06-28 12:16:30.274,463962.0,2.0,,,,,,,,,,,,,,,,,
+75,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 18:04:11.000,2023-09-06 16:03:28.000,2023-09-05 23:30:12,1069.0,46.0,329.0,57.0,275.0,16.0,113.0,11117.0,2023-08-01 22:54:13.000,1.9.1,15.0,37.0,32,True,,memray,conda-forge/memray,,202.0,202.0,https://pypi.org/project/memray,,,327896.0,331575.0,https://anaconda.org/conda-forge/memray,2023-08-02 04:02:48.763,62557.0,2.0,,,,,,,,,,,,,,,,,
+76,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 02:22:15.000,2023-09-06 01:24:07.000,2023-09-05 05:07:24,476.0,5.0,376.0,111.0,295.0,137.0,188.0,10793.0,2022-09-07 22:01:08.223,0.3.14,38.0,34.0,32,True,,py-spy,conda-forge/py-spy,,3044.0,2998.0,https://pypi.org/project/py-spy,2022-09-07 22:00:23.982,45.0,2772351.0,2783144.6666666665,https://anaconda.org/conda-forge/py-spy,2023-06-16 16:18:45.113,471837.0,2.0,13809.0,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2022-09-07 22:01:08.223,1.0,478.6666666666667,407646.0,
+77,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 18:47:46.000,2023-09-06 14:30:01.000,2023-09-05 06:23:53,581.0,20.0,287.0,75.0,462.0,115.0,464.0,6878.0,2023-03-12 06:08:11.000,1.2.0,24.0,103.0,32,True,,pipx,conda-forge/pipx,,1425.0,1425.0,https://pypi.org/project/pipx,,,1492963.0,1494773.0,https://anaconda.org/conda-forge/pipx,2023-06-16 19:28:18.672,33455.0,3.0,10647.0,,,,,,,,,,,,,,,,
+78,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 16:38:14.000,2023-08-02 22:25:18.000,2023-04-14 07:08:49,336.0,,359.0,59.0,149.0,177.0,98.0,5354.0,2023-04-14 07:11:09.000,0.4.13,42.0,59.0,32,True,,pipreqs,conda-forge/pipreqs,,22609.0,22231.0,https://pypi.org/project/pipreqs,2023-04-14 07:10:52.947,378.0,430088.0,430579.0,https://anaconda.org/conda-forge/pipreqs,2023-06-16 13:23:05.413,41303.0,3.0,,,,,,,,,,,,,,,,,
+79,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 08:26:59.000,2023-09-05 08:37:51.000,2023-09-05 08:37:50,987.0,12.0,378.0,41.0,483.0,195.0,392.0,3184.0,2023-07-19 09:04:00.000,3.3.0,43.0,128.0,32,True,,factory_boy,conda-forge/factory_boy,,805.0,,https://pypi.org/project/factory_boy,2023-07-19 09:04:00.000,805.0,3090205.0,3093940.0,https://anaconda.org/conda-forge/factory_boy,2023-07-19 13:42:09.417,134463.0,2.0,,,,,,,,,,6.0,,,,,,,
+80,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 17:06:12.000,2023-09-05 21:27:26.000,2023-09-05 21:27:26,1371.0,38.0,244.0,55.0,1151.0,160.0,906.0,2368.0,2023-08-28 22:42:08.000,2.1.145,234.0,115.0,32,True,,pex,,,138.0,,https://pypi.org/project/pex,2023-08-28 22:41:57.000,138.0,894158.0,1021909.0,,,,2.0,3193787.0,,,,,,,,,,,,,,,,
+81,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2023-09-07 14:09:30.000,2023-09-07 14:09:30,653.0,10.0,489.0,68.0,272.0,71.0,154.0,1738.0,,,11.0,93.0,32,True,,pyelftools,conda-forge/pyelftools,,6474.0,5922.0,https://pypi.org/project/pyelftools,2023-09-06 23:43:51.000,552.0,1609592.0,1611150.0,https://anaconda.org/conda-forge/pyelftools,2023-06-16 13:24:33.275,140284.0,1.0,,,,,,,,,,,,,,,,,
+82,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2023-09-06 18:44:32.000,2023-09-06 08:39:43,968.0,37.0,179.0,27.0,280.0,17.0,316.0,1622.0,2023-06-19 11:55:01.926,14.0.0,99.0,53.0,32,True,,pdoc,,,2439.0,2129.0,https://pypi.org/project/pdoc,2023-06-19 11:55:01.926,310.0,136175.0,136175.0,,,,2.0,,,,,,,,,,,,,,,,,
+83,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 15:28:56.000,2023-08-21 09:24:23.000,2023-05-12 08:01:49,682.0,,179.0,35.0,158.0,49.0,134.0,1616.0,2023-05-12 08:13:47.000,1.8.0,46.0,91.0,32,False,,nodeenv,conda-forge/nodeenv,,57251.0,57251.0,https://pypi.org/project/nodeenv,,,14569899.0,14612127.0,https://anaconda.org/conda-forge/nodeenv,2023-06-16 13:21:50.931,3040439.0,2.0,,,,,,,,,,,,,,,,,
+84,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2023-09-04 13:41:16.000,2023-09-04 13:41:10,602.0,26.0,96.0,14.0,161.0,44.0,312.0,1328.0,2023-09-02 09:32:18.000,0.23.0,51.0,37.0,32,True,,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],9407.0,8978.0,https://pypi.org/project/mkdocstrings,2023-09-02 09:32:07.000,429.0,556639.0,559076.0,https://anaconda.org/conda-forge/mkdocstrings,2023-09-02 18:04:24.292,85323.0,2.0,,,,,,,,,,,,,,,,,
+85,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 07:27:43.000,2023-08-12 07:15:17.000,2023-08-12 07:15:16,1055.0,32.0,198.0,56.0,323.0,139.0,199.0,1200.0,2022-11-09 16:51:21.000,6.1.1,95.0,58.0,32,True,,pytest-bdd,conda-forge/pytest-bdd,['pytest'],3209.0,3025.0,https://pypi.org/project/pytest-bdd,2022-11-08 17:18:53.914,184.0,701319.0,702372.0,https://anaconda.org/conda-forge/pytest-bdd,2023-06-16 16:15:16.989,54775.0,2.0,,,,,,,,,,,,,,,,,
+86,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 04:02:58.000,2023-08-10 14:28:58.000,2023-07-16 13:59:19,540.0,14.0,138.0,23.0,411.0,54.0,272.0,1116.0,2023-04-23 01:43:49.000,2023.04.22,25.0,91.0,32,True,wntrblm/nox,nox,conda-forge/nox,['pytest'],4439.0,4439.0,https://pypi.org/project/nox,,,974362.0,978020.0,https://anaconda.org/conda-forge/nox,2023-06-16 16:11:40.627,215867.0,2.0,,,,,,,,,,,,,,,,,
+87,flake8-bugbear,PyCQA/flake8-bugbear,linters,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in..,,https://github.com/PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2023-09-04 20:19:22.000,2023-09-02 22:56:14,325.0,11.0,95.0,8.0,208.0,51.0,149.0,964.0,2023-07-10 16:30:53.438,23.7.10,60.0,76.0,32,True,,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],34309.0,33897.0,https://pypi.org/project/flake8-bugbear,2023-07-10 16:30:53.438,412.0,2106020.0,2127591.0,https://anaconda.org/conda-forge/flake8-bugbear,2023-07-17 21:14:51.714,733420.0,2.0,,,,,,,,,,,,,,,,,
+88,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 20:43:31.000,2023-09-03 21:42:29.000,2023-08-23 22:37:04,2272.0,93.0,168.0,21.0,788.0,140.0,415.0,793.0,2023-08-20 16:55:28.000,0.6.0,19.0,76.0,32,True,,asv,conda-forge/asv,,1056.0,980.0,https://pypi.org/project/asv,2023-08-20 16:55:28.000,76.0,33791.0,52276.0,https://anaconda.org/conda-forge/asv,2023-08-21 00:35:50.000,739425.0,2.0,,,,,,,,,,,,,,,,,
+89,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme.",,https://github.com/sphinx-doc/alabaster,https://github.com/sphinx-doc/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2023-06-16 13:24:00.075,2023-04-21 00:12:44,383.0,,187.0,30.0,88.0,65.0,56.0,703.0,2023-01-13 06:44:02.021,0.7.13,26.0,29.0,32,True,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,['sphinx'],115762.0,108032.0,https://pypi.org/project/alabaster,2023-01-13 06:44:02.021,7730.0,6689953.0,6765971.0,https://anaconda.org/conda-forge/alabaster,2023-06-16 13:24:00.075,6537616.0,2.0,,,,,,,,,,,,,,,,,
+90,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 15:28:13.000,2023-09-07 09:22:43.000,2023-09-05 17:07:46,661.0,14.0,729.0,129.0,747.0,35.0,1065.0,9293.0,2023-08-14 17:40:50.000,1.37.0,77.0,32.0,31,True,,playwright,,,13.0,13.0,https://pypi.org/project/playwright,,,1473947.0,1473947.0,,,,3.0,,,,,,,,,,,,,,,,,
+91,pycodestyle,PyCQA/pycodestyle,linters,Simple Python style checker in one Python file.,,https://github.com/PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,,2009-10-02 00:43:37.000,2023-08-15 06:26:15.000,2023-08-01 13:37:48,1429.0,72.0,672.0,118.0,488.0,90.0,611.0,4896.0,2017-10-25 15:35:12.000,1.7.1,12.0,132.0,31,True,,pycodestyle,conda-forge/pycodestyle,,13.0,13.0,https://pypi.org/project/pycodestyle,,,31561086.0,31790057.0,https://anaconda.org/conda-forge/pycodestyle,2023-07-30 14:00:03.599,6869154.0,2.0,,,,,,,,,,-7.0,,,,,,,
+92,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2023-08-30 15:19:38.000,2023-08-01 06:03:18,1205.0,1.0,218.0,49.0,269.0,161.0,168.0,2733.0,2022-11-03 17:20:34.545,2022.1.3,76.0,92.0,31,True,,pudb,conda-forge/pudb,,6009.0,5255.0,https://pypi.org/project/pudb,2022-11-03 17:20:34.545,754.0,185705.0,188453.0,https://anaconda.org/conda-forge/pudb,2023-06-16 13:21:37.623,236388.0,2.0,,,,,,,,,,,,,,,,,
+93,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,,2015-12-27 23:15:37.000,2023-09-04 22:51:00.000,2023-09-04 22:50:59,558.0,36.0,91.0,21.0,102.0,12.0,270.0,1276.0,,,24.0,31.0,31,False,,typeguard,conda-forge/typeguard,,17477.0,17477.0,https://pypi.org/project/typeguard,,,10549715.0,10559663.0,https://anaconda.org/conda-forge/typeguard,2023-08-29 15:02:25.115,388010.0,3.0,,,,,,,,,,,,,,,,,
+94,prettytable,jazzband/prettytable,logging,Display tabular data in a visually appealing ASCII table format.,,https://github.com/jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2023-09-01 14:03:33.000,2023-09-01 13:49:47,518.0,2.0,128.0,21.0,137.0,38.0,85.0,1108.0,2023-06-11 13:31:15.887,3.8.0,30.0,54.0,31,False,,prettytable,conda-forge/prettytable,,49102.0,48031.0,https://pypi.org/project/prettytable,2023-06-11 13:31:15.887,1071.0,9784359.0,9819671.0,https://anaconda.org/conda-forge/prettytable,2023-07-17 11:18:48.076,1200617.0,3.0,,,,,,,,,,,,,,,,,
+95,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 20:41:41.000,2023-09-06 15:47:55.000,2023-09-06 15:47:54,325.0,20.0,95.0,11.0,210.0,28.0,145.0,496.0,2023-07-21 16:29:21.000,1.24.0,39.0,53.0,31,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],42107.0,42107.0,https://pypi.org/project/sphinx-autodoc-typehints,,,1577332.0,1592033.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2023-07-21 19:10:23.294,573374.0,2.0,,,,,,,,,,,,,,,,,
+96,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2023-08-03 14:30:43.000,2023-08-03 14:30:43,380.0,1.0,147.0,29.0,84.0,62.0,129.0,1746.0,2023-03-09 15:41:00.602,0.13.13,46.0,58.0,30,True,,ipdb,conda-forge/ipdb,,57326.0,48370.0,https://pypi.org/project/ipdb,2023-03-09 15:41:00.602,8956.0,2349250.0,2353880.0,https://anaconda.org/conda-forge/ipdb,2023-06-16 13:21:31.191,398184.0,2.0,,,,,,,,,,,,,,,,,
+97,doit,pydoit/doit,build-tools,task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2023-06-16 13:22:52.551,2023-01-16 03:40:03,1483.0,,170.0,51.0,162.0,85.0,218.0,1665.0,2022-04-22 15:33:23.000,0.36.0,48.0,65.0,30,True,,doit,conda-forge/doit,,1883.0,1591.0,https://pypi.org/project/doit,2022-04-22 15:33:23.000,292.0,402106.0,405394.0,https://anaconda.org/conda-forge/doit,2023-06-16 13:22:52.551,226884.0,3.0,,,,,,,,,,,,,,,,,
+98,pytest-sugar,Teemu/pytest-sugar,testing,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",,https://github.com/Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2023-08-12 17:17:17.000,2023-08-08 07:31:15,426.0,2.0,70.0,18.0,161.0,24.0,91.0,1131.0,2023-04-10 11:18:29.000,0.9.7,29.0,50.0,30,True,,pytest-sugar,conda-forge/pytest-sugar,['pytest'],25678.0,22896.0,https://pypi.org/project/pytest-sugar,2023-04-10 11:17:46.295,2782.0,970973.0,976810.0,https://anaconda.org/conda-forge/pytest-sugar,2023-07-02 12:36:24.393,210100.0,3.0,6.0,,,,,,,,,,,,,,,,
+99,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2023-08-28 12:25:18.000,2023-08-04 15:54:43,743.0,1.0,187.0,19.0,314.0,121.0,225.0,1088.0,2023-01-17 20:31:11.783,6.3.0,23.0,90.0,30,True,,pydocstyle,conda-forge/pydocstyle,,60926.0,58184.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,2742.0,3120205.0,3138421.0,https://anaconda.org/conda-forge/pydocstyle,2023-06-16 13:18:02.967,1566654.0,2.0,69.0,,,,,,,,,,,,,,,,
+100,typed_ast,python/typed_ast,ast,Modified fork of CPythons ast module that parses `# type:` comments.,,https://github.com/python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2023-07-04 22:51:12.026,2023-07-03 22:55:34,205.0,3.0,56.0,20.0,109.0,1.0,86.0,221.0,2023-07-04 18:38:08.820,1.5.5,35.0,26.0,30,True,,typed_ast,conda-forge/typed-ast,,5539.0,,https://pypi.org/project/typed_ast,2023-07-04 18:38:08.820,5539.0,8058441.0,8233630.0,https://anaconda.org/conda-forge/typed-ast,2023-07-04 22:51:12.026,6131625.0,1.0,,,,,,,,,,,,,,,,,
+101,Griffe,mkdocstrings/griffe,documentation,"Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API..",,https://github.com/mkdocstrings/griffe,https://github.com/mkdocstrings/griffe,ISC,2021-09-09 21:49:44.000,2023-09-04 19:16:43.543,2023-09-04 16:37:10,725.0,126.0,29.0,6.0,45.0,15.0,143.0,204.0,2023-09-04 16:37:31.000,0.36.1,49.0,21.0,30,True,,griffe,conda-forge/griffe,,3023.0,3023.0,https://pypi.org/project/griffe,,,730352.0,739740.0,https://anaconda.org/conda-forge/griffe,2023-09-04 19:16:43.543,168993.0,2.0,,,,,,,,,,,,,,,,,
+102,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2023-07-21 11:34:22.000,2023-07-21 11:34:22,716.0,3.0,371.0,80.0,161.0,131.0,114.0,4001.0,2022-11-15 17:59:01.069,0.61.0,59.0,102.0,29,True,,memory_profiler,conda-forge/memory_profiler,,211.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,211.0,817968.0,817968.0,https://anaconda.org/conda-forge/memory_profiler,,,2.0,,,,,,,,,,,,,,,,,
+103,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 20:49:52.000,2023-09-04 20:27:52.000,2023-08-28 11:47:24,763.0,23.0,334.0,82.0,402.0,125.0,212.0,2242.0,2023-08-24 21:57:04.000,9.0.0,14.0,133.0,29,True,,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],10.0,,https://pypi.org/project/pytest-testinfra,2023-08-24 21:57:04.000,10.0,351166.0,351574.0,https://anaconda.org/conda-forge/pytest-testinfra,2023-08-25 02:18:30.063,13083.0,3.0,,,,,,,,,,,,,,,,,
+104,flit,pypa/flit,build-tools,Simplified packaging of Python modules.,,https://github.com/pypa/flit,https://github.com/pypa/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2023-09-06 10:05:31.000,2023-09-06 10:05:22,1164.0,7.0,120.0,34.0,269.0,110.0,270.0,2009.0,,,22.0,68.0,29,True,,flit,conda-forge/flit,,1549.0,1549.0,https://pypi.org/project/flit,,,219963.0,222087.0,https://anaconda.org/conda-forge/flit,2023-06-16 13:24:46.150,167821.0,3.0,,,,,,,,,,,,,,,,,
+105,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 11:38:06.000,2023-08-25 15:24:50.000,2023-07-10 03:17:08,1424.0,3.0,256.0,92.0,384.0,95.0,421.0,1576.0,2023-07-10 03:25:42.000,0.13.10,674.0,39.0,29,True,,pybuilder,conda-forge/pybuilder,,60.0,,https://pypi.org/project/pybuilder,2022-11-04 03:13:11.030,60.0,21859.0,24334.0,https://anaconda.org/conda-forge/pybuilder,2023-07-10 05:27:47.685,54463.0,3.0,,,,,,,,,,,,,,,,,
+106,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 10:55:33.000,2023-08-23 10:43:50.000,2023-04-27 00:15:19,1004.0,,108.0,19.0,69.0,95.0,87.0,1121.0,2022-10-25 21:23:01.695,4.0.0,43.0,39.0,29,True,,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],8135.0,7434.0,https://pypi.org/project/pytest-benchmark,2022-10-25 21:23:01.695,701.0,667399.0,688030.0,https://anaconda.org/conda-forge/pytest-benchmark,2023-06-16 13:15:49.392,1856797.0,3.0,,,,,,,,,,,,,,,,,
+107,wily,tonybaloney/wily,code-metrics,"A Python application for tracking, reporting on timing and complexity in Python code.",,https://github.com/tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2023-09-06 03:17:03.000,2023-09-06 03:17:03,896.0,74.0,56.0,26.0,119.0,33.0,71.0,1107.0,2023-07-05 05:04:00.529,1.24.2,51.0,24.0,29,True,,wily,,,202.0,193.0,https://pypi.org/project/wily,2018-10-14 05:01:41.000,9.0,13249.0,13249.0,,,,2.0,,,,,,,,,,,,,,,,,
+108,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 17:57:21.000,2023-06-22 17:19:13.688,2022-08-29 14:53:21,230.0,,81.0,14.0,46.0,2.0,73.0,819.0,2021-11-08 16:58:17.000,6.6.0,20.0,30.0,29,False,,colorlog,conda-forge/colorlog,,28383.0,28383.0,https://pypi.org/project/colorlog,,,6815556.0,6859336.0,https://anaconda.org/conda-forge/colorlog,2023-06-22 17:19:13.688,1663675.0,3.0,,,,,,,,,,,,,,,,,
+109,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2023-06-19 12:19:26.000,2023-06-19 12:19:25,147.0,2.0,56.0,17.0,59.0,14.0,39.0,589.0,2022-01-24 01:14:49.000,0.7.0,13.0,23.0,29,True,,mccabe,conda-forge/mccabe,,409075.0,393109.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,15966.0,29572706.0,29656787.0,https://anaconda.org/conda-forge/mccabe,2023-06-16 13:17:55.573,7315054.0,2.0,,,,,,,,,,,,,,,,,
+110,pylint-django,PyCQA/pylint-django,linters,Pylint plugin for improving code analysis for when using Django.,,https://github.com/pylint-dev/pylint-django,https://github.com/pylint-dev/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2023-08-01 10:10:46.000,2023-05-15 04:10:28,628.0,,119.0,16.0,184.0,52.0,167.0,564.0,2023-01-31 16:35:25.772,2.4.4,54.0,68.0,29,True,pylint-dev/pylint-django,pylint-django,conda-forge/pylint-django,['pylint'],28262.0,27091.0,https://pypi.org/project/pylint-django,2023-01-31 16:35:25.772,1171.0,2519081.0,2521011.0,https://anaconda.org/conda-forge/pylint-django,2023-06-16 13:25:11.432,163655.0,2.0,278.0,,,,,,,,,,,,,,,,
+111,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 20:48:39.000,2023-09-05 06:22:11.000,2023-08-14 16:01:13,475.0,1.0,183.0,8.0,226.0,15.0,146.0,530.0,2021-11-11 20:59:17.000,3.3.1,28.0,64.0,29,True,,coveralls,conda-forge/coveralls,['pytest'],32033.0,32033.0,https://pypi.org/project/coveralls,,,458893.0,471342.0,https://anaconda.org/conda-forge/coveralls,2023-06-16 13:24:40.028,995968.0,3.0,,,,,,,,,,,,,,,,,
+112,astunparse,simonpercivall/astunparse,ast,An AST unparser for Python.,,https://github.com/simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2023-08-18 23:41:57.000,2019-12-22 18:11:19,86.0,,50.0,8.0,37.0,25.0,21.0,208.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,29,False,,astunparse,conda-forge/astunparse,,85336.0,84882.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,454.0,8947359.0,8972057.0,https://anaconda.org/conda-forge/astunparse,2023-06-16 13:24:50.388,1852363.0,2.0,,,,,,,,,,,,,,,,,
+113,gast,serge-sans-paille/gast,ast,Python AST that abstracts the underlying Python version.,,https://github.com/serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2023-07-03 07:21:35.215,2023-04-29 19:35:43,97.0,,30.0,12.0,45.0,3.0,30.0,128.0,2023-04-29 19:44:01.995,0.5.4,21.0,10.0,29,True,,gast,conda-forge/gast,,131344.0,129390.0,https://pypi.org/project/gast,2023-04-29 19:44:01.995,1954.0,12359203.0,12424107.0,https://anaconda.org/conda-forge/gast,2023-07-03 07:21:35.215,2401458.0,2.0,,,,,,,,,,,,,,,,,
+114,Bpytop,aristocratos/bpytop,profiling,Linux/OSX/FreeBSD resource monitor.,,https://github.com/aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2023-08-07 06:05:25.000,2022-03-06 14:20:17,408.0,,373.0,153.0,70.0,73.0,228.0,9503.0,2021-12-22 19:23:21.000,1.0.68,53.0,35.0,28,False,,bpytop,conda-forge/bpytop,,146.0,145.0,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000,1.0,6071.0,6521.0,https://anaconda.org/conda-forge/bpytop,2023-06-16 19:24:35.135,13972.0,3.0,,,,,,,,,,,,,,,,,
+115,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 13:05:10.000,2023-09-07 14:10:34.000,2023-09-07 08:12:09,2589.0,121.0,287.0,43.0,1375.0,518.0,1041.0,5140.0,2023-09-05 08:25:11.000,2023.09.05,113.0,132.0,28,True,,,conda-forge/mamba,,,,,,,,220244.0,https://anaconda.org/conda-forge/mamba,2023-09-05 14:29:17.830,8809776.0,3.0,,,,,,,,,,,,,,,,,
+116,alive-progress,rsalmei/alive-progress,logging,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",,https://github.com/rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2023-06-15 15:02:40.000,2023-06-01 01:16:09,678.0,,184.0,47.0,49.0,16.0,184.0,4618.0,,,19.0,7.0,28,True,,alive-progress,conda-forge/alive-progress,,2216.0,2216.0,https://pypi.org/project/alive-progress,,,506398.0,507345.0,https://anaconda.org/conda-forge/alive-progress,2023-06-01 05:47:28.243,40748.0,3.0,,,,,,,,,,,,,,,,,
+117,coala,coala/coala,linters,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",,https://github.com/coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2022-07-03 04:03:12.000,2021-06-11 17:11:55,4487.0,,1356.0,102.0,3152.0,835.0,2373.0,3486.0,2017-05-30 10:07:57.000,0.11.1,730.0,483.0,28,False,,coala-bears,,,120.0,12.0,https://pypi.org/project/coala-bears,2017-05-31 06:47:25.000,108.0,1218.0,1219.0,,,,2.0,176.0,,,,,,,,,,,,,,,,
+118,detect-secrets,Yelp/detect-secrets,security,An enterprise friendly way of detecting and preventing secrets in code.,,https://github.com/Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000,2023-09-04 15:34:22.000,2023-04-11 16:04:33,1217.0,,380.0,48.0,420.0,119.0,199.0,3177.0,2022-10-05 17:13:10.000,1.4.0,37.0,73.0,28,True,,detect-secrets,,,35.0,,https://pypi.org/project/detect-secrets,2020-07-26 03:40:27.000,35.0,368258.0,368258.0,,,,3.0,,,,,,,,,,,,,,,,,
+119,line_profiler,pyutils/line_profiler,profiling,Line-by-line profiling for Python.,,https://github.com/pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2019-12-10 22:26:33.000,2023-08-22 15:17:28.000,2023-08-21 22:44:11,394.0,93.0,103.0,15.0,146.0,44.0,49.0,2045.0,2023-08-22 03:20:28.000,4.1.1,29.0,41.0,28,True,,line_profiler,conda-forge/line_profiler,,82.0,,https://pypi.org/project/line_profiler,2023-08-22 03:20:28.000,82.0,395618.0,408201.0,https://anaconda.org/conda-forge/line_profiler,2023-08-22 04:39:59.865,427825.0,3.0,,,,,,,,,,,,,,,,,
+120,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 15:20:03.000,2023-09-05 04:08:44.000,2023-09-03 23:04:29,3335.0,248.0,286.0,44.0,711.0,110.0,532.0,2043.0,2023-07-10 06:51:43.000,0.3.15,25.0,131.0,28,True,,briefcase,,,,,https://pypi.org/project/briefcase,,,3853.0,3856.0,,,,2.0,173.0,,,,,,,,,,,,,,,,
+121,Diamond,python-diamond/Diamond,profiling,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,,https://github.com/python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2023-09-05 19:07:20.000,2023-01-29 19:46:36,3335.0,,600.0,92.0,534.0,135.0,170.0,1718.0,2016-11-25 22:13:29.000,4.0.515,36.0,386.0,28,True,,diamond,,,181.0,147.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,34.0,7599.0,7599.0,,,,3.0,,,,,,,,,,,,,,,,,
+122,safety,pyupio/safety,security,Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for..,,https://github.com/pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2023-08-10 16:18:37.000,2023-05-29 16:30:35,590.0,,131.0,32.0,306.0,62.0,117.0,1537.0,2022-12-08 19:10:01.428,2.3.5,55.0,41.0,28,True,,safety,conda-forge/safety,,444.0,29.0,https://pypi.org/project/safety,2022-10-04 21:08:20.401,415.0,977550.0,988188.0,https://anaconda.org/conda-forge/safety,2023-06-16 16:15:06.955,76933.0,3.0,384703.0,,,,,,,,,,,,,,,,
+123,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 18:58:58.000,2023-09-02 15:57:12.000,2023-06-18 06:48:14,539.0,1.0,106.0,33.0,85.0,22.0,145.0,1487.0,2023-03-26 06:25:00.948,6.0.1,56.0,56.0,28,True,,radon,conda-forge/radon,,4919.0,4284.0,https://pypi.org/project/radon,2023-03-26 06:25:00.948,635.0,422328.0,423226.0,https://anaconda.org/conda-forge/radon,2023-06-16 13:24:51.939,63811.0,3.0,,,,,,,,,,,,,,,,,
+124,Yappi,sumerc/yappi,profiling,"Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.",,https://github.com/sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2023-09-05 07:20:23.000,2023-05-29 13:41:01,712.0,,66.0,15.0,78.0,24.0,51.0,1223.0,2022-10-31 08:28:00.894,1.4.0,22.0,28.0,28,True,,yappi,conda-forge/yappi,,1362.0,1014.0,https://pypi.org/project/yappi,2022-10-31 08:28:00.894,348.0,1542154.0,1544305.0,https://anaconda.org/conda-forge/yappi,2023-06-16 13:20:48.597,161395.0,3.0,,,,,,,,,,,,,,,,,
+125,pdbpp,pdbpp/pdbpp,debugging,"pdb++, a drop-in replacement for pdb (the Python debugger).",,https://github.com/pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2023-07-07 23:15:37.000,2022-07-14 18:31:38,706.0,,64.0,18.0,318.0,98.0,126.0,1167.0,2021-07-09 22:22:20.000,0.10.3,26.0,41.0,28,False,,pdbpp,conda-forge/pdbpp,,5756.0,5054.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000,702.0,272775.0,274185.0,https://anaconda.org/conda-forge/pdbpp,2023-06-16 13:25:41.484,102995.0,2.0,,,,,,,,,,,,,,,,,
+126,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 03:40:17.000,2023-09-07 03:20:28.000,2023-09-07 03:20:26,612.0,14.0,77.0,14.0,166.0,37.0,72.0,801.0,2023-09-01 06:20:05.000,2.2.1,59.0,37.0,28,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,,728.0,,https://pypi.org/project/autoflake,2023-09-01 06:19:21.000,728.0,1554559.0,1563928.0,https://anaconda.org/conda-forge/autoflake,2023-06-16 16:14:56.765,496558.0,2.0,,,,,,,,,,,,,,,,,
+127,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2023-09-06 00:31:07.000,2023-09-06 00:31:07,265.0,1.0,98.0,25.0,109.0,40.0,77.0,738.0,2019-12-10 01:50:33.000,0.8.1,14.0,33.0,28,True,,astor,conda-forge/astor,,2179.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,2179.0,4931817.0,4959837.0,https://anaconda.org/conda-forge/astor,2023-06-16 13:23:08.435,2157602.0,3.0,,,,,,,,,,,,,,,,,
+128,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2023-08-30 20:27:48.000,2023-08-30 20:27:48,639.0,9.0,104.0,25.0,158.0,21.0,65.0,716.0,2022-08-07 15:50:19.406,2.0.4,24.0,43.0,28,False,,pyhamcrest,conda-forge/pyhamcrest,,36960.0,35117.0,https://pypi.org/project/pyhamcrest,2022-08-07 15:50:19.406,1843.0,1089207.0,1094601.0,https://anaconda.org/conda-forge/pyhamcrest,2023-06-16 13:17:20.732,474722.0,3.0,,,,,,,,,,,,,,,,,
+129,buildout,buildout/buildout,build-tools,Buildout is a deployment automation tool written in and extended with Python.,,https://github.com/buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2023-06-28 15:43:10.000,2022-11-08 15:07:52,1711.0,,172.0,55.0,274.0,134.0,233.0,565.0,2023-02-03 17:52:32.253,2.13.7,123.0,92.0,28,False,,zc.buildout,conda-forge/zc.buildout,,1044.0,,https://pypi.org/project/zc.buildout,2022-04-07 19:12:49.000,1044.0,75312.0,76544.0,https://anaconda.org/conda-forge/zc.buildout,2023-06-16 19:27:31.340,29575.0,3.0,,,,,,,,,,,,,,,,,
+130,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,,2017-05-08 20:14:30.000,2023-06-18 23:54:48.000,2023-06-18 23:54:47,1112.0,2.0,93.0,22.0,107.0,9.0,104.0,559.0,,,21.0,46.0,28,False,,parso,conda-forge/parso,,340258.0,340258.0,https://pypi.org/project/parso,,,21096387.0,21323363.0,https://anaconda.org/conda-forge/parso,2023-06-16 13:24:17.757,15661398.0,2.0,,,,,,,,,,-4.0,,,,,,,
+131,python-coloredlogs,xolox/python-coloredlogs,logging,Colored terminal output for Pythons logging module.,,https://github.com/xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2023-06-16 13:23:46.924,2021-06-11 10:22:09,273.0,,40.0,10.0,36.0,31.0,52.0,514.0,2021-06-11 10:24:04.382,15.0.1,63.0,16.0,28,False,,coloredlogs,anaconda/coloredlogs,,29460.0,27414.0,https://pypi.org/project/coloredlogs,2021-06-11 10:24:04.382,2046.0,7049272.0,7049428.0,https://anaconda.org/anaconda/coloredlogs,2023-06-16 13:23:46.924,11235.0,3.0,,,,,,,,,,,,,,,,,
+132,sphinx-autobuild,executablebooks/sphinx-autobuild,documentation,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,,https://github.com/executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2023-07-27 02:41:54.000,2023-02-09 08:53:43,295.0,,61.0,19.0,62.0,22.0,53.0,481.0,2022-04-20 19:59:44.000,2021.03.14,4.0,24.0,28,True,,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],19386.0,19386.0,https://pypi.org/project/sphinx-autobuild,,,478812.0,481503.0,https://anaconda.org/conda-forge/sphinx-autobuild,2023-06-16 13:21:20.882,207236.0,2.0,,,,,,,,,,,,,,,,,
+133,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2023-08-10 12:31:31.000,2023-08-10 12:31:31,584.0,20.0,57.0,9.0,121.0,13.0,128.0,452.0,2023-07-12 01:47:02.331,1.7.5,62.0,29.0,28,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,,3226.0,3080.0,https://pypi.org/project/docformatter,2023-07-12 01:47:02.331,146.0,306892.0,309389.0,https://anaconda.org/conda-forge/docformatter,2023-07-18 03:59:16.364,89873.0,3.0,8.0,,,,,,,,,,,,,,,,
+134,wasabi,ines/wasabi,logging,A lightweight console printing and formatting toolkit.,,https://github.com/explosion/wasabi,https://github.com/explosion/wasabi,MIT,2018-11-17 14:40:55.000,2023-06-07 10:00:19.970,2023-06-07 06:50:58,257.0,,24.0,16.0,34.0,4.0,5.0,427.0,2023-06-07 07:37:46.000,1.1.2,39.0,13.0,28,True,explosion/wasabi,wasabi,conda-forge/wasabi,,34006.0,34006.0,https://pypi.org/project/wasabi,,,4888715.0,4910121.0,https://anaconda.org/conda-forge/wasabi,2023-06-07 10:00:19.970,1177382.0,3.0,,,,,,,,,,,,,,,,,
+135,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 08:22:26.000,2023-06-16 16:21:34.925,2022-12-27 17:54:48,436.0,,27.0,11.0,39.0,15.0,18.0,260.0,2020-12-27 11:10:13.000,0.5.4,18.0,9.0,28,True,,executing,conda-forge/executing,,103796.0,103796.0,https://pypi.org/project/executing,,,12271578.0,12466013.0,https://anaconda.org/conda-forge/executing,2023-06-16 16:21:34.925,8749582.0,3.0,,,,,,,,,,,,,,,,,
+136,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2023-09-05 13:11:04.000,2023-09-05 13:09:58,580.0,31.0,142.0,35.0,292.0,76.0,132.0,250.0,2022-10-08 14:08:14.000,1.5.0,14.0,79.0,28,False,,numpydoc,conda-forge/numpydoc,['sphinx'],40209.0,40209.0,https://pypi.org/project/numpydoc,,,370449.0,396116.0,https://anaconda.org/conda-forge/numpydoc,2023-06-16 13:20:56.387,2053397.0,2.0,,,,,,,,,,-7.0,,,,,,,
+137,hacking,openstack/hacking,linters,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,,https://github.com/openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2023-09-05 15:05:45.000,2023-09-05 15:05:07,1068.0,2.0,66.0,33.0,7.0,,,231.0,2023-04-27 15:17:02.669,6.0.1,40.0,187.0,28,True,,hacking,,['flake8'],4397.0,,https://pypi.org/project/hacking,2023-04-27 15:17:02.669,4397.0,63225.0,63225.0,,,,2.0,,,,,,,,,,8.0,,,,,,,
+138,gdbgui,cs01/gdbgui,debugging,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",,https://github.com/cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2023-05-12 22:09:01.000,2022-06-22 04:41:01,431.0,,545.0,164.0,153.0,151.0,169.0,9386.0,2022-06-22 04:50:45.000,0.15.1.0,9.0,41.0,27,False,,gdbgui,,,313.0,313.0,https://pypi.org/project/gdbgui,,,8678.0,9080.0,,,,3.0,15312.0,,,,,,,,,,,,,,,,
+139,xonsh,xonsh/xonsh,shell,"Python-powered, cross-platform, Unix-gazing shell.",,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,,2015-01-21 22:05:27.000,2023-09-04 20:58:22.000,2023-09-04 14:18:35,10459.0,24.0,588.0,106.0,2576.0,264.0,2192.0,7255.0,2023-08-16 07:02:39.000,0.14.1,99.0,317.0,27,False,,xonsh,,,,,https://pypi.org/project/xonsh,,,7692.0,7781.0,,,,1.0,9089.0,,,,,,,,,,,,,,,,
+140,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 23:32:13.000,2023-07-19 05:29:25.000,2023-01-21 22:38:30,6697.0,,204.0,60.0,127.0,324.0,234.0,4869.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,27,True,,pyoxidizer,,,150.0,148.0,https://pypi.org/project/pyoxidizer,2023-01-02 16:18:55.910,2.0,3838.0,4090.0,,,,2.0,11130.0,,,,,,,,,,,,,,,,
+141,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2023-07-31 20:37:02.000,2022-07-14 07:40:12,517.0,,97.0,31.0,361.0,33.0,67.0,2503.0,2021-08-23 20:42:56.000,1.3.0,6.0,19.0,27,False,,notifiers,conda-forge/notifiers,,1068.0,1068.0,https://pypi.org/project/notifiers,,,406232.0,407276.0,https://anaconda.org/conda-forge/notifiers,2023-06-16 19:23:52.875,34465.0,3.0,,,,,,,,,,,,,,,,,
+142,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,,2017-01-22 04:25:52.000,2023-09-07 06:53:11.000,2023-09-07 01:49:38,1698.0,103.0,196.0,28.0,1044.0,47.0,822.0,1129.0,2023-08-24 16:06:31.000,6.15.6,61.0,105.0,27,True,,cx_freeze,conda-forge/cx_freeze,,,,https://pypi.org/project/cx_freeze,,,104688.0,111248.0,https://anaconda.org/conda-forge/cx_freeze,2023-08-24 17:40:58.929,262432.0,2.0,,,,,,,,,,-5.0,,,,,,,
+143,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 18:52:25.000,2023-08-22 12:33:10.000,2023-08-22 12:33:10,1760.0,1.0,182.0,19.0,358.0,169.0,399.0,693.0,2023-03-31 19:07:42.000,4.35.0,42.0,107.0,27,False,breathe-doc/breathe,breathe,conda-forge/breathe,,10738.0,10738.0,https://pypi.org/project/breathe,,,285221.0,298173.0,https://anaconda.org/conda-forge/breathe,2023-07-04 04:52:22.769,504445.0,3.0,547.0,,,,,,,,,,,,,,,,
+144,darglint,terrencepreilly/darglint,linters,A python documentation linter which checks that the docstring description matches the definition.,,https://github.com/terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2023-06-16 16:17:00.951,2021-10-18 03:34:23,504.0,,42.0,7.0,61.0,71.0,95.0,480.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,27,False,,darglint,conda-forge/darglint,,19394.0,19268.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,126.0,440345.0,441877.0,https://anaconda.org/conda-forge/darglint,2023-06-16 16:17:00.951,73557.0,2.0,,,,,,,,,,,,,,,,,
+145,pep8-naming,PyCQA/pep8-naming,linters,Naming Convention checker for Python.,,https://github.com/PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2023-06-16 13:15:30.349,2023-05-06 20:04:56,258.0,,137.0,16.0,123.0,18.0,78.0,466.0,2022-12-19 20:46:55.580,0.13.3,27.0,35.0,27,False,,pep8-naming,conda-forge/pep8-naming,,51185.0,49316.0,https://pypi.org/project/pep8-naming,2022-12-19 20:46:55.580,1869.0,1722200.0,1725868.0,https://anaconda.org/conda-forge/pep8-naming,2023-06-16 13:15:30.349,333866.0,2.0,,,,,,,,,,,,,,,,,
+146,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 12:15:56.000,2023-09-05 08:21:04.000,2023-09-05 08:21:02,552.0,23.0,21.0,7.0,473.0,4.0,51.0,446.0,2023-07-10 12:46:08.000,3.14.0,39.0,15.0,27,True,,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],676.0,,https://pypi.org/project/flake8-comprehensions,2023-07-10 12:46:08.000,676.0,1054656.0,1073734.0,https://anaconda.org/conda-forge/flake8-comprehensions,2023-07-17 21:11:54.892,744066.0,2.0,,,,,,,,,,,,,,,,,
+147,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2023-06-16 13:23:45.665,2022-08-10 16:41:28,230.0,,110.0,21.0,61.0,12.0,42.0,429.0,2023-02-02 20:53:42.547,1.4.2,31.0,37.0,27,False,,ddt,conda-forge/ddt,,6575.0,5237.0,https://pypi.org/project/ddt,2023-02-02 20:53:42.547,1338.0,379017.0,380138.0,https://anaconda.org/conda-forge/ddt,2023-06-16 13:23:45.665,87473.0,3.0,,,,,,,,,,,,,,,,,
+148,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 14:25:24.000,2023-09-05 04:01:05.000,2023-08-25 02:01:15,818.0,19.0,21.0,3.0,481.0,44.0,80.0,358.0,2023-08-19 01:46:45.000,0.34.0,52.0,16.0,27,True,,nitpick,,['flake8'],1257.0,1257.0,https://pypi.org/project/nitpick,,,69765.0,69765.0,,,,2.0,5.0,,,,,,,,,,,,,,,,
+149,flake8-eradicate,wemake-services/flake8-eradicate,linters,Flake8 plugin to find commented out or dead code.,,https://github.com/wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2023-06-01 15:43:14.086,2023-05-31 09:56:43,371.0,,14.0,6.0,256.0,19.0,30.0,302.0,2023-05-31 09:59:03.360,1.5.0,16.0,16.0,27,True,,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],17169.0,17056.0,https://pypi.org/project/flake8-eradicate,2022-08-11 07:18:01.020,113.0,614871.0,615260.0,https://anaconda.org/conda-forge/flake8-eradicate,2023-06-01 15:43:14.086,11299.0,2.0,,,,,,,,,,,,,,,,,
+150,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 19:25:34.000,2023-09-06 18:04:33.000,2022-12-22 22:55:55,353.0,,93.0,8.0,85.0,9.0,48.0,153.0,,,12.0,37.0,27,True,,flake8-isort,conda-forge/flake8-isort,['flake8'],23575.0,23575.0,https://pypi.org/project/flake8-isort,,,1055446.0,1056453.0,https://anaconda.org/conda-forge/flake8-isort,2023-06-16 16:18:42.555,47333.0,2.0,,,,,,,,,,,,,,,,,
+151,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2023-08-04 09:26:44.000,2022-12-04 22:09:17,262.0,,144.0,50.0,46.0,49.0,70.0,6954.0,2022-07-21 09:20:01.329,2.1.3,17.0,21.0,26,True,,icecream,conda-forge/icecream,,141.0,13.0,https://pypi.org/project/icecream,2022-07-21 09:20:01.329,128.0,259620.0,260407.0,https://anaconda.org/conda-forge/icecream,2023-06-16 19:25:30.341,22848.0,3.0,,,,,,,,,,,,,,,,,
+152,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2023-06-16 13:17:34.885,2018-06-28 13:35:12,500.0,,371.0,5.0,1.0,,,3950.0,2022-11-15 17:59:01.069,0.61.0,59.0,62.0,26,False,,memory_profiler,conda-forge/memory_profiler,,211.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,211.0,817968.0,822069.0,https://anaconda.org/conda-forge/memory_profiler,2023-06-16 13:17:34.885,360901.0,3.0,,,,,,,,,,10.0,,,,,,,
+153,beartype,beartype/beartype,linters,Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2023-09-07 04:46:39.000,2023-09-07 04:35:47,1017.0,71.0,38.0,12.0,41.0,47.0,168.0,2028.0,2023-07-22 05:24:43.000,0.15.0,27.0,17.0,26,True,,beartype,conda-forge/beartype,,,,https://pypi.org/project/beartype,,,828555.0,830152.0,https://anaconda.org/conda-forge/beartype,2023-08-09 04:25:38.901,62303.0,3.0,,,,,,,,,,,,,,,,,
+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,,636.0,156.0,35.0,183.0,119.0,1938.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,26,False,,uiautomator,,,319.0,251.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,68.0,25033.0,25033.0,,,,3.0,,,,,,,,,,,,,,,,,
+155,pympler,pympler/pympler,profiling,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",,https://github.com/pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2023-08-07 14:53:26.000,2022-07-24 14:45:54,478.0,,86.0,10.0,60.0,56.0,53.0,1077.0,2021-12-22 16:55:15.000,1.0.1,17.0,29.0,26,False,,pympler,conda-forge/pympler,,340.0,,https://pypi.org/project/pympler,2021-12-22 16:55:15.000,340.0,1882104.0,1886811.0,https://anaconda.org/conda-forge/pympler,2023-06-16 13:20:11.899,367165.0,3.0,,,,,,,,,,,,,,,,,
+156,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2023-05-16 14:03:19.000,2022-08-08 11:25:05,700.0,,102.0,20.0,97.0,56.0,95.0,1014.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,26,False,,pylama,,,6668.0,6014.0,https://pypi.org/project/pylama,2022-08-08 11:29:01.059,654.0,169201.0,169201.0,,,,3.0,,,,,,,,,,,,,,,,,
+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 02:32:40.000,2023-08-24 02:21:44.000,2022-12-21 03:55:00,575.0,,139.0,8.0,116.0,123.0,203.0,1006.0,2021-08-03 14:51:19.000,0.10.0,34.0,58.0,26,True,,pdoc3,anaconda/pdoc3,,3764.0,3546.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000,218.0,274401.0,274432.0,https://anaconda.org/anaconda/pdoc3,2023-06-16 16:19:13.966,1452.0,3.0,,,,,,,,,,,,,,,,,
+158,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-..,,https://github.com/tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2023-09-03 20:47:47.000,2023-07-13 12:56:05,366.0,8.0,48.0,18.0,78.0,26.0,120.0,714.0,2023-07-13 13:22:05.000,2.0.12,45.0,24.0,26,True,,pytest-testmon,conda-forge/pytest-testmon,['pytest'],1156.0,1156.0,https://pypi.org/project/pytest-testmon,,,125038.0,125638.0,https://anaconda.org/conda-forge/pytest-testmon,2023-06-16 16:09:13.484,40220.0,3.0,,,,,,,,,,,,,,,,,
+159,sphinx-bootstrap-theme,ryan-roemer/sphinx-bootstrap-theme,documentation,Sphinx Bootstrap Theme.,,https://github.com/ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2022-02-28 16:14:56.000,2022-02-03 20:25:55,403.0,,213.0,24.0,95.0,56.0,83.0,586.0,2022-02-03 20:27:24.000,0.8.1,58.0,39.0,26,False,,sphinx-bootstrap-theme,,['sphinx'],619.0,,https://pypi.org/project/sphinx-bootstrap-theme,2022-02-03 20:27:24.000,619.0,121553.0,121553.0,,,,3.0,,,,,,,,,,,,,,,,,
+160,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 21:55:05.000,2023-09-06 09:01:43.000,2023-08-03 07:40:25,478.0,6.0,78.0,18.0,440.0,13.0,110.0,585.0,2023-07-29 00:23:21.000,3.5.0,41.0,37.0,26,True,nipunn1313/mypy-protobuf,mypy-protobuf,conda-forge/mypy-protobuf,,101.0,,https://pypi.org/project/mypy-protobuf,2023-07-29 00:23:21.000,101.0,1483477.0,1486783.0,https://anaconda.org/conda-forge/mypy-protobuf,2023-08-20 18:57:58.024,112413.0,3.0,,,,,,,,,,,,,,,,,
+161,flake8-quotes,zheller/flake8-quotes,linters,Flake8 extension for checking quotes in python.,,https://github.com/zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2023-06-16 13:20:50.267,2022-12-19 16:44:44,108.0,,32.0,4.0,65.0,6.0,44.0,167.0,,,15.0,32.0,26,True,,flake8-quotes,conda-forge/flake8-quotes,['flake8'],19412.0,19412.0,https://pypi.org/project/flake8-quotes,,,764678.0,772812.0,https://anaconda.org/conda-forge/flake8-quotes,2023-06-16 13:20:50.267,683306.0,3.0,,,,,,,,,,,,,,,,,
+162,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 22:10:33.000,2023-07-16 20:56:29.139,2023-07-16 18:20:44,535.0,34.0,38.0,10.0,57.0,3.0,61.0,163.0,2023-07-16 18:33:22.000,0.9.31,31.0,24.0,26,True,,asteval,conda-forge/asteval,,175.0,,https://pypi.org/project/asteval,2022-05-24 15:52:50.000,175.0,249098.0,259331.0,https://anaconda.org/conda-forge/asteval,2023-07-16 20:56:29.139,317249.0,3.0,,,,,,,,,,,,,,,,,
+163,pandas-vet,deppen8/pandas-vet,linters,A plugin for Flake8 that checks pandas code.,,https://github.com/deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2023-08-11 17:41:30.000,2023-08-11 15:07:51,233.0,44.0,17.0,6.0,83.0,10.0,41.0,156.0,2023-08-11 15:10:29.000,2023.8.2,7.0,14.0,26,True,,pandas-vet,conda-forge/pandas-vet,['flake8'],395.0,395.0,https://pypi.org/project/pandas-vet,,,75953.0,76808.0,https://anaconda.org/conda-forge/pandas-vet,2023-08-11 17:40:05.281,16227.0,3.0,68.0,,,,,,,,,,,,,,,,
+164,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 20:52:08.000,2023-09-05 18:56:15.000,2023-09-05 18:56:12,6182.0,155.0,262.0,58.0,846.0,141.0,508.0,4329.0,,,74.0,96.0,25,False,,pytype,conda-forge/pytype,,,,https://pypi.org/project/pytype,,,356760.0,361180.0,https://anaconda.org/conda-forge/pytype,2023-09-01 05:38:20.327,172390.0,3.0,,,,,,,,,,,,,,,,,
+165,dephell,dephell/dephell,dependency-managers,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",,https://github.com/dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39,2145.0,,118.0,26.0,221.0,107.0,161.0,1755.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,25,False,,dephell,,,838.0,821.0,https://pypi.org/project/dephell,2020-04-28 06:31:03.273,17.0,2681.0,2685.0,,,,3.0,249.0,,,,,,,,,,,,,,,,
+166,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2023-08-31 12:24:27.000,2023-02-20 18:24:13,204.0,,35.0,8.0,35.0,9.0,21.0,1252.0,2022-11-24 20:30:35.533,0.2.10,19.0,7.0,25,True,,stackprinter,conda-forge/stackprinter,,319.0,291.0,https://pypi.org/project/stackprinter,2022-11-24 20:30:35.533,28.0,363966.0,364107.0,https://anaconda.org/conda-forge/stackprinter,2023-06-16 16:15:48.838,7218.0,3.0,,,,,,,,,,,,,,,,,
+167,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 20:08:18.000,2023-06-16 13:25:36.186,2023-05-18 17:02:25,1091.0,,80.0,25.0,77.0,5.0,173.0,770.0,2022-09-21 00:00:55.818,3.4.3,145.0,39.0,25,True,,green,conda-forge/green,,233.0,,https://pypi.org/project/green,2022-09-21 00:00:55.818,233.0,12968.0,14756.0,https://anaconda.org/conda-forge/green,2023-06-16 13:25:36.186,128799.0,3.0,,,,,,,,,,,,,,,,,
+168,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 19:09:01.000,2023-09-07 05:28:14.000,2023-09-01 23:45:24,307.0,48.0,55.0,28.0,290.0,23.0,76.0,536.0,2023-07-17 20:20:42.042,2.0.0,10.0,38.0,25,False,,fixit,,,47.0,45.0,https://pypi.org/project/fixit,2023-07-17 20:33:00.500,2.0,24569.0,24569.0,,,,3.0,,,,,,,,,,,,,,,,,
+169,mkdocs-awesome-pages-plugin,lukasgeiter/mkdocs-awesome-pages-plugin,documentation,An MkDocs plugin that simplifies configuring page titles and their order.,,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2023-08-19 21:30:00.000,2023-08-19 21:19:39,96.0,5.0,29.0,7.0,17.0,13.0,53.0,359.0,2023-08-19 21:31:54.000,2.9.2,24.0,7.0,25,True,,mkdocs-awesome-pages-plugin,,['mkdocs'],3090.0,3090.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,,,124331.0,124331.0,,,,3.0,,,,,,,,,,,,,,,,,
+170,pytest-lazy-fixture,tvorog/pytest-lazy-fixture,testing,It helps to use fixtures in pytest.mark.parametrize.,,https://github.com/TvoroG/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2023-07-21 16:19:56.000,2022-01-27 10:32:34,98.0,,22.0,9.0,22.0,20.0,21.0,341.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,25,False,,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],2117.0,1975.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,142.0,449678.0,456354.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2023-06-16 13:24:44.425,514114.0,3.0,,,,,,,,,,,,,,,,,
+171,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 15:27:20.000,2023-09-07 10:28:58.000,2023-09-07 10:26:00,565.0,1.0,39.0,6.0,70.0,20.0,76.0,280.0,,,43.0,22.0,25,True,,check-manifest,conda-forge/check-manifest,,12591.0,9490.0,https://pypi.org/project/check-manifest,2022-12-05 08:17:08.785,3101.0,215434.0,217204.0,https://anaconda.org/conda-forge/check-manifest,2023-06-16 16:12:23.756,100908.0,3.0,,,,,,,,,,,,,,,,,
+172,py2app,ronaldoussoren/py2app,packaging,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,,https://github.com/ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,,2020-01-14 11:27:41.000,2023-08-30 17:54:44.000,2023-04-16 08:34:06,854.0,,28.0,14.0,27.0,170.0,307.0,265.0,2022-12-28 12:12:07.000,0.28.5,7.0,31.0,25,False,,py2app,,,4516.0,4516.0,https://pypi.org/project/py2app,,,19896.0,19896.0,,,,3.0,,,,,,,,,,,,,,,,,
+173,pytest-mypy,dbader/pytest-mypy,testing,Mypy static type checker plugin for Pytest.,,https://github.com/realpython/pytest-mypy,https://github.com/realpython/pytest-mypy,MIT,2016-09-29 14:39:23.000,2023-07-16 21:30:01.000,2023-05-08 06:33:29,274.0,,33.0,9.0,97.0,11.0,52.0,229.0,2022-12-18 18:46:32.000,0.10.3,13.0,16.0,25,True,realpython/pytest-mypy,pytest-mypy,conda-forge/pytest-mypy,['pytest'],3666.0,3666.0,https://pypi.org/project/pytest-mypy,,,280703.0,282636.0,https://anaconda.org/conda-forge/pytest-mypy,2023-06-16 19:18:02.883,83119.0,3.0,,,,,,,,,,,,,,,,,
+174,data-science-types,predictive-analytics-lab/data-science-types,linters,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",,https://github.com/wearepal/data-science-types,https://github.com/wearepal/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2023-06-16 19:24:01.290,2021-02-16 17:29:00,446.0,,52.0,9.0,171.0,33.0,23.0,197.0,2021-02-16 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,,1073.0,1027.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,46.0,140800.0,141079.0,https://anaconda.org/conda-forge/data-science-types,2023-06-16 19:24:01.290,9236.0,3.0,,,,,,,,,,,,,,,,,
+175,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 14:40:26.000,2023-09-04 16:59:36.000,2023-09-04 16:59:35,168.0,4.0,11.0,2.0,52.0,6.0,23.0,160.0,2022-12-20 09:31:01.407,0.3.6,20.0,10.0,25,True,,flake8-black,conda-forge/flake8-black,['flake8'],7381.0,7124.0,https://pypi.org/project/flake8-black,2022-12-20 09:31:01.407,257.0,921577.0,930368.0,https://anaconda.org/conda-forge/flake8-black,2023-06-16 16:15:31.454,448353.0,3.0,,,,,,,,,,,,,,,,,
+176,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 00:26:51.000,2023-09-06 18:04:26.000,2022-12-22 23:43:03,285.0,,21.0,4.0,61.0,2.0,42.0,105.0,2022-12-22 23:44:03.313,2.1.0,26.0,17.0,25,True,,flake8-builtins,conda-forge/flake8-builtins,['flake8'],10033.0,9540.0,https://pypi.org/project/flake8-builtins,2022-12-22 23:44:03.313,493.0,605658.0,608346.0,https://anaconda.org/conda-forge/flake8-builtins,2023-06-16 13:23:26.276,220460.0,3.0,,,,,,,,,,,,,,,,,
+177,MonkeyType,Instagram/MonkeyType,refactoring,A Python library that generates static type annotations by collecting runtime types.,,https://github.com/Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2023-09-04 06:23:48.000,2023-07-27 01:03:50,331.0,1.0,160.0,55.0,132.0,41.0,132.0,4340.0,2023-03-20 14:10:04.829,23.3.0,23.0,45.0,24,True,,monkeytype,conda-forge/monkeytype,,26.0,,https://pypi.org/project/monkeytype,2022-02-18 23:46:48.000,26.0,50012.0,50806.0,https://anaconda.org/conda-forge/monkeytype,2023-06-16 16:09:34.593,54021.0,2.0,,,,,,,,,,,,,,,,,
+178,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2023-06-16 16:11:48.791,2023-01-20 18:08:14,186.0,,96.0,36.0,75.0,44.0,34.0,1489.0,2020-09-17 01:55:39.000,0.9.0,8.0,27.0,24,True,,bowler,conda-forge/bowler,,13.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,13.0,89573.0,89871.0,https://anaconda.org/conda-forge/bowler,2023-06-16 16:11:48.791,17335.0,2.0,,,,,,,,,,,,,,,,,
+179,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/PyCQA/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000,2021-12-09 03:12:36,1672.0,,73.0,28.0,106.0,80.0,48.0,673.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,24,False,,redbaron,,,712.0,582.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,130.0,32608.0,32608.0,,,,2.0,,,,,,,,,,,,,,,,,
+180,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 02:48:01.000,2023-09-04 23:19:27.000,2023-08-29 16:07:07,363.0,33.0,40.0,7.0,212.0,9.0,61.0,548.0,2023-08-16 08:58:38.000,1.16.0,26.0,18.0,24,True,adamchainz/blacken-docs,blacken-docs,conda-forge/blacken-docs,,34.0,,https://pypi.org/project/blacken-docs,2023-08-16 08:58:38.000,34.0,151231.0,152046.0,https://anaconda.org/conda-forge/blacken-docs,2023-08-16 10:40:14.275,30998.0,3.0,,,,,,,,,,,,,,,,,
+181,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 02:33:25.000,2023-09-03 09:44:52.000,2022-07-29 16:12:10,178.0,,38.0,5.0,103.0,27.0,27.0,493.0,,,,12.0,24,False,,interrogate,,,5043.0,5043.0,https://pypi.org/project/interrogate,,,83809.0,83809.0,,,,3.0,,,,,,,,,,,,,,,,,
+182,flake8-import-order,PyCQA/flake8-import-order,linters,Flake8 plugin that checks import order against various Python Style Guides.,,https://github.com/PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2023-06-16 13:24:07.930,2022-12-10 16:20:39,292.0,,71.0,10.0,100.0,12.0,90.0,273.0,2022-11-26 20:15:35.517,0.18.2,35.0,46.0,24,True,,flake8-import-order,conda-forge/flake8-import-order,['flake8'],1239.0,,https://pypi.org/project/flake8-import-order,2022-11-26 20:15:35.517,1239.0,393765.0,396688.0,https://anaconda.org/conda-forge/flake8-import-order,2023-06-16 13:24:07.930,239761.0,3.0,,,,,,,,,,,,,,,,,
+183,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2023-08-12 17:24:35.000,2023-08-12 17:19:26,116.0,3.0,20.0,6.0,16.0,8.0,28.0,224.0,2023-08-12 17:24:35.000,0.9.1,22.0,10.0,24,True,,xenon,conda-forge/xenon,,1174.0,1093.0,https://pypi.org/project/xenon,2023-08-12 17:24:35.000,81.0,169949.0,170247.0,https://anaconda.org/conda-forge/xenon,2023-06-16 13:23:09.938,21174.0,3.0,,,,,,,,,,,,,,,,,
+184,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/PyCQA/eradicate,https://github.com/PyCQA/eradicate,Saxpath,2012-12-23 04:39:48.000,2023-06-12 14:15:35.396,2023-06-12 09:19:41,183.0,1.0,24.0,5.0,25.0,7.0,16.0,188.0,2023-06-09 06:33:02.577,2.3.0,19.0,13.0,24,False,PyCQA/eradicate,eradicate,conda-forge/eradicate,,14286.0,14192.0,https://pypi.org/project/eradicate,2023-06-09 06:33:02.577,94.0,669637.0,669932.0,https://anaconda.org/conda-forge/eradicate,2023-06-12 14:15:35.396,8580.0,2.0,,,,,,,,,,,,,,,,,
+185,pytkdocs,mkdocstrings/pytkdocs,documentation,Load Python objects documentation.,,https://github.com/mkdocstrings/pytkdocs,https://github.com/mkdocstrings/pytkdocs,ISC,2020-02-04 21:18:34.000,2023-06-16 19:23:18.580,2022-03-07 18:48:36,240.0,,32.0,3.0,45.0,21.0,80.0,48.0,2021-09-21 19:52:30.000,0.12.0,13.0,23.0,24,False,,pytkdocs,conda-forge/pytkdocs,,1281.0,1281.0,https://pypi.org/project/pytkdocs,,,78870.0,81555.0,https://anaconda.org/conda-forge/pytkdocs,2023-06-16 19:23:18.580,94001.0,3.0,,,,,,,,,,,,,,,,,
+186,vprof,nvdv/vprof,profiling,Visual profiler for Python.,,https://github.com/nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2022-07-15 07:43:03.000,2022-07-15 07:43:03,620.0,,170.0,72.0,32.0,27.0,57.0,3931.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,23,False,,vprof,,,131.0,115.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,16.0,2423.0,2423.0,,,,3.0,,,,,,,,,,,,,,,,,
+187,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,,235.0,70.0,116.0,22.0,78.0,2142.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,23,False,,python-taint,,,103.0,91.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,12.0,3137.0,3138.0,,,,3.0,109.0,,,,,,,,,,,,,,,,
+188,pycco,pycco-docs/pycco,documentation,Literate-style documentation generator.,,https://github.com/pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2023-06-12 20:15:00.000,2019-12-20 19:59:49,222.0,,149.0,16.0,66.0,32.0,28.0,829.0,2018-07-25 01:44:55.232,0.6.0,11.0,36.0,23,False,,pycco,,,421.0,306.0,https://pypi.org/project/pycco,2016-06-04 18:49:28.000,115.0,1753.0,1753.0,,,,3.0,,,,,,,,,,,,,,,,,
+189,pytest-watch,joeyespo/pytest-watch,testing,Local continuous test runner with pytest and watchdog.,,https://github.com/joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2023-06-16 16:07:30.628,2019-06-15 20:36:43,183.0,,55.0,12.0,49.0,51.0,43.0,703.0,,,1.0,16.0,23,False,,pytest-watch,conda-forge/pytest-watch,['pytest'],8524.0,8524.0,https://pypi.org/project/pytest-watch,,,438016.0,439378.0,https://anaconda.org/conda-forge/pytest-watch,2023-06-16 16:07:30.628,92633.0,3.0,,,,,,,,,,,,,,,,,
+190,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,,63.0,24.0,85.0,28.0,52.0,507.0,2020-11-16 12:36:24.000,0.11.2,7.0,23.0,23,False,,mamba,,,836.0,836.0,https://pypi.org/project/mamba,,,6292.0,6292.0,,,,3.0,,,,,,,,,,,,,,,,,
+191,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,https://github.com/conda/constructor,,2016-02-12 06:52:50.000,2023-09-07 09:14:07.000,2023-09-04 17:14:39,1127.0,30.0,156.0,33.0,393.0,34.0,289.0,414.0,2023-08-02 15:50:00.000,3.4.5,43.0,70.0,23,False,,,constructor,,14.0,14.0,,,,,94.0,https://anaconda.org/anaconda/constructor,2023-09-07 06:05:35.443,8160.0,3.0,276.0,,,,,,,,,,,,,,,,
+192,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 00:55:50.000,2023-09-05 13:06:38.000,2023-09-05 13:06:37,457.0,39.0,21.0,7.0,196.0,,54.0,310.0,2023-08-30 17:27:37.000,3.1.0,41.0,11.0,23,True,,add-trailing-comma,,,21.0,,https://pypi.org/project/add-trailing-comma,2023-08-30 17:27:37.000,21.0,26212.0,26212.0,,,,3.0,,,,,,,,,,,,,,,,,
+193,baron,PyCQA/baron,refactoring,"IDE allow you to refactor code, Baron allows you to write refactoring code.",,https://github.com/PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-12-09 03:34:37.000,2021-12-09 03:33:22,1505.0,,52.0,15.0,100.0,46.0,30.0,281.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,23,False,,baron,,,371.0,312.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,59.0,32697.0,32697.0,,,,3.0,,,,,,,,,,,,,,,,,
+194,pytest-datadir,gabrielcnr/pytest-datadir,testing,pytest plugin for manipulating test data directories and files.,,https://github.com/gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2023-09-05 00:48:51.000,2023-09-05 00:19:59,122.0,6.0,21.0,7.0,47.0,8.0,12.0,217.0,2022-10-25 11:19:00.465,1.4.1,10.0,10.0,23,True,,pytest-datadir,conda-forge/pytest-datadir,['pytest'],1605.0,1487.0,https://pypi.org/project/pytest-datadir,2022-10-25 11:19:00.465,118.0,171532.0,174148.0,https://anaconda.org/conda-forge/pytest-datadir,2023-06-16 13:24:06.959,217160.0,3.0,,,,,,,,,,,,,,,,,
+195,pyenv-virtualenv,pyenv/pyenv-virtualenv,virtual-envs,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,,https://github.com/pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2023-07-30 13:52:49.000,2023-06-26 22:36:04,503.0,1.0,369.0,74.0,132.0,107.0,225.0,5654.0,2023-07-30 13:52:49.000,1.2.2,10.0,58.0,22,True,,,,,13.0,13.0,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
+196,xxh,xxh/xxh,shell,"Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish, zsh, osquery and so on.",,https://github.com/xxh/xxh,https://github.com/xxh/xxh,BSD-2-Clause,2019-11-03 12:04:13.000,2023-06-21 16:18:50.000,2023-06-21 16:18:49,768.0,4.0,90.0,44.0,56.0,20.0,59.0,4572.0,2022-09-29 10:18:30.000,0.8.12,89.0,24.0,22,True,,xxh-xxh,,,76.0,76.0,https://pypi.org/project/xxh-xxh,,,203.0,243.0,,,,3.0,1754.0,,,,,,,,,,,,,,,,
+197,rebound,shobrook/rebound,logging,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,,https://github.com/shobrook/rebound,https://github.com/shobrook/rebound,,2018-02-28 04:47:03.000,2023-08-24 18:51:39.500,2022-02-16 05:16:40,168.0,,374.0,76.0,41.0,14.0,38.0,4019.0,2018-12-04 10:11:53.000,2.0.0,47.0,16.0,22,False,,rebound,conda-forge/rebound,,24.0,24.0,https://pypi.org/project/rebound,,,2019.0,9744.0,https://anaconda.org/conda-forge/rebound,2023-08-24 18:51:39.500,308887.0,3.0,233.0,,,,,,,,,,,,,,,,
+198,shiv,linkedin/shiv,packaging,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",,https://github.com/linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2023-09-07 00:07:40.000,2022-11-04 03:21:51,205.0,,83.0,29.0,114.0,39.0,76.0,1619.0,2022-11-02 23:26:19.000,1.0.3,18.0,39.0,22,True,,shiv,,,,,https://pypi.org/project/shiv,,,21962.0,21973.0,,,,3.0,590.0,,,,,,,,,,,,,,,,
+199,pyflow,David-OConnor/pyflow,dependency-managers,An installation and dependency system for Python.,,https://github.com/David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2023-03-07 21:30:59.000,2022-03-11 18:31:51,368.0,,45.0,24.0,55.0,63.0,72.0,1287.0,2021-07-02 13:17:04.000,0.3.1,26.0,28.0,22,False,,pyflow,,,43.0,42.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,1.0,167.0,292.0,,,,3.0,6163.0,,,,,,,,,,,,,,,,
+200,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 15:30:06.000,2023-09-06 00:26:02.432,2023-09-03 16:50:32,132.0,9.0,34.0,11.0,89.0,11.0,39.0,821.0,2023-09-03 16:53:31.000,0.12.2,18.0,12.0,22,True,,python-devtools,conda-forge/python-devtools,,1580.0,1580.0,https://pypi.org/project/python-devtools,,,356.0,956.0,https://anaconda.org/conda-forge/python-devtools,2023-09-06 00:26:02.432,17423.0,3.0,,,,,,,,,,,,,,,,,
+201,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 18:03:16.000,2023-06-16 19:26:54.897,2023-04-26 09:11:54,1074.0,,43.0,15.0,21.0,41.0,54.0,749.0,2023-04-26 10:15:04.184,3.6.1,53.0,9.0,22,True,,hunter,conda-forge/hunter,,171.0,149.0,https://pypi.org/project/hunter,2023-04-26 10:15:04.184,22.0,8353.0,10242.0,https://anaconda.org/conda-forge/hunter,2023-06-16 19:26:54.897,49115.0,3.0,,,,,,,,,,,,,,,,,
+202,mkdocs-pdf-export-plugin,zhaoterryy/mkdocs-pdf-export-plugin,documentation,An MkDocs plugin to export content pages as PDF files.,,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2023-07-28 19:56:59.000,2021-10-05 01:31:10,72.0,,42.0,19.0,32.0,41.0,46.0,289.0,2020-07-23 01:35:39.000,0.5.8,5.0,11.0,22,False,,mkdocs-pdf-export-plugin,,['mkdocs'],492.0,492.0,https://pypi.org/project/mkdocs-pdf-export-plugin,,,17949.0,17949.0,,,,3.0,,,,,,,,,,,,,,,,,
+203,mkdocs-with-pdf,orzih/mkdocs-with-pdf,documentation,Generate a single PDF file from MkDocs repository.,,https://github.com/orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2023-06-08 09:34:08.000,2021-10-14 20:29:54,188.0,,65.0,10.0,50.0,54.0,44.0,255.0,2021-07-03 02:09:02.000,0.9.3,27.0,6.0,22,False,,mkdocs-with-pdf,,['mkdocs'],375.0,375.0,https://pypi.org/project/mkdocs-with-pdf,,,21541.0,21541.0,,,,3.0,,,,,,,,,,,,,,,,,
+204,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 01:59:02.000,2023-08-04 22:44:46.000,2023-08-04 22:44:45,831.0,4.0,10.0,5.0,101.0,19.0,26.0,190.0,2023-01-30 01:24:01.118,1.1.1,67.0,9.0,22,True,,xdoctest,conda-forge/xdoctest,,101.0,,https://pypi.org/project/xdoctest,2023-01-30 01:24:01.118,101.0,121620.0,125559.0,https://anaconda.org/conda-forge/xdoctest,2023-06-16 19:18:12.043,169382.0,3.0,,,,,,,,,,,,,,,,,conda-forge/xdoctest
+205,sphinx-markdown-builder,clayrisser/sphinx-markdown-builder,documentation,DISCONTINUED: sphinx builder that outputs markdown files. The active version of this project is now being maintained..,,https://github.com/clayrisser/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2023-08-13 05:31:31.000,2023-06-24 21:25:38,106.0,2.0,46.0,7.0,27.0,,39.0,164.0,2023-08-13 05:31:31.000,0.6.5,29.0,20.0,22,True,,sphinx-markdown-builder,,['sphinx'],804.0,725.0,https://pypi.org/project/sphinx-markdown-builder,2023-08-13 05:31:31.000,79.0,55333.0,55333.0,,,,3.0,,,,,,,,,,,,,,,,,
+206,mkdocs-print-site-plugin,timvink/mkdocs-print-site-plugin,documentation,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",,https://github.com/timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2023-09-03 22:00:34.000,2023-08-28 07:27:52,227.0,7.0,14.0,3.0,10.0,8.0,71.0,87.0,2023-08-28 07:29:57.000,2.3.6,41.0,5.0,22,True,,mkdocs-print-site-plugin,,['mkdocs'],241.0,235.0,https://pypi.org/project/mkdocs-print-site-plugin,2023-08-28 07:29:57.000,6.0,15400.0,15400.0,,,,3.0,,,,,,,,,,,,,,,,,
+207,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,,197.0,70.0,56.0,27.0,46.0,4429.0,2018-01-16 16:25:41.000,0.2.1,2.0,17.0,21,True,,better-exceptions,,,,,https://pypi.org/project/better-exceptions,,,122932.0,122932.0,,,,3.0,,,,,,,,,,,,,,,,,
+208,Profiling,what-studio/profiling,profiling,Was an interactive continuous Python profiler.,,https://github.com/what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2021-12-15 15:24:47.133,2020-08-24 01:31:58,433.0,,120.0,75.0,25.0,17.0,20.0,2991.0,2017-06-28 06:10:16.000,0.1.3,4.0,18.0,21,False,,profiling,,,69.0,63.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000,6.0,2579.0,2579.0,,,,3.0,,,,,,,,,,,,,,,,,
+209,pyrasite,lmacken/pyrasite,debugging,Inject code into running Python processes.,,https://github.com/lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2023-03-03 17:07:08.000,2023-03-03 17:07:08,349.0,,198.0,60.0,44.0,40.0,16.0,2724.0,,,,23.0,21,True,,pyrasite,,,49.0,49.0,https://pypi.org/project/pyrasite,,,28771.0,28771.0,,,,3.0,,,,,,,,,,,,,,,,,
+210,sixpack,sixpack/sixpack,testing,Sixpack is a language-agnostic a/b-testing framework.,,https://github.com/sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2022-08-21 18:43:32.000,2020-08-26 00:32:16,828.0,,185.0,71.0,170.0,88.0,128.0,1756.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,21,False,,sixpack,,,15.0,11.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,42.0,42.0,,,,3.0,,,,,,,,,,,,,,,,,
+211,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2023-09-05 21:11:14.000,2023-09-05 21:07:28,100.0,3.0,55.0,43.0,22.0,8.0,25.0,1552.0,2020-12-02 20:41:20.000,20.12.2,3.0,41.0,21,True,,xar,,,28.0,28.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,534.0,534.0,,,,3.0,,,,,,,,,,,,,,,,,
+212,pyannotate,dropbox/pyannotate,refactoring,Auto-generate PEP-484 annotations.,,https://github.com/dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2022-07-03 08:24:17.000,2021-10-12 20:53:49,95.0,,62.0,28.0,63.0,34.0,33.0,1396.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,21,False,,pyannotate,,,153.0,123.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,30.0,3331.0,3331.0,,,,3.0,,,,,,,,,,,,,,,,,
+213,snoop,alexmojaki/snoop,debugging,"A powerful set of Python debugging tools, based on PySnooper.",,https://github.com/alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2023-06-16 19:27:40.699,2022-12-22 13:48:56,431.0,,33.0,20.0,16.0,22.0,28.0,948.0,2022-12-22 13:51:11.775,0.4.3,14.0,22.0,21,True,,snoop,conda-forge/snoop,,23.0,,https://pypi.org/project/snoop,2021-11-11 16:57:18.000,23.0,38462.0,38649.0,https://anaconda.org/conda-forge/snoop,2023-06-16 19:27:40.699,4303.0,3.0,,,,,,,,,,,,,,,,,
+214,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,,2019-03-11 13:16:35.000,2023-06-11 01:13:27.000,2023-01-27 11:02:15,1077.0,,80.0,21.0,33.0,17.0,133.0,637.0,2022-11-05 16:32:25.000,0.13.0.0,17.0,17.0,21,False,,py2exe,,,1836.0,1836.0,https://pypi.org/project/py2exe,,,14017.0,14282.0,,,,3.0,14315.0,,,,,,,,,,,,,,,,
+215,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 15:48:10.000,2023-09-04 21:34:32.000,2023-08-29 16:07:16,581.0,22.0,27.0,5.0,512.0,7.0,53.0,534.0,,,8.0,20.0,21,True,,pytest-randomly,conda-forge/pytest-randomly,,,,https://pypi.org/project/pytest-randomly,,,1185284.0,1191839.0,https://anaconda.org/conda-forge/pytest-randomly,2023-08-15 20:36:31.270,150766.0,3.0,,,,,,,,,,,,,,,,,
+216,python-manhole,ionelmc/python-manhole,debugging,Debugging manhole for python applications.,,https://github.com/ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2023-06-16 19:26:54.777,2022-12-17 09:19:54,492.0,,23.0,10.0,44.0,7.0,15.0,356.0,2021-04-08 20:14:54.000,1.8.0,23.0,11.0,21,True,,manhole,conda-forge/manhole,,295.0,258.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000,37.0,38144.0,38814.0,https://anaconda.org/conda-forge/manhole,2023-06-16 19:26:54.777,17443.0,3.0,,,,,,,,,,,,,,,,,
+217,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 03:56:37.000,2023-06-16 16:08:54.259,2023-04-28 19:12:18,591.0,,35.0,7.0,27.0,28.0,46.0,173.0,,,5.0,10.0,21,True,,releases,conda-forge/sphinx-releases,['sphinx'],585.0,585.0,https://pypi.org/project/releases,,,17933.0,18707.0,https://anaconda.org/conda-forge/sphinx-releases,2023-06-16 16:08:54.259,49543.0,3.0,,,,,,,,,,,,,,,,,
+218,dlint,dlint-py/dlint,security,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,,https://github.com/dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2023-06-16 19:27:52.099,2023-04-10 19:27:15,234.0,,16.0,2.0,16.0,24.0,21.0,157.0,2023-04-10 19:35:00.918,0.14.1,17.0,16.0,21,True,,dlint,conda-forge/dlint,,51.0,,https://pypi.org/project/dlint,2022-08-09 19:17:19.574,51.0,130230.0,130392.0,https://anaconda.org/conda-forge/dlint,2023-06-16 19:27:52.099,3568.0,3.0,,,,,,,,,,,,,,,,,
+219,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 00:31:46.000,2023-09-06 01:59:38.000,2023-06-11 00:08:52,155.0,1.0,32.0,8.0,33.0,6.0,24.0,152.0,2021-07-27 09:00:22.000,0.4.8,18.0,10.0,21,True,,lazydocs,,,191.0,169.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000,22.0,5704.0,5704.0,,,,3.0,,,,,,,,,,,,,,,,,
+220,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'],16129.0,16129.0,https://pypi.org/project/flake8-commas,,,453093.0,453093.0,,,,3.0,,,,,,,,,,,,,,,,,
+221,dodgy,landscapeio/dodgy,security,Looks at Python code to search for things which look dodgy such as passwords or diffs.,,https://github.com/landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2023-06-16 13:16:51.618,2021-03-21 11:36:52,70.0,,20.0,6.0,14.0,11.0,3.0,114.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,21,False,,dodgy,conda-forge/dodgy,,2803.0,2517.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,286.0,475008.0,475887.0,https://anaconda.org/conda-forge/dodgy,2023-06-16 13:16:51.618,74748.0,3.0,,,,,,,,,,,,,,,,,
+222,heartrate,alexmojaki/heartrate,profiling,Simple real time visualisation of the execution of a Python program.,,https://github.com/alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000,2023-06-16 19:26:36.247,2021-11-13 14:58:04,27.0,,123.0,34.0,4.0,5.0,4.0,1648.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,20,False,,heartrate,conda-forge/heartrate,,55.0,52.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000,3.0,1016.0,1118.0,https://anaconda.org/conda-forge/heartrate,2023-06-16 19:26:36.247,2775.0,3.0,,,,,,,,,,,,,,,,,
+223,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,,74.0,42.0,48.0,20.0,34.0,1578.0,2022-05-18 12:08:29.000,0.9.4,39.0,10.0,20,False,,birdseye,,,4.0,,https://pypi.org/project/birdseye,2022-05-18 12:08:29.000,4.0,1166.0,1166.0,,,,3.0,,,,,,,,,,,,,,,,,
+224,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,,72.0,17.0,42.0,30.0,32.0,847.0,,,,20.0,20,True,,portray,,,806.0,806.0,https://pypi.org/project/portray,,,13000.0,13000.0,,,,3.0,,,,,,,,,,,,,,,,,
+225,pytest-plugins,man-group/pytest-plugins,testing,A grab-bag of nifty pytest plugins.,,https://github.com/man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2023-08-30 11:53:48.000,2022-11-03 10:04:57,807.0,,75.0,24.0,116.0,48.0,58.0,518.0,,,4.0,62.0,20,True,,pytest-virtualenv,conda-forge/pytest-shutil,,,,https://pypi.org/project/pytest-virtualenv,,,49902.0,50681.0,https://anaconda.org/conda-forge/pytest-shutil,2023-06-16 16:13:53.097,48303.0,3.0,,,,,,,,,,,,,,,,,
+226,unimport,hakancelik96/unimport,refactoring,The ultimate linter and formatter for removing unused import statements in your code.,,https://github.com/hakancelikdev/unimport,https://github.com/hakancelikdev/unimport,MIT,2019-09-08 09:49:24.000,2023-07-07 11:13:17.000,2023-07-07 10:58:24,475.0,2.0,21.0,5.0,177.0,10.0,99.0,233.0,2023-07-07 11:10:02.502,1.0.0,53.0,15.0,20,True,hakancelikdev/unimport,unimport,,,3.0,,https://pypi.org/project/unimport,2022-01-29 20:05:35.000,3.0,13752.0,13752.0,,,,3.0,,,,,,,,,,,,,,,,,
+227,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 14:28:51.025,2022-08-29 13:45:55,70.0,,26.0,6.0,17.0,11.0,16.0,107.0,2022-08-29 14:28:51.025,4.1.1,13.0,12.0,20,False,,flake8-bandit,,['flake8'],176.0,,https://pypi.org/project/flake8-bandit,2022-08-29 14:28:51.025,176.0,500059.0,500059.0,,,,3.0,,,,,,,,,,,,,,,,,
+228,unify,myint/unify,refactoring,Modifies strings to all use the same quote where possible.,,https://github.com/myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2023-06-16 19:26:39.293,2019-08-07 13:44:00,69.0,,15.0,7.0,10.0,10.0,3.0,88.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,20,False,,unify,conda-forge/unify,,1273.0,1215.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,58.0,88642.0,88699.0,https://anaconda.org/conda-forge/unify,2023-06-16 19:26:39.293,1555.0,3.0,,,,,,,,,,,,,,,,,
+229,pylint-flask,jschaf/pylint-flask,linters,A Pylint plugin to analyze Flask applications.,,https://github.com/jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2023-06-16 13:25:29.031,2022-07-19 20:45:38,40.0,,9.0,3.0,8.0,8.0,6.0,62.0,,,5.0,7.0,20,False,,pylint-flask,conda-forge/pylint-flask,['pylint'],7932.0,7577.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,355.0,1569571.0,1570810.0,https://anaconda.org/conda-forge/pylint-flask,2023-06-16 13:25:29.031,105329.0,3.0,,,,,,,,,,,,,,,,,
+230,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,,2014-03-30 19:11:21.000,2022-11-04 09:45:28.000,2022-04-21 14:15:55,556.0,,115.0,33.0,90.0,26.0,143.0,850.0,,,,30.0,19,False,,pynsist,,,199.0,199.0,https://pypi.org/project/pynsist,,,1538.0,1538.0,,,,3.0,,,,,,,,,,,,,,,,,
+231,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 01:38:07.332,2023-06-16 13:24:36.177,2019-10-30 17:50:10,279.0,,61.0,1.0,,,,432.0,,,13.0,10.0,19,False,,assertpy,conda-forge/assertpy,,108.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,108.0,407145.0,407462.0,https://anaconda.org/conda-forge/assertpy,2023-06-16 13:24:36.177,22254.0,3.0,,,,,,,,,,,,,,,,,
+232,pytest-docker,avast/pytest-docker,testing,Docker-based integration tests.,,https://github.com/avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2023-09-01 07:51:04.000,2023-09-01 07:48:02,73.0,2.0,56.0,8.0,54.0,9.0,34.0,350.0,2023-09-01 07:51:04.000,2.0.1,13.0,18.0,19,True,,pytest-docker,,['pytest'],,,https://pypi.org/project/pytest-docker,,,139961.0,139964.0,,,,3.0,132.0,,,,,,,,,,,,,,,,
+233,flakehell,life4/flakehell,linters,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",,https://github.com/life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40,368.0,,47.0,5.0,68.0,4.0,,233.0,2021-01-11 18:41:10.489,0.9.0,28.0,16.0,19,False,,flakehell,,['flake8'],18.0,,https://pypi.org/project/flakehell,2021-01-11 18:41:10.489,18.0,23217.0,23218.0,,,,3.0,71.0,,,,,,,,,,,,,,,,
+234,flake8-mypy,ambv/flake8-mypy,linters,A plugin for flake8 integrating Mypy.,,https://github.com/ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00,50.0,,15.0,5.0,13.0,19.0,3.0,103.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,19,False,,flake8-mypy,,['flake8'],1744.0,1621.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,123.0,39865.0,39865.0,,,,3.0,,,,,,,,,,,,,,,,,
+235,pyformat,myint/pyformat,formatters,Formats Python code to follow a consistent style.,,https://github.com/myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2021-10-29 14:54:42.000,2019-05-24 17:17:56,199.0,,9.0,8.0,6.0,4.0,3.0,94.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,19,False,,pyformat,,,1840.0,1814.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,26.0,25778.0,25778.0,,,,3.0,,,,,,,,,,,,,,,,,
+236,mkdocs-git-revision-date-plugin,zhaoterryy/mkdocs-git-revision-date-plugin,documentation,MkDocs plugin for setting revision date from git per markdown file.,,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2023-03-28 19:19:30.000,2022-03-08 14:42:57,26.0,,9.0,5.0,9.0,4.0,9.0,54.0,2022-03-08 14:43:59.000,0.3.2,2.0,7.0,19,False,,mkdocs-git-revision-date-plugin,,['mkdocs'],1536.0,1536.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,,,38328.0,38328.0,,,,3.0,,,,,,,,,,,,,,,,,
+237,PrettyErrors,onelivesleft/PrettyErrors,logging,Prettify Python exception output to make it legible.,,https://github.com/onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2023-06-16 19:23:41.476,2021-11-24 14:32:14,130.0,,82.0,30.0,10.0,7.0,38.0,2667.0,,,8.0,5.0,18,False,,pretty_errors,conda-forge/pretty_errors,,,,https://pypi.org/project/pretty_errors,,,29290.0,29668.0,https://anaconda.org/conda-forge/pretty_errors,2023-06-16 19:23:41.476,12880.0,3.0,,,,,,,,,,,,,,,,,
+238,fake2db,emirozer/fake2db,testing,create custom test databases that are populated with fake data.,,https://github.com/emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2021-12-15 15:44:18.935,2019-11-25 09:19:00,242.0,,120.0,68.0,29.0,7.0,15.0,2192.0,2021-12-15 15:44:45.608,0.1.0,23.0,18.0,18,False,,fake2db,,,24.0,23.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000,1.0,207.0,207.0,,,,3.0,,,,,,,,,,,,,,,,,
+239,vex,sashahart/vex,virtual-envs,Run a command in the named virtualenv.,,https://github.com/sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-10-30 20:12:27.000,2019-05-10 19:18:48,200.0,,24.0,14.0,24.0,2.0,40.0,372.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,18,False,,vex,,,39.0,29.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,10.0,735.0,735.0,,,,3.0,,,,,,,,,,,,,,,,,
+240,bellybutton,hchasestevens/bellybutton,linters,Custom Python linting through AST expressions.,,https://github.com/hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2023-07-27 15:15:12.000,2023-07-27 15:12:07,35.0,2.0,15.0,6.0,23.0,11.0,6.0,260.0,2023-07-27 15:15:12.000,0.3.2,12.0,6.0,18,True,,bellybutton,,,41.0,40.0,https://pypi.org/project/bellybutton,2023-07-27 15:15:12.000,1.0,13533.0,13533.0,,,,3.0,,,,,,,,,,,,,,,,,
+241,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 16:59:41.000,2023-08-30 16:46:38.000,2023-03-30 10:45:48,131.0,,18.0,5.0,68.0,47.0,71.0,161.0,2022-07-28 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,,,300725.0,301717.0,https://anaconda.org/conda-forge/flake8-simplify,2023-06-16 19:23:52.988,32748.0,3.0,,,,,,,,,,,,,,,,,
+242,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 01:59:13.000,2023-09-07 00:17:30.000,2023-09-02 02:22:46,776.0,34.0,16.0,7.0,19.0,4.0,60.0,107.0,2023-06-27 01:14:03.000,12.1.0,38.0,16.0,18,True,,pip-run,,,,,https://pypi.org/project/pip-run,,,5302.0,5302.0,,,,3.0,,,,,,,,,,,,,,,,,
+243,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2023-07-04 11:25:43.000,2021-09-18 20:16:24,55.0,,42.0,13.0,8.0,6.0,9.0,772.0,,,,5.0,17,False,,py-heat,,,56.0,56.0,https://pypi.org/project/py-heat,,,1602.0,1602.0,,,,3.0,,,,,,,,,,,,,,,,,
+244,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'],61.0,61.0,https://pypi.org/project/mkdocs-versioning,,,2903.0,2903.0,,,,3.0,,,,,,,,,,,,,,,,,
+245,reloadium,reloadware/reloadium,debugging,"Hot Reloading, Profiling and AI debugging for Python.",,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2023-08-16 12:13:55.000,2023-08-16 12:13:55,49.0,2.0,47.0,25.0,25.0,13.0,99.0,2500.0,,,,3.0,16,True,,reloadium,,,,,https://pypi.org/project/reloadium,,,2180.0,2180.0,,,,3.0,,,,,,,,,,,,,,,,,
+246,dh-virtualenv,spotify/dh-virtualenv,virtual-envs,Python virtualenvs in Debian packages.,,https://github.com/spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2023-05-18 15:24:11.000,2023-01-03 15:31:24,422.0,,175.0,42.0,154.0,32.0,172.0,1572.0,,,,60.0,16,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
+247,tbvaccine,skorokithakis/tbvaccine,logging,A small utility to pretty-print Python tracebacks.,,https://github.com/skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44,80.0,,12.0,6.0,18.0,7.0,13.0,365.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,16,False,,tbvaccine,,,11.0,11.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,1341.0,1341.0,,,,3.0,,,,,,,,,,,,,,,,,
+248,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2023-06-17 04:37:59.000,2023-06-17 04:37:59,400.0,1.0,36.0,9.0,68.0,20.0,26.0,222.0,2022-02-20 06:09:19.000,2.0.0,10.0,17.0,16,True,,imhotep,,,17.0,11.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,6.0,68.0,68.0,,,,3.0,,,,,,,,,,,,,,,,,
+249,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,,,116.0,116.0,https://pypi.org/project/pynt,,,10654.0,10654.0,,,,3.0,,,,,,,,,,,,,,,,,
+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,,12.0,6.0,7.0,6.0,12.0,118.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,16,False,,pep8ify,,,65.0,46.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,19.0,213.0,213.0,,,,3.0,,,,,,,,,,,,,,,,,
+251,pyenv-installer,pyenv/pyenv-installer,virtual-envs,This tool is used to install `pyenv` and friends.,,https://github.com/pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2023-06-10 12:37:58.000,2023-06-10 12:37:58,149.0,1.0,399.0,74.0,60.0,6.0,73.0,3705.0,,,,39.0,15,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
+252,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,,2010-11-11 09:43:52.000,2023-06-16 13:19:05.560,2023-04-16 21:21:14,535.0,,78.0,13.0,85.0,39.0,93.0,455.0,,,1.0,46.0,15,False,,paver,conda-forge/paver,,,,https://pypi.org/project/paver,,,46390.0,46728.0,https://anaconda.org/conda-forge/paver,2023-06-16 13:19:05.560,27773.0,3.0,,,,,,,,,,,,,,,,,
+253,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,,20.0,6.0,6.0,15.0,2.0,318.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,15,False,,pycycle,,,86.0,77.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,9.0,2719.0,2719.0,,,,3.0,,,,,,,,,,,,,,,,,
+254,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2023-06-16 19:27:52.015,2023-03-08 16:15:03,84.0,,4.0,10.0,2.0,5.0,12.0,205.0,2023-03-08 16:22:18.671,1.1.0,10.0,3.0,15,True,,cohesion,conda-forge/cohesion,,11.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,11.0,7236.0,7317.0,https://anaconda.org/conda-forge/cohesion,2023-06-16 19:27:52.015,1796.0,3.0,,,,,,,,,,,,,,,,,
+255,com2ann,ilevkivskyi/com2ann,refactoring,Tool for translation type comments to type annotations in Python.,,https://github.com/ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2023-08-29 08:53:47.000,2023-08-29 08:53:43,44.0,3.0,11.0,7.0,31.0,7.0,21.0,134.0,2021-08-21 09:01:26.000,0.3.0,3.0,7.0,15,True,,com2ann,,,49.0,47.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000,2.0,,,,,,3.0,,,,,,,,,,,,,,,,,
+256,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,,15.0,6.0,7.0,3.0,5.0,110.0,2020-12-23 02:19:02.000,0.69.1,15.0,8.0,15,False,,massedit,,,7.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000,7.0,1988.0,1988.0,,,,3.0,23.0,,,,,,,,,,,,,,,,
+257,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 22:43:09.000,2023-08-28 08:57:18.000,2023-08-28 08:55:28,538.0,6.0,17.0,2.0,203.0,10.0,32.0,77.0,,,,14.0,15,True,,autoimport,,,112.0,112.0,https://pypi.org/project/autoimport,,,3212.0,3212.0,,,,3.0,,,,,,,,,,,,,,,,,
+258,pytest-play,pytest-dev/pytest-play,testing,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,,https://github.com/pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28,382.0,,4.0,9.0,62.0,4.0,25.0,68.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,15,False,,pytest-play,,['pytest'],10.0,,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,10.0,92.0,92.0,,,,3.0,,,,,,,,,,,,,,,,,
+259,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-09-06 18:14:00.000,2023-01-30 07:50:18,198.0,,5.0,2.0,139.0,1.0,11.0,14.0,2023-01-30 07:57:23.000,3.2.0,29.0,4.0,15,False,,yala,,"['flake8', 'pylint']",60.0,50.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000,10.0,790.0,790.0,,,,3.0,,,,,,,,,,,,,,,,,
+260,retype,ambv/retype,refactoring,Re-apply type annotations from .pyi stubs to your codebase.,,https://github.com/ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2023-06-16 16:07:40.909,2022-08-14 07:12:06,109.0,,19.0,6.0,28.0,,15.0,134.0,2022-08-14 07:10:00.969,22.8.0,12.0,9.0,14,False,,retype,conda-forge/retype,,19.0,,https://pypi.org/project/retype,2021-12-29 00:30:49.000,19.0,444.0,794.0,https://anaconda.org/conda-forge/retype,2023-06-16 16:07:40.909,23854.0,3.0,,,,,,,,,,,,,,,,,
+261,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2022-11-09 08:14:25.000,2022-09-15 18:19:20,395.0,,7.0,5.0,34.0,,3.0,19.0,2021-11-17 16:59:34.000,0.6.18,40.0,5.0,14,True,,universal-build,,,19.0,12.0,https://pypi.org/project/universal-build,2021-11-16 23:08:45.000,7.0,215.0,215.0,,,,3.0,19.0,,,,,,,,,,,,,,,,
+262,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,,67.0,19.0,75.0,34.0,30.0,560.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,13,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
+263,livepython,agermanidis/livepython,profiling,Visually trace Python code in real-time.,,https://github.com/agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000,2019-01-22 17:39:55.000,2017-11-14 21:27:52,20.0,,169.0,78.0,4.0,11.0,15.0,2541.0,,,,3.0,12,False,,,,,2.0,2.0,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
+264,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2023-06-23 23:37:25.000,2022-12-13 04:09:02,54.0,,21.0,20.0,61.0,8.0,1.0,183.0,2018-12-12 19:47:05.000,0.7.0,10.0,18.0,12,True,,linty-fresh,,"['flake8', 'mypy']",,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,47.0,47.0,,,,3.0,,,,,,,,,,,,,,,,,
+265,freshenv,raiyanyahya/freshenv,virtual-envs,"Provision, share, manage local and cloud developer environments.",,https://github.com/raiyanyahya/freshenv,https://github.com/raiyanyahya/freshenv,MPL-2.0,2021-12-19 21:38:32.000,2023-03-03 20:00:09.000,2022-11-06 20:48:39,188.0,,3.0,2.0,166.0,2.0,3.0,168.0,2022-11-06 21:28:09.190,3.0.2,43.0,3.0,12,True,,freshenv,raiyanyahya/freshenv,,,,https://pypi.org/project/freshenv,2022-11-06 21:28:09.190,,118.0,118.0,https://anaconda.org/raiyanyahya/freshenv,,,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,,18.0,5.0,21.0,7.0,10.0,133.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,12,False,,pipenv-pipes,,,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,60.0,60.0,,,,3.0,,,,,,,,,,,,,,,,,
+267,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2023-06-06 05:02:28.000,2023-06-06 05:02:21,291.0,,2.0,3.0,6.0,6.0,,34.0,2023-04-17 06:15:39.465,0.1.7,19.0,2.0,11,False,,pyship,,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000,,53.0,53.0,,,,3.0,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index 207c7d4..1ed5729 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,19 +2,19 @@
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
-- numpydoc (🥈35 · ⭐ 24K · 📈) - Numpys Sphinx extensions. BSD-3 BSD-3
-- pympler (🥉26 · ⭐ 1.1K · 💀) - Development tool to measure, monitor and analyze the memory.. Apache-2
-- green (🥉26 · ⭐ 770 · 📈) - Green is a clean, colorful, fast python test runner. MIT
-- dlint (🥉22 · ⭐ 160 · 📈) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
+- pytest-xdist (🥇36 · ⭐ 1.2K · 📈) - pytest plugin for distributed testing and loop-on-.. MIT Apache-2
+- factory_boy (🥈32 · ⭐ 3.2K · 📈) - A test fixtures replacement for Python. MIT
+- hacking (🥈28 · ⭐ 230 · 📈) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 BSD-3
## 📉 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 (🥉25 · ⭐ 4.3K · 📉) - A static type analyzer for Python code. ❗Unlicensed
-- line_profiler (🥉23 · ⭐ 2K · 📉) - Line-by-line profiling for Python. ❗Unlicensed
-- buildout (🥉22 · ⭐ 560 · 💤) - Buildout is a deployment automation tool written in and.. ❗Unlicensed
-- hacking (🥉20 · ⭐ 230 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 BSD-3
+- flake8 (🥇37 · ⭐ 3K · 📉) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle;.. ❗Unlicensed
+- pycodestyle (🥈31 · ⭐ 4.9K · 📉) - Simple Python style checker in one Python file. ❗Unlicensed
+- parso (🥈28 · ⭐ 560 · 📉) - A Python Parser. ❗Unlicensed
+- numpydoc (🥈28 · ⭐ 250 · 📉) - Numpys Sphinx extensions. ❗Unlicensed ❗Unlicensed