diff --git a/README.md b/README.md
index 9258aea..3128f11 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
-This curated list contains 250 awesome open-source projects with a total of 590K stars grouped into 15 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
+This curated list contains 250 awesome open-source projects with a total of 600K stars grouped into 15 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python-dev/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python-dev/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python-dev/edit/main/projects.yaml). Contributions are very welcome!
---
@@ -34,17 +34,17 @@ This curated list contains 250 awesome open-source projects with a total of 590K
- [Linters & Style Checkers](#linters--style-checkers) _42 projects_
- [Code Formatters](#code-formatters) _6 projects_
- [Code Refactoring](#code-refactoring) _18 projects_
-- [Code Security](#code-security) _7 projects_
+- [Code Security](#code-security) _8 projects_
- [Virtual Environments](#virtual-environments) _8 projects_
- [Dependency & Package Mangers](#dependency--package-mangers) _10 projects_
- [Code Metrics & Complexity](#code-metrics--complexity) _6 projects_
-- [Logging](#logging) _19 projects_
-- [Documentation](#documentation) _25 projects_
+- [Logging](#logging) _21 projects_
+- [Documentation](#documentation) _26 projects_
- [Debugging Tools](#debugging-tools) _13 projects_
- [Testing Tools](#testing-tools) _43 projects_
-- [Code Packaging](#code-packaging) _15 projects_
+- [Code Packaging](#code-packaging) _16 projects_
- [Build Tools](#build-tools) _14 projects_
-- [System Monitoring & Profiling](#system-monitoring--profiling) _15 projects_
+- [System Monitoring & Profiling](#system-monitoring--profiling) _17 projects_
- [AST Tools](#ast-tools) _5 projects_
- [Others](#others) _1 projects_
@@ -77,12 +77,12 @@ This curated list contains 250 awesome open-source projects with a total of 590K
mypy (π₯36 Β· β 11K) - Optional static typing for Python 3 and 2 (PEP 484). MIT
-- [GitHub](https://github.com/python/mypy) (π¨βπ» 470 Β· π 1.8K Β· π¦ 37K Β· π 6.5K - 27% open Β· β±οΈ 24.06.2021):
+- [GitHub](https://github.com/python/mypy) (π¨βπ» 480 Β· π 1.8K Β· π¦ 37K Β· π 6.5K - 27% open Β· β±οΈ 01.07.2021):
```
git clone https://github.com/python/mypy
```
-- [PyPi](https://pypi.org/project/mypy) (π₯ 7M / month Β· π¦ 6.1K Β· β±οΈ 22.06.2021):
+- [PyPi](https://pypi.org/project/mypy) (π₯ 7.4M / month Β· π¦ 6.1K Β· β±οΈ 22.06.2021):
```
pip install mypy
```
@@ -93,7 +93,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
flake8 (π₯36 Β· β 1.3K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
-- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 160 Β· π 180 Β· π¦ 170K Β· π 1.3K - 2% open Β· β±οΈ 22.06.2021):
+- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 160 Β· π 180 Β· π¦ 180K Β· π 1.3K - 2% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/PyCQA/flake8
@@ -109,7 +109,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pycodestyle (π₯34 Β· β 4.3K) - Simple Python style checker in one Python file. βοΈSaxpath
-- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 120 Β· π 600 Β· π¦ 140K Β· π 640 - 17% open Β· β±οΈ 06.05.2021):
+- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 120 Β· π 600 Β· π¦ 150K Β· π 650 - 17% open Β· β±οΈ 06.05.2021):
```
git clone https://github.com/PyCQA/pycodestyle
@@ -118,30 +118,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install pycodestyle
```
-- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 2.7M Β· β±οΈ 15.03.2021):
+- [Conda](https://anaconda.org/conda-forge/pycodestyle) (π₯ 2.8M Β· β±οΈ 15.03.2021):
```
conda install -c conda-forge pycodestyle
```
pylint (π₯34 Β· β 3.4K) - It's not just a linter that annoys you!. βοΈGPL-2.0
-
-- [GitHub](https://github.com/PyCQA/pylint) (π¨βπ» 390 Β· π 720 Β· π 3.5K - 20% open Β· β±οΈ 23.06.2021):
-
- ```
- git clone https://github.com/PyCQA/pylint
- ```
-- [PyPi](https://pypi.org/project/pylint) (π₯ 12M / month Β· π¦ 38K Β· β±οΈ 17.06.2021):
- ```
- pip install pylint
- ```
-- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 1.9M Β· β±οΈ 14.06.2021):
- ```
- conda install -c conda-forge pylint
- ```
-pyflakes (π₯32 Β· β 1K) - A simple program which checks Python source files for errors. MIT
-- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 77 Β· π 140 Β· π¦ 91K Β· π 420 - 18% open Β· β±οΈ 28.05.2021):
+- [GitHub](https://github.com/PyCQA/pyflakes) (π¨βπ» 77 Β· π 140 Β· π¦ 92K Β· π 420 - 18% open Β· β±οΈ 28.05.2021):
```
git clone https://github.com/PyCQA/pyflakes
@@ -155,7 +139,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge pyflakes
```
parso (π₯32 Β· β 410) - A Python Parser. MIT
+parso (π₯32 Β· β 420) - A Python Parser. MIT
- [GitHub](https://github.com/davidhalter/parso) (π¨βπ» 40 Β· π 68 Β· π¦ 130K Β· π 100 - 8% open Β· β±οΈ 30.05.2021):
@@ -166,11 +150,27 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install parso
```
-- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 4.2M Β· β±οΈ 31.03.2021):
+- [Conda](https://anaconda.org/conda-forge/parso) (π₯ 4.3M Β· β±οΈ 31.03.2021):
```
conda install -c conda-forge parso
```
pylint (π₯31 Β· β 3.4K Β· π) - It's not just a linter that annoys you!. βοΈGPL-2.0
+
+- [GitHub](https://github.com/PyCQA/pylint) (π¨βπ» 390 Β· π 720 Β· π 3.5K - 20% open Β· β±οΈ 01.07.2021):
+
+ ```
+ git clone https://github.com/PyCQA/pylint
+ ```
+- [PyPi](https://pypi.org/project/pylint) (π₯ 13M / month Β· π¦ 38K Β· β±οΈ 01.07.2021):
+ ```
+ pip install pylint
+ ```
+- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 2M Β· β±οΈ 01.07.2021):
+ ```
+ conda install -c conda-forge pylint
+ ```
+pydocstyle (π₯30 Β· β 780) - docstring style checker. MIT
- [GitHub](https://github.com/PyCQA/pydocstyle) (π¨βπ» 72 Β· π 150 Β· π₯ 51 Β· π¦ 17K Β· π 270 - 27% open Β· β±οΈ 17.05.2021):
@@ -178,18 +178,18 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/PyCQA/pydocstyle
```
-- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 2.2M / month Β· π¦ 3.9K Β· β±οΈ 17.05.2021):
+- [PyPi](https://pypi.org/project/pydocstyle) (π₯ 2.1M / month Β· π¦ 3.9K Β· β±οΈ 17.05.2021):
```
pip install pydocstyle
```
-- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 370K Β· β±οΈ 18.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pydocstyle) (π₯ 380K Β· β±οΈ 18.05.2021):
```
conda install -c conda-forge pydocstyle
```
pyre-check (π₯29 Β· β 5.4K) - Performant type-checking for python. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 160 Β· π 320 Β· π 260 - 24% open Β· β±οΈ 24.06.2021):
+- [GitHub](https://github.com/facebook/pyre-check) (π¨βπ» 160 Β· π 320 Β· π 260 - 24% open Β· β±οΈ 30.06.2021):
```
git clone https://github.com/facebook/pyre-check
@@ -201,19 +201,19 @@ This curated list contains 250 awesome open-source projects with a total of 590K
wemake-python-styleguide (π₯29 Β· β 1.5K) - The strictest and most opinionated python linter ever!. MIT
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 140 Β· π 280 Β· π¦ 390 Β· π 950 - 8% open Β· β±οΈ 24.06.2021):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 140 Β· π 280 Β· π¦ 410 Β· π 950 - 8% open Β· β±οΈ 01.07.2021):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 77K / month Β· π¦ 14 Β· β±οΈ 21.06.2021):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 75K / month Β· π¦ 14 Β· β±οΈ 21.06.2021):
```
pip install wemake-python-styleguide
```
flake8-bugbear (π₯29 Β· β 550) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
+flake8-bugbear (π₯29 Β· β 560) - A plugin for Flake8 finding likely bugs and design problems.. MIT
-- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 37 Β· π 42 Β· π¦ 3.9K Β· π 91 - 41% open Β· β±οΈ 01.04.2021):
+- [GitHub](https://github.com/PyCQA/flake8-bugbear) (π¨βπ» 37 Β· π 42 Β· π¦ 4K Β· π 92 - 42% open Β· β±οΈ 01.04.2021):
```
git clone https://github.com/PyCQA/flake8-bugbear
@@ -222,7 +222,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install flake8-bugbear
```
-- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 320K Β· β±οΈ 02.04.2021):
+- [Conda](https://anaconda.org/conda-forge/flake8-bugbear) (π₯ 330K Β· β±οΈ 02.04.2021):
```
conda install -c conda-forge flake8-bugbear
```
@@ -241,7 +241,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pytype (π₯28 Β· β 3.3K) - A static type analyzer for Python code. Apache-2
-- [GitHub](https://github.com/google/pytype) (π¨βπ» 63 Β· π 190 Β· π 420 - 23% open Β· β±οΈ 23.06.2021):
+- [GitHub](https://github.com/google/pytype) (π¨βπ» 63 Β· π 190 Β· π 430 - 23% open Β· β±οΈ 24.06.2021):
```
git clone https://github.com/google/pytype
@@ -250,12 +250,24 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install pytype
```
-- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 50K Β· β±οΈ 13.10.2020):
+- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 51K Β· β±οΈ 13.10.2020):
```
conda install -c conda-forge pytype
```
pylint-django (π₯28 Β· β 470) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0 
+coala (π₯27 Β· β 3.2K) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
+
+- [GitHub](https://github.com/coala/coala) (π¨βπ» 480 Β· π 1.4K Β· π₯ 140 Β· π¦ 10 Β· π 3.2K - 26% open Β· β±οΈ 16.05.2021):
+
+ ```
+ git clone https://github.com/coala/coala
+ ```
+- [PyPi](https://pypi.org/project/coala-bears) (π₯ 4.1K / month Β· π¦ 210 Β· β±οΈ 10.11.2017):
+ ```
+ pip install coala-bears
+ ```
+pylint-django (π₯27 Β· β 470) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0
- [GitHub](https://github.com/PyCQA/pylint-django) (π¨βπ» 58 Β· π 100 Β· π₯ 180 Β· π¦ 14K Β· π 180 - 15% open Β· β±οΈ 26.04.2021):
@@ -266,26 +278,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install pylint-django
```
-- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 80K Β· β±οΈ 12.01.2021):
+- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 81K Β· β±οΈ 12.01.2021):
```
conda install -c conda-forge pylint-django
```
coala (π₯27 Β· β 3.2K) - coala provides a unified command-line interface for linting and.. βοΈAGPL-3.0
-
-- [GitHub](https://github.com/coala/coala) (π¨βπ» 480 Β· π 1.4K Β· π₯ 140 Β· π¦ 10 Β· π 3.2K - 26% open Β· β±οΈ 16.05.2021):
-
- ```
- git clone https://github.com/coala/coala
- ```
-- [PyPi](https://pypi.org/project/coala-bears) (π₯ 3.2K / month Β· π¦ 210 Β· β±οΈ 10.11.2017):
- ```
- pip install coala-bears
- ```
-darglint (π₯26 Β· β 320) - A python documentation linter which checks that the docstring description.. MIT
-- [GitHub](https://github.com/terrencepreilly/darglint) (π¨βπ» 21 Β· π 26 Β· π¦ 510 Β· π 130 - 28% open Β· β±οΈ 04.04.2021):
+- [GitHub](https://github.com/terrencepreilly/darglint) (π¨βπ» 21 Β· π 26 Β· π¦ 560 Β· π 130 - 28% open Β· β±οΈ 04.04.2021):
```
git clone https://github.com/terrencepreilly/darglint
@@ -294,26 +294,38 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install darglint
```
-- [Conda](https://anaconda.org/conda-forge/darglint) (π₯ 13K Β· β±οΈ 05.04.2021):
+- [Conda](https://anaconda.org/conda-forge/darglint) (π₯ 14K Β· β±οΈ 05.04.2021):
```
conda install -c conda-forge darglint
```
pyright (π₯25 Β· β 6.8K) - Static type checker for Python. MIT
+pyright (π₯25 Β· β 6.9K) - Static type checker for Python. MIT
-- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 57 Β· π 340 Β· π¦ 88 Β· π 1.7K - 0% open Β· β±οΈ 24.06.2021):
+- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 57 Β· π 340 Β· π¦ 90 Β· π 1.7K - 0% open Β· β±οΈ 01.07.2021):
```
git clone https://github.com/Microsoft/pyright
```
-- [NPM](https://www.npmjs.com/package/pyright) (π₯ 89K / month Β· π¦ 4 Β· β±οΈ 23.06.2021):
+- [NPM](https://www.npmjs.com/package/pyright) (π₯ 93K / month Β· π¦ 4 Β· β±οΈ 01.07.2021):
```
npm install pyright
```
mypy-protobuf (π₯25 Β· β 360 Β· π) - open source tools to generate mypy stubs from protobufs. Apache-2
+
+- [GitHub](https://github.com/dropbox/mypy-protobuf) (π¨βπ» 27 Β· π 56 Β· π¦ 250 Β· π 73 - 19% open Β· β±οΈ 24.06.2021):
+
+ ```
+ git clone https://github.com/dropbox/mypy-protobuf
+ ```
+- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 460K / month Β· π¦ 24 Β· β±οΈ 24.06.2021):
+ ```
+ pip install mypy-protobuf
+ ```
+check-manifest (π₯25 Β· β 230) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
-- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 19 Β· π 30 Β· π¦ 5.5K Β· π 86 - 17% open Β· β±οΈ 13.06.2021):
+- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 19 Β· π 30 Β· π¦ 5.7K Β· π 86 - 17% open Β· β±οΈ 13.06.2021):
```
git clone https://github.com/mgedmin/check-manifest
@@ -322,7 +334,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install check-manifest
```
-- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 28K Β· β±οΈ 04.01.2021):
+- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 29K Β· β±οΈ 04.01.2021):
```
conda install -c conda-forge check-manifest
```
@@ -350,7 +362,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/PyCQA/flake8-import-order
```
-- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 380K / month Β· π¦ 1.9K Β· β±οΈ 04.03.2019):
+- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 360K / month Β· π¦ 1.9K Β· β±οΈ 04.03.2019):
```
pip install flake8-import-order
```
@@ -359,18 +371,6 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge flake8-import-order
```
mypy-protobuf (π₯23 Β· β 360) - open source tools to generate mypy stubs from protobufs. Apache-2
-
-- [GitHub](https://github.com/dropbox/mypy-protobuf) (π¨βπ» 27 Β· π 54 Β· π¦ 240 Β· π 72 - 18% open Β· β±οΈ 25.02.2021):
-
- ```
- git clone https://github.com/dropbox/mypy-protobuf
- ```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 410K / month Β· π¦ 24 Β· β±οΈ 04.02.2021):
- ```
- pip install mypy-protobuf
- ```
-flake8-comprehensions (π₯23 Β· β 280) - A flake8 plugin to help you write better.. MIT
- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 10 Β· π 13 Β· π 37 - 18% open Β· β±οΈ 22.06.2021):
@@ -394,26 +394,26 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/wemake-services/flake8-eradicate
```
-- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 210K / month Β· π¦ 72 Β· β±οΈ 22.06.2021):
+- [PyPi](https://pypi.org/project/flake8-eradicate) (π₯ 200K / month Β· π¦ 72 Β· β±οΈ 22.06.2021):
```
pip install flake8-eradicate
```
data-science-types (π₯23 Β· β 180) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
-- [GitHub](https://github.com/predictive-analytics-lab/data-science-types) (π¨βπ» 44 Β· π 57 Β· π¦ 84 Β· π 62 - 62% open Β· β±οΈ 16.02.2021):
+- [GitHub](https://github.com/predictive-analytics-lab/data-science-types) (π¨βπ» 44 Β· π 57 Β· π¦ 87 Β· π 62 - 62% open Β· β±οΈ 16.02.2021):
```
git clone https://github.com/predictive-analytics-lab/data-science-types
```
-- [PyPi](https://pypi.org/project/data-science-types) (π₯ 18K / month Β· β±οΈ 16.02.2021):
+- [PyPi](https://pypi.org/project/data-science-types) (π₯ 23K / month Β· β±οΈ 16.02.2021):
```
pip install data-science-types
```
flake8-black (π₯22 Β· β 89) - flake8 plugin to run black for checking Python coding style. MIT
+flake8-black (π₯22 Β· β 90) - flake8 plugin to run black for checking Python coding style. MIT
-- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 4 Β· π 7 Β· π¦ 820 Β· π 18 - 22% open Β· β±οΈ 15.04.2021):
+- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 4 Β· π 7 Β· π¦ 880 Β· π 18 - 22% open Β· β±οΈ 15.04.2021):
```
git clone https://github.com/peterjc/flake8-black
@@ -427,7 +427,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge flake8-black
```
flake8-builtins (π₯22 Β· β 67) - Check for python builtins being used as variables or.. βοΈGPL-2.0
+flake8-builtins (π₯21 Β· β 67) - Check for python builtins being used as variables or.. βοΈGPL-2.0
- [GitHub](https://github.com/gforcada/flake8-builtins) (π¨βπ» 14 Β· π 16 Β· π¦ 2.2K Β· π 33 - 6% open Β· β±οΈ 14.04.2021):
@@ -445,29 +445,17 @@ This curated list contains 250 awesome open-source projects with a total of 590K
Fixit (π₯20 Β· β 240) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT
-- [GitHub](https://github.com/Instagram/Fixit) (π¨βπ» 25 Β· π 37 Β· π¦ 6 Β· π 59 - 57% open Β· β±οΈ 02.06.2021):
+- [GitHub](https://github.com/Instagram/Fixit) (π¨βπ» 25 Β· π 37 Β· π¦ 7 Β· π 59 - 57% open Β· β±οΈ 02.06.2021):
```
git clone https://github.com/Instagram/Fixit
```
-- [PyPi](https://pypi.org/project/fixit) (π₯ 2.1K / month Β· β±οΈ 11.12.2020):
+- [PyPi](https://pypi.org/project/fixit) (π₯ 2.2K / month Β· β±οΈ 11.12.2020):
```
pip install fixit
```
flake8-mypy (π₯20 Β· β 100 Β· π€) - A plugin for flake8 integrating Mypy. MIT
-
-- [GitHub](https://github.com/ambv/flake8-mypy) (π¨βπ» 8 Β· π 15 Β· π¦ 700 Β· π 22 - 86% open Β· β±οΈ 19.06.2020):
-
- ```
- git clone https://github.com/ambv/flake8-mypy
- ```
-- [PyPi](https://pypi.org/project/flake8-mypy) (π₯ 38K / month Β· π¦ 200 Β· β±οΈ 31.08.2017):
- ```
- pip install flake8-mypy
- ```
-pylint-flask (π₯20 Β· β 57) - A Pylint plugin to analyze Flask applications. βοΈGPL-2.0
+pylint-flask (π₯20 Β· β 58) - A Pylint plugin to analyze Flask applications. βοΈGPL-2.0
- [GitHub](https://github.com/jschaf/pylint-flask) (π¨βπ» 7 Β· π 9 Β· π¦ 5.1K Β· π 9 - 44% open Β· β±οΈ 10.03.2021):
@@ -483,26 +471,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge pylint-flask
```
flakehell (π₯19 Β· β 220) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
-
-- [GitHub](https://github.com/life4/flakehell) (π¨βπ» 15 Β· π 33 Β· π₯ 50 Β· β±οΈ 11.01.2021):
-
- ```
- git clone https://github.com/life4/flakehell
- ```
-- [PyPi](https://pypi.org/project/flakehell) (π₯ 41K / month Β· β±οΈ 11.01.2021):
- ```
- pip install flakehell
- ```
-nitpick (π₯19 Β· β 160) - Enforce the same settings on multiple projects. MIT
-- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 10 Β· π 9 Β· π₯ 3 Β· π 84 - 36% open Β· β±οΈ 12.06.2021):
+- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 10 Β· π 9 Β· π₯ 3 Β· π 84 - 36% open Β· β±οΈ 26.06.2021):
```
git clone https://github.com/andreoliwa/nitpick
```
-- [PyPi](https://pypi.org/project/nitpick) (π₯ 9.8K / month Β· β±οΈ 16.03.2021):
+- [PyPi](https://pypi.org/project/nitpick) (π₯ 9.6K / month Β· β±οΈ 16.03.2021):
```
pip install nitpick
```
@@ -514,11 +490,23 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/tylerwince/flake8-bandit
```
-- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 220K / month Β· π¦ 160 Β· β±οΈ 08.10.2019):
+- [PyPi](https://pypi.org/project/flake8-bandit) (π₯ 210K / month Β· π¦ 160 Β· β±οΈ 08.10.2019):
```
pip install flake8-bandit
```
flakehell (π₯18 Β· β 220) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
+
+- [GitHub](https://github.com/life4/flakehell) (π¨βπ» 15 Β· π 33 Β· π₯ 50 Β· β±οΈ 11.01.2021):
+
+ ```
+ git clone https://github.com/life4/flakehell
+ ```
+- [PyPi](https://pypi.org/project/flakehell) (π₯ 42K / month Β· β±οΈ 11.01.2021):
+ ```
+ pip install flakehell
+ ```
+pandas-vet (π₯18 Β· β 93) - A plugin for Flake8 that checks pandas code. MIT
- [GitHub](https://github.com/deppen8/pandas-vet) (π¨βπ» 10 Β· π 14 Β· π₯ 33 Β· π¦ 44 Β· π 49 - 42% open Β· β±οΈ 03.03.2021):
@@ -526,7 +514,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/deppen8/pandas-vet
```
-- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 4.5K / month Β· β±οΈ 01.02.2020):
+- [PyPi](https://pypi.org/project/pandas-vet) (π₯ 4.9K / month Β· β±οΈ 01.02.2020):
```
pip install pandas-vet
```
@@ -535,30 +523,30 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge pandas-vet
```
beartype (π₯17 Β· β 280) - Unbearably fast O(1) runtime type-checking in pure Python. MIT
+beartype (π₯17 Β· β 300) - Unbearably fast O(1) runtime type-checking in pure Python. MIT
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 4 Β· π 6 Β· π 25 - 12% open Β· β±οΈ 21.06.2021):
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 5 Β· π 7 Β· π 28 - 14% open Β· β±οΈ 30.06.2021):
```
git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 9.8K / month Β· β±οΈ 25.05.2021):
+- [PyPi](https://pypi.org/project/beartype) (π₯ 9.4K / month Β· β±οΈ 30.06.2021):
```
pip install beartype
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 4.6K Β· β±οΈ 25.05.2021):
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 4.7K Β· β±οΈ 30.06.2021):
```
conda install -c conda-forge beartype
```
bellybutton (π₯16 Β· β 210 Β· π€) - Custom Python linting through AST expressions. MIT
+bellybutton (π₯16 Β· β 220 Β· π€) - Custom Python linting through AST expressions. MIT
-- [GitHub](https://github.com/hchasestevens/bellybutton) (π¨βπ» 4 Β· π 7 Β· π¦ 4 Β· π 13 - 53% open Β· β±οΈ 27.11.2020):
+- [GitHub](https://github.com/hchasestevens/bellybutton) (π¨βπ» 4 Β· π 8 Β· π¦ 4 Β· π 13 - 53% open Β· β±οΈ 27.11.2020):
```
git clone https://github.com/hchasestevens/bellybutton
```
-- [PyPi](https://pypi.org/project/bellybutton) (π₯ 5.4K / month Β· β±οΈ 27.11.2020):
+- [PyPi](https://pypi.org/project/bellybutton) (π₯ 5.5K / month Β· β±οΈ 27.11.2020):
```
pip install bellybutton
```
@@ -570,17 +558,18 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/lyft/linty_fresh
```
-- [PyPi](https://pypi.org/project/linty-fresh) (π₯ 51 / month Β· β±οΈ 12.12.2018):
+- [PyPi](https://pypi.org/project/linty-fresh) (π₯ 54 / month Β· β±οΈ 12.12.2018):
```
pip install linty-fresh
```
Show 7 hidden projects...
+Show 8 hidden projects...
-- pep8-naming (π₯27 Β· β 300) - Naming Convention checker for Python. βοΈSaxpath
-- pylama (π₯25 Β· β 780 Β· π) - Code audit tool for python. βοΈLGPL-3.0
+- pep8-naming (π₯27 Β· β 310) - Naming Convention checker for Python. βοΈSaxpath
- flake8-quotes (π₯25 Β· β 130 Β· π) - Flake8 extension for checking quotes in python. MIT βοΈLGPL-3.0
- flake8-commas (π₯22 Β· β 120 Β· π) - Flake8 extension for enforcing trailing commas in python. MIT MIT MIT
- pycycle (π₯17 Β· β 290 Β· π) - Tool for pinpointing circular imports in Python. Find cyclic imports.. MIT
- yala (π₯17 Β· β 11) - Yet Another Linter Aggregator. MIT 
-autopep8 (π₯34 Β· β 3.8K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
+black (π₯33 Β· β 21K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 50 Β· π 240 Β· π¦ 80K Β· π 420 - 20% open Β· β±οΈ 30.04.2021):
-
- ```
- git clone https://github.com/hhatto/autopep8
- ```
-- [PyPi](https://pypi.org/project/autopep8) (π₯ 2.1M / month Β· π¦ 10K Β· β±οΈ 30.04.2021):
- ```
- pip install autopep8
- ```
-- [Conda](https://anaconda.org/conda-forge/autopep8) (π₯ 480K Β· β±οΈ 30.04.2021):
- ```
- conda install -c conda-forge autopep8
- ```
-black (π₯33 Β· β 21K) - The uncompromising Python code formatter. MIT
-
-- [GitHub](https://github.com/psf/black) (π¨βπ» 260 Β· π 1.4K Β· π₯ 14K Β· π¦ 64K Β· π 1.6K - 18% open Β· β±οΈ 23.06.2021):
+- [GitHub](https://github.com/psf/black) (π¨βπ» 260 Β· π 1.4K Β· π₯ 14K Β· π¦ 65K Β· π 1.6K - 18% open Β· β±οΈ 23.06.2021):
```
git clone https://github.com/psf/black
```
-- [PyPi](https://pypi.org/project/black) (π₯ 7.6M / month Β· π¦ 6.2K Β· β±οΈ 10.06.2021):
+- [PyPi](https://pypi.org/project/black) (π₯ 7.8M / month Β· π¦ 6.2K Β· β±οΈ 10.06.2021):
```
pip install black
```
@@ -623,14 +596,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge black
```
isort (π₯33 Β· β 4K) - A Python utility / library to sort imports. MIT
+isort (π₯33 Β· β 4K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 240 Β· π 410 Β· π¦ 180K Β· π 970 - 2% open Β· β±οΈ 24.06.2021):
+- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 240 Β· π 410 Β· π¦ 180K Β· π 970 - 2% open Β· β±οΈ 01.07.2021):
```
git clone https://github.com/PyCQA/isort
```
-- [PyPi](https://pypi.org/project/isort) (π₯ 17M / month Β· π¦ 24K Β· β±οΈ 21.06.2021):
+- [PyPi](https://pypi.org/project/isort) (π₯ 18M / month Β· π¦ 24K Β· β±οΈ 21.06.2021):
```
pip install isort
```
@@ -639,6 +612,22 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge isort
```
autopep8 (π₯33 Β· β 3.8K Β· π) - A tool that automatically formats Python code to conform to the PEP.. MIT
+
+- [GitHub](https://github.com/hhatto/autopep8) (π¨βπ» 50 Β· π 240 Β· π¦ 81K Β· π 420 - 20% open Β· β±οΈ 30.04.2021):
+
+ ```
+ git clone https://github.com/hhatto/autopep8
+ ```
+- [PyPi](https://pypi.org/project/autopep8) (π₯ 2.2M / month Β· π¦ 10K Β· β±οΈ 30.04.2021):
+ ```
+ pip install autopep8
+ ```
+- [Conda](https://anaconda.org/conda-forge/autopep8) (π₯ 480K Β· β±οΈ 30.04.2021):
+ ```
+ conda install -c conda-forge autopep8
+ ```
+yapf (π₯30 Β· β 12K) - A formatter for Python files. Apache-2
- [GitHub](https://github.com/google/yapf) (π¨βπ» 130 Β· π 790 Β· π¦ 21K Β· π 690 - 45% open Β· β±οΈ 30.05.2021):
@@ -646,23 +635,23 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/google/yapf
```
-- [PyPi](https://pypi.org/project/yapf) (π₯ 1.7M / month Β· π¦ 3.4K Β· β±οΈ 23.04.2020):
+- [PyPi](https://pypi.org/project/yapf) (π₯ 1.8M / month Β· π¦ 3.4K Β· β±οΈ 23.04.2020):
```
pip install yapf
```
-- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 680K Β· β±οΈ 19.04.2021):
+- [Conda](https://anaconda.org/conda-forge/yapf) (π₯ 690K Β· β±οΈ 19.04.2021):
```
conda install -c conda-forge yapf
```
docformatter (π₯24 Β· β 220) - Formats docstrings to follow PEP 257. MIT
+docformatter (π₯24 Β· β 220 Β· π€) - Formats docstrings to follow PEP 257. MIT
- [GitHub](https://github.com/myint/docformatter) (π¨βπ» 15 Β· π 31 Β· π¦ 640 Β· π 49 - 55% open Β· β±οΈ 27.12.2020):
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (π₯ 64K / month Β· π¦ 110 Β· β±οΈ 27.12.2020):
+- [PyPi](https://pypi.org/project/docformatter) (π₯ 63K / month Β· π¦ 110 Β· β±οΈ 27.12.2020):
```
pip install docformatter
```
@@ -684,23 +673,23 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/davidhalter/jedi
```
-- [PyPi](https://pypi.org/project/jedi) (π₯ 13M / month Β· π¦ 16K Β· β±οΈ 25.12.2020):
+- [PyPi](https://pypi.org/project/jedi) (π₯ 14M / month Β· π¦ 16K Β· β±οΈ 25.12.2020):
```
pip install jedi
```
-- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 5.2M Β· β±οΈ 14.01.2021):
+- [Conda](https://anaconda.org/conda-forge/jedi) (π₯ 5.3M Β· β±οΈ 29.06.2021):
```
conda install -c conda-forge jedi
```
rope (π₯30 Β· β 1.1K) - a python refactoring library. βοΈLGPL-3.0
-- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 63 Β· π 140 Β· π¦ 29K Β· π 190 - 37% open Β· β±οΈ 20.05.2021):
+- [GitHub](https://github.com/python-rope/rope) (π¨βπ» 63 Β· π 140 Β· π¦ 30K Β· π 190 - 37% open Β· β±οΈ 20.05.2021):
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (π₯ 440K / month Β· π¦ 2.9K Β· β±οΈ 07.10.2020):
+- [PyPi](https://pypi.org/project/rope) (π₯ 450K / month Β· π¦ 2.9K Β· β±οΈ 07.10.2020):
```
pip install rope
```
@@ -709,9 +698,9 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge rope
```
vulture (π₯27 Β· β 1.8K) - Find dead Python code. MIT
+vulture (π₯26 Β· β 1.8K) - Find dead Python code. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 28 Β· π 81 Β· π¦ 980 Β· π 150 - 8% open Β· β±οΈ 04.06.2021):
+- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 28 Β· π 81 Β· π¦ 990 Β· π 150 - 8% open Β· β±οΈ 04.06.2021):
```
git clone https://github.com/jendrikseipp/vulture
@@ -725,14 +714,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge vulture
```
autoflake (π₯26 Β· β 400) - Removes unused imports and unused variables as reported by pyflakes. MIT
+autoflake (π₯26 Β· β 400 Β· π€) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/myint/autoflake) (π¨βπ» 17 Β· π 44 Β· π¦ 2.3K Β· π 66 - 50% open Β· β±οΈ 27.12.2020):
+- [GitHub](https://github.com/myint/autoflake) (π¨βπ» 17 Β· π 45 Β· π¦ 2.4K Β· π 66 - 50% open Β· β±οΈ 27.12.2020):
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (π₯ 770K / month Β· π¦ 580 Β· β±οΈ 04.08.2019):
+- [PyPi](https://pypi.org/project/autoflake) (π₯ 740K / month Β· π¦ 580 Β· β±οΈ 04.08.2019):
```
pip install autoflake
```
@@ -748,7 +737,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/monkeytype) (π₯ 40K / month Β· π¦ 34 Β· β±οΈ 21.05.2021):
+- [PyPi](https://pypi.org/project/monkeytype) (π₯ 41K / month Β· π¦ 34 Β· β±οΈ 21.05.2021):
```
pip install monkeytype
```
@@ -759,16 +748,16 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pyupgrade (π₯23 Β· β 1K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
-- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 18 Β· π 68 Β· π 200 - 7% open Β· β±οΈ 22.06.2021):
+- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 18 Β· π 68 Β· π 200 - 7% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/asottile/pyupgrade
```
-- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 150K / month Β· π¦ 10 Β· β±οΈ 11.06.2021):
+- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 140K / month Β· π¦ 10 Β· β±οΈ 11.06.2021):
```
pip install pyupgrade
```
-- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 220K Β· β±οΈ 11.06.2021):
+- [Conda](https://anaconda.org/conda-forge/pyupgrade) (π₯ 230K Β· β±οΈ 11.06.2021):
```
conda install -c conda-forge pyupgrade
```
@@ -780,18 +769,18 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/facebookincubator/Bowler
```
-- [PyPi](https://pypi.org/project/bowler) (π₯ 34K / month Β· π¦ 10 Β· β±οΈ 17.09.2020):
+- [PyPi](https://pypi.org/project/bowler) (π₯ 32K / month Β· π¦ 10 Β· β±οΈ 17.09.2020):
```
pip install bowler
```
-- [Conda](https://anaconda.org/conda-forge/bowler) (π₯ 9.8K Β· β±οΈ 12.06.2019):
+- [Conda](https://anaconda.org/conda-forge/bowler) (π₯ 9.9K Β· β±οΈ 12.06.2019):
```
conda install -c conda-forge bowler
```
pyannotate (π₯21 Β· β 1.2K) - Auto-generate PEP-484 annotations. Apache-2
+pyannotate (π₯20 Β· β 1.2K) - Auto-generate PEP-484 annotations. Apache-2
-- [GitHub](https://github.com/dropbox/pyannotate) (π¨βπ» 16 Β· π 45 Β· π¦ 62 Β· π 59 - 44% open Β· β±οΈ 19.03.2021):
+- [GitHub](https://github.com/dropbox/pyannotate) (π¨βπ» 16 Β· π 46 Β· π¦ 62 Β· π 59 - 44% open Β· β±οΈ 19.03.2021):
```
git clone https://github.com/dropbox/pyannotate
@@ -801,38 +790,38 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pip install pyannotate
```
add-trailing-comma (π₯21 Β· β 180) - A tool (and pre-commit hook) to automatically add trailing.. MIT
+add-trailing-comma (π₯20 Β· β 180) - A tool (and pre-commit hook) to automatically add trailing.. MIT
-- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 9 Β· π 13 Β· π 35 - 2% open Β· β±οΈ 22.06.2021):
+- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 9 Β· π 13 Β· π 35 - 2% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/asottile/add-trailing-comma
```
-- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 9.7K / month Β· π¦ 14 Β· β±οΈ 24.01.2021):
+- [PyPi](https://pypi.org/project/add-trailing-comma) (π₯ 9.1K / month Β· π¦ 14 Β· β±οΈ 24.01.2021):
```
pip install add-trailing-comma
```
unimport (π₯18 Β· β 100) - A linter, formatter for finding and removing unused import statements. MIT
-- [GitHub](https://github.com/hakancelik96/unimport) (π¨βπ» 11 Β· π 15 Β· π¦ 8 Β· π 71 - 12% open Β· β±οΈ 08.05.2021):
+- [GitHub](https://github.com/hakancelik96/unimport) (π¨βπ» 11 Β· π 14 Β· π¦ 8 Β· π 71 - 12% open Β· β±οΈ 26.06.2021):
```
git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/unimport) (π₯ 3.4K / month Β· β±οΈ 10.03.2021):
+- [PyPi](https://pypi.org/project/unimport) (π₯ 4.2K / month Β· β±οΈ 26.06.2021):
```
pip install unimport
```
retype (π₯17 Β· β 100) - Re-apply type annotations from .pyi stubs to your codebase. MIT
-- [GitHub](https://github.com/ambv/retype) (π¨βπ» 8 Β· π 16 Β· π 14 - 64% open Β· β±οΈ 15.05.2021):
+- [GitHub](https://github.com/ambv/retype) (π¨βπ» 8 Β· π 16 Β· π 15 - 60% open Β· β±οΈ 15.05.2021):
```
git clone https://github.com/ambv/retype
```
-- [PyPi](https://pypi.org/project/retype) (π₯ 890 / month Β· π¦ 34 Β· β±οΈ 15.05.2021):
+- [PyPi](https://pypi.org/project/retype) (π₯ 1.1K / month Β· π¦ 34 Β· β±οΈ 15.05.2021):
```
pip install retype
```
@@ -841,14 +830,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge retype
```
massedit (π₯16 Β· β 91) - Programmatically edit text files with Python. Useful for source to source.. MIT
+massedit (π₯16 Β· β 91 Β· π€) - Programmatically edit text files with Python. Useful for source to.. MIT
- [GitHub](https://github.com/elmotec/massedit) (π¨βπ» 6 Β· π 14 Β· π₯ 15 Β· π 8 - 37% open Β· β±οΈ 23.12.2020):
```
git clone https://github.com/elmotec/massedit
```
-- [PyPi](https://pypi.org/project/massedit) (π₯ 940 / month Β· π¦ 10 Β· β±οΈ 23.12.2020):
+- [PyPi](https://pypi.org/project/massedit) (π₯ 910 / month Β· π¦ 10 Β· β±οΈ 23.12.2020):
```
pip install massedit
```
@@ -860,7 +849,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/ilevkivskyi/com2ann
```
-- [PyPi](https://pypi.org/project/com2ann) (π₯ 570 / month Β· β±οΈ 17.06.2019):
+- [PyPi](https://pypi.org/project/com2ann) (π₯ 370 / month Β· β±οΈ 17.06.2019):
```
pip install com2ann
```
@@ -869,8 +858,8 @@ This curated list contains 250 awesome open-source projects with a total of 590K
- redbaron (π₯23 Β· β 600 Β· π) - Bottom-up approach to refactoring in python. βοΈLGPL-3.0
- baron (π₯22 Β· β 260 Β· π) - IDE allow you to refactor code, Baron allows you to write.. βοΈLGPL-3.0
-- unify (π₯20 Β· β 55 Β· π) - Modifies strings to all use the same quote where possible. MIT
- eradicate (π₯19 Β· β 110 Β· π€) - Removes commented-out code from Python files. βοΈSaxpath
+- unify (π₯19 Β· β 55 Β· π) - Modifies strings to all use the same quote where possible. MIT
- pep8ify (π₯16 Β· β 110 Β· π) - A library that modifies python source code to conform to pep8. Apache-2
@@ -881,28 +870,40 @@ This curated list contains 250 awesome open-source projects with a total of 590K
bandit (π₯31 Β· β 3.3K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
-- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 130 Β· π 330 Β· π₯ 52 Β· π¦ 7K Β· π 530 - 31% open Β· β±οΈ 15.06.2021):
+- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 130 Β· π 330 Β· π₯ 54 Β· π¦ 7.1K Β· π 530 - 31% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (π₯ 1.5M / month Β· π¦ 2.4K Β· β±οΈ 13.12.2020):
+- [PyPi](https://pypi.org/project/bandit) (π₯ 1.6M / month Β· π¦ 2.4K Β· β±οΈ 13.12.2020):
```
pip install bandit
```
-- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 74K Β· β±οΈ 10.03.2021):
+- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 75K Β· β±οΈ 10.03.2021):
```
conda install -c conda-forge bandit
```
safety (π₯28 Β· β 1K) - Safety checks your installed dependencies for known security vulnerabilities. MIT
+sqlmap (π₯27 Β· β 20K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
-- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 35 Β· π 87 Β· π₯ 53K Β· π¦ 2K Β· π 110 - 39% open Β· β±οΈ 28.04.2021):
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 110 Β· π 4.4K Β· π 4.4K - 1% open Β· β±οΈ 24.06.2021):
+
+ ```
+ git clone https://github.com/sqlmapproject/sqlmap
+ ```
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 12K / month Β· π¦ 8 Β· β±οΈ 08.06.2021):
+ ```
+ pip install sqlmap
+ ```
+safety (π₯27 Β· β 1K) - Safety checks your installed dependencies for known security vulnerabilities. MIT
+
+- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 35 Β· π 87 Β· π₯ 54K Β· π¦ 2.1K Β· π 110 - 39% open Β· β±οΈ 28.04.2021):
```
git clone https://github.com/pyupio/safety
```
-- [PyPi](https://pypi.org/project/safety) (π₯ 570K / month Β· π¦ 540 Β· β±οΈ 15.01.2021):
+- [PyPi](https://pypi.org/project/safety) (π₯ 590K / month Β· π¦ 540 Β· β±οΈ 15.01.2021):
```
pip install safety
```
@@ -911,19 +912,19 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge safety
```
sqlmap (π₯27 Β· β 20K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
+detect-secrets (π₯26 Β· β 1.9K Β· β) - An enterprise friendly way of detecting and preventing.. Apache-2
-- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 110 Β· π 4.3K Β· π 4.3K - 1% open Β· β±οΈ 21.06.2021):
+- [GitHub](https://github.com/Yelp/detect-secrets) (π¨βπ» 49 Β· π 220 Β· π 220 - 34% open Β· β±οΈ 16.04.2021):
```
- git clone https://github.com/sqlmapproject/sqlmap
+ git clone https://github.com/Yelp/detect-secrets
```
-- [PyPi](https://pypi.org/project/sqlmap) (π₯ 13K / month Β· π¦ 8 Β· β±οΈ 08.06.2021):
+- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 160K / month Β· π¦ 34 Β· β±οΈ 14.04.2021):
```
- pip install sqlmap
+ pip install detect-secrets
```
dodgy (π₯21 Β· β 89) - Looks at Python code to search for things which look dodgy such as passwords.. MIT
+dodgy (π₯21 Β· β 90) - Looks at Python code to search for things which look dodgy such as passwords.. MIT
- [GitHub](https://github.com/landscapeio/dodgy) (π¨βπ» 14 Β· π 18 Β· π¦ 1.3K Β· π 11 - 72% open Β· β±οΈ 21.03.2021):
@@ -939,21 +940,21 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge dodgy
```
dlint (π₯19 Β· β 320) - Dlint is a tool for encouraging best coding practices and helping ensure.. BSD-3
+dlint (π₯19 Β· β 320 Β· π€) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
- [GitHub](https://github.com/dlint-py/dlint) (π¨βπ» 7 Β· π 13 Β· π 32 - 62% open Β· β±οΈ 08.12.2020):
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (π₯ 26K / month Β· π¦ 18 Β· β±οΈ 30.10.2020):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 27K / month Β· π¦ 18 Β· β±οΈ 30.10.2020):
```
pip install dlint
```
Show 2 hidden projects...
-- pyarmor (π₯25 Β· β 990) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
+- pyarmor (π₯24 Β· β 990) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
- pyt (π₯22 Β· β 2K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
@@ -962,14 +963,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
-pipenv (π₯37 Β· β 22K Β· π) - Python Development Workflow for Humans. MIT
+pipenv (π₯37 Β· β 22K) - Python Development Workflow for Humans. MIT
- [GitHub](https://github.com/pypa/pipenv) (π¨βπ» 380 Β· π 1.6K Β· π¦ 20K Β· π 3.4K - 15% open Β· β±οΈ 29.05.2021):
```
git clone https://github.com/pypa/pipenv
```
-- [PyPi](https://pypi.org/project/pipenv) (π₯ 3.5M / month Β· π¦ 2.3K Β· β±οΈ 29.05.2021):
+- [PyPi](https://pypi.org/project/pipenv) (π₯ 3.6M / month Β· π¦ 2.3K Β· β±οΈ 29.05.2021):
```
pip install pipenv
```
@@ -989,19 +990,19 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 950K Β· β±οΈ 24.05.2021):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 970K Β· β±οΈ 29.06.2021):
```
conda install -c conda-forge virtualenv
```
pyenv (π₯26 Β· β 24K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 330 Β· π 2.1K Β· π 1.3K - 2% open Β· β±οΈ 19.06.2021):
+- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 330 Β· π 2.1K Β· π 1.3K - 2% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/pyenv/pyenv
```
-- [PyPi](https://pypi.org/project/pyenv) (π₯ 6.7K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
+- [PyPi](https://pypi.org/project/pyenv) (π₯ 6.6K / month Β· π¦ 1 Β· β±οΈ 12.01.2019):
```
pip install pyenv
```
@@ -1022,7 +1023,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
git clone https://github.com/pyenv/pyenv-installer
```
dh-virtualenv (π₯15 Β· β 1.5K) - Python virtualenvs in Debian packages. βοΈGPL-2.0
+dh-virtualenv (π₯14 Β· β 1.5K) - Python virtualenvs in Debian packages. βοΈGPL-2.0
- [GitHub](https://github.com/spotify/dh-virtualenv) (π¨βπ» 56 Β· π 160 Β· π 180 - 14% open Β· β±οΈ 12.04.2021):
@@ -1043,44 +1044,44 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pip (π₯34 Β· β 7.2K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (π¨βπ» 620 Β· π 2.4K Β· π¦ 53K Β· π 5.8K - 17% open Β· β±οΈ 23.06.2021):
+- [GitHub](https://github.com/pypa/pip) (π¨βπ» 620 Β· π 2.4K Β· π¦ 53K Β· π 5.8K - 17% open Β· β±οΈ 30.06.2021):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (π₯ 86M / month Β· π¦ 19K Β· β±οΈ 23.05.2021):
+- [PyPi](https://pypi.org/project/pip) (π₯ 88M / month Β· π¦ 19K Β· β±οΈ 26.06.2021):
```
pip install pip
```
-- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 21M Β· β±οΈ 23.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pip) (π₯ 21M Β· β±οΈ 26.06.2021):
```
conda install -c conda-forge pip
```
poetry (π₯32 Β· β 15K) - Python dependency management and packaging made easy. MIT
+poetry (π₯32 Β· β 16K) - Python dependency management and packaging made easy. MIT
-- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 280 Β· π 1.2K Β· π₯ 6.9M Β· π 3.1K - 37% open Β· β±οΈ 23.06.2021):
+- [GitHub](https://github.com/python-poetry/poetry) (π¨βπ» 280 Β· π 1.2K Β· π₯ 7M Β· π 3.1K - 37% open Β· β±οΈ 27.06.2021):
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 2.5M / month Β· π¦ 64 Β· β±οΈ 21.05.2021):
+- [PyPi](https://pypi.org/project/poetry) (π₯ 2.6M / month Β· π¦ 64 Β· β±οΈ 25.06.2021):
```
pip install poetry
```
-- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 220K Β· β±οΈ 15.04.2021):
+- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 230K Β· β±οΈ 25.06.2021):
```
conda install -c conda-forge poetry
```
pip-tools (π₯32 Β· β 5K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
+pip-tools (π₯32 Β· β 5.1K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 150 Β· π 440 Β· π 730 - 15% open Β· β±οΈ 22.06.2021):
+- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 150 Β· π 440 Β· π 730 - 15% open Β· β±οΈ 01.07.2021):
```
git clone https://github.com/jazzband/pip-tools
```
-- [PyPi](https://pypi.org/project/pip-tools) (π₯ 2.5M / month Β· π¦ 3.3K Β· β±οΈ 22.06.2021):
+- [PyPi](https://pypi.org/project/pip-tools) (π₯ 2.6M / month Β· π¦ 3.3K Β· β±οΈ 22.06.2021):
```
pip install pip-tools
```
@@ -1091,23 +1092,23 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda (π₯32 Β· β 4.2K) - OS-agnostic, system-level binary package manager and ecosystem. BSD-3
-- [GitHub](https://github.com/conda/conda) (π¨βπ» 360 Β· π 1K Β· π 8.1K - 24% open Β· β±οΈ 23.06.2021):
+- [GitHub](https://github.com/conda/conda) (π¨βπ» 360 Β· π 1K Β· π 8K - 24% open Β· β±οΈ 30.06.2021):
```
git clone https://github.com/conda/conda
```
-- [PyPi](https://pypi.org/project/conda) (π₯ 58K / month Β· π¦ 2.1K Β· β±οΈ 22.04.2017):
+- [PyPi](https://pypi.org/project/conda) (π₯ 57K / month Β· π¦ 2.1K Β· β±οΈ 22.04.2017):
```
pip install conda
```
-- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 19M Β· β±οΈ 21.04.2021):
+- [Conda](https://anaconda.org/conda-forge/conda) (π₯ 19M Β· β±οΈ 30.06.2021):
```
conda install -c conda-forge conda
```
pipreqs (π₯29 Β· β 3.5K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
-- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 50 Β· π 220 Β· π¦ 5.6K Β· π 170 - 48% open Β· β±οΈ 05.05.2021):
+- [GitHub](https://github.com/bndr/pipreqs) (π¨βπ» 50 Β· π 220 Β· π¦ 5.7K Β· π 170 - 48% open Β· β±οΈ 05.05.2021):
```
git clone https://github.com/bndr/pipreqs
@@ -1121,24 +1122,24 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge pipreqs
```
mamba (π₯25 Β· β 1.7K) - The Fast Cross-Platform Package Manager. BSD-3
+mamba (π₯25 Β· β 1.8K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 51 Β· π 93 Β· π¦ 330 Β· π 490 - 30% open Β· β±οΈ 23.06.2021):
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 51 Β· π 94 Β· π¦ 330 Β· π 520 - 30% open Β· β±οΈ 30.06.2021):
```
git clone https://github.com/mamba-org/mamba
```
-- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 940K Β· β±οΈ 17.06.2021):
+- [Conda](https://anaconda.org/conda-forge/mamba) (π₯ 970K Β· β±οΈ 25.06.2021):
```
conda install -c conda-forge mamba
```
pipx (π₯24 Β· β 3.8K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 57 Β· π 160 Β· π 400 - 17% open Β· β±οΈ 16.06.2021):
+- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 57 Β· π 160 Β· π 400 - 18% open Β· β±οΈ 16.06.2021):
```
- git clone https://github.com/pipxproject/pipx
+ git clone https://github.com/pypa/pipx
```
- [PyPi](https://pypi.org/project/pipx) (π₯ 58K / month Β· π¦ 4 Β· β±οΈ 28.05.2021):
```
@@ -1147,36 +1148,36 @@ This curated list contains 250 awesome open-source projects with a total of 590K
dephell (π₯24 Β· β 1.7K) - Python project management. Manage packages: convert between formats,.. MIT
-- [GitHub](https://github.com/dephell/dephell) (π¨βπ» 37 Β· π 99 Β· π₯ 130 Β· π¦ 220 Β· π 260 - 38% open Β· β±οΈ 11.01.2021):
+- [GitHub](https://github.com/dephell/dephell) (π¨βπ» 37 Β· π 99 Β· π₯ 130 Β· π¦ 230 Β· π 260 - 38% open Β· β±οΈ 11.01.2021):
```
git clone https://github.com/dephell/dephell
```
-- [PyPi](https://pypi.org/project/dephell) (π₯ 20K / month Β· π¦ 8 Β· β±οΈ 28.04.2020):
+- [PyPi](https://pypi.org/project/dephell) (π₯ 19K / month Β· π¦ 8 Β· β±οΈ 28.04.2020):
```
pip install dephell
```
pyflow (π₯18 Β· β 810) - An installation and dependency system for Python. MIT
+pyflow (π₯18 Β· β 820) - An installation and dependency system for Python. MIT
-- [GitHub](https://github.com/David-OConnor/pyflow) (π¨βπ» 23 Β· π 30 Β· π₯ 3.2K Β· π 95 - 47% open Β· β±οΈ 23.06.2021):
+- [GitHub](https://github.com/David-OConnor/pyflow) (π¨βπ» 24 Β· π 30 Β· π₯ 3.2K Β· π 95 - 47% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/David-OConnor/pyflow
```
-- [PyPi](https://pypi.org/project/pyflow) (π₯ 240 / month Β· β±οΈ 29.05.2021):
+- [PyPi](https://pypi.org/project/pyflow) (π₯ 220 / month Β· β±οΈ 29.05.2021):
```
pip install pyflow
```
pip-run (π₯14 Β· β 60) - pip-run - dynamic dependency loader for Python. MIT
+pip-run (π₯15 Β· β 60) - pip-run - dynamic dependency loader for Python. MIT
-- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 9 Β· π 10 Β· π 41 - 9% open Β· β±οΈ 24.03.2021):
+- [GitHub](https://github.com/jaraco/pip-run) (π¨βπ» 10 Β· π 10 Β· π 39 - 5% open Β· β±οΈ 26.06.2021):
```
git clone https://github.com/jaraco/pip-run
```
-- [PyPi](https://pypi.org/project/pip-run) (π₯ 2.6K / month Β· β±οΈ 21.02.2021):
+- [PyPi](https://pypi.org/project/pip-run) (π₯ 3.8K / month Β· β±οΈ 26.06.2021):
```
pip install pip-run
```
@@ -1187,23 +1188,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
-mccabe (π₯29 Β· β 400) - McCabe complexity checker for Python. βοΈSaxpath
-
-- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 21 Β· π 40 Β· π¦ 200K Β· π 41 - 17% open Β· β±οΈ 02.04.2021):
-
- ```
- git clone https://github.com/PyCQA/mccabe
- ```
-- [PyPi](https://pypi.org/project/mccabe) (π₯ 20M / month Β· π¦ 31K Β· β±οΈ 26.01.2017):
- ```
- pip install mccabe
- ```
-- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 2.8M Β· β±οΈ 08.07.2018):
- ```
- conda install -c conda-forge mccabe
- ```
-radon (π₯28 Β· β 1.2K) - Various code metrics for Python code. MIT
+radon (π₯28 Β· β 1.2K) - Various code metrics for Python code. MIT
- [GitHub](https://github.com/rubik/radon) (π¨βπ» 47 Β· π 94 Β· π¦ 1.8K Β· π 150 - 12% open Β· β±οΈ 08.06.2021):
@@ -1214,19 +1199,35 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install radon
```
-- [Conda](https://anaconda.org/conda-forge/radon) (π₯ 30K Β· β±οΈ 18.09.2020):
+- [Conda](https://anaconda.org/conda-forge/radon) (π₯ 31K Β· β±οΈ 18.09.2020):
```
conda install -c conda-forge radon
```
prospector (π₯26 Β· β 1.4K Β· π€) - Inspects Python source files and provides information about.. βοΈGPL-2.0
+mccabe (π₯28 Β· β 400) - McCabe complexity checker for Python. βοΈSaxpath
+
+- [GitHub](https://github.com/PyCQA/mccabe) (π¨βπ» 21 Β· π 40 Β· π¦ 200K Β· π 41 - 17% open Β· β±οΈ 02.04.2021):
+
+ ```
+ git clone https://github.com/PyCQA/mccabe
+ ```
+- [PyPi](https://pypi.org/project/mccabe) (π₯ 21M / month Β· π¦ 31K Β· β±οΈ 26.01.2017):
+ ```
+ pip install mccabe
+ ```
+- [Conda](https://anaconda.org/conda-forge/mccabe) (π₯ 2.8M Β· β±οΈ 08.07.2018):
+ ```
+ conda install -c conda-forge mccabe
+ ```
+prospector (π₯27 Β· β 1.4K Β· π€) - Inspects Python source files and provides information about.. βοΈGPL-2.0
- [GitHub](https://github.com/PyCQA/prospector) (π¨βπ» 67 Β· π 130 Β· π¦ 2.3K Β· π 270 - 20% open Β· β±οΈ 21.10.2020):
```
git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/prospector) (π₯ 440K / month Β· π¦ 1.1K Β· β±οΈ 21.10.2020):
+- [PyPi](https://pypi.org/project/prospector) (π₯ 450K / month Β· π¦ 1.1K Β· β±οΈ 21.10.2020):
```
pip install prospector
```
@@ -1237,12 +1238,12 @@ This curated list contains 250 awesome open-source projects with a total of 590K
xenon (π₯23 Β· β 190) - Monitoring tool based on radon. MIT
-- [GitHub](https://github.com/rubik/xenon) (π¨βπ» 7 Β· π 13 Β· π¦ 210 Β· π 30 - 20% open Β· β±οΈ 26.05.2021):
+- [GitHub](https://github.com/rubik/xenon) (π¨βπ» 7 Β· π 13 Β· π¦ 220 Β· π 30 - 20% open Β· β±οΈ 26.05.2021):
```
git clone https://github.com/rubik/xenon
```
-- [PyPi](https://pypi.org/project/xenon) (π₯ 64K / month Β· π¦ 120 Β· β±οΈ 26.05.2021):
+- [PyPi](https://pypi.org/project/xenon) (π₯ 63K / month Β· π¦ 120 Β· β±οΈ 26.05.2021):
```
pip install xenon
```
@@ -1251,14 +1252,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge xenon
```
wily (π₯20 Β· β 770 Β· π) - A Python application for tracking, reporting on timing and complexity.. Apache-2
+wily (π₯20 Β· β 770) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
-- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 15 Β· π 45 Β· π 79 - 39% open Β· β±οΈ 02.03.2021):
+- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 16 Β· π 45 Β· π 80 - 35% open Β· β±οΈ 01.07.2021):
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (π₯ 7.2K / month Β· π¦ 16 Β· β±οΈ 02.09.2020):
+- [PyPi](https://pypi.org/project/wily) (π₯ 7.4K / month Β· π¦ 16 Β· β±οΈ 01.07.2021):
```
pip install wily
```
@@ -1273,25 +1274,29 @@ This curated list contains 250 awesome open-source projects with a total of 590K
-tqdm (π₯37 Β· β 19K Β· π) - A Fast, Extensible Progress Bar for Python and CLI. MIT
+tqdm (π₯37 Β· β 19K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 100 Β· π 950 Β· π₯ 7.9K Β· π¦ 180K Β· π 800 - 35% open Β· β±οΈ 12.06.2021):
+- [GitHub](https://github.com/tqdm/tqdm) (π¨βπ» 100 Β· π 950 Β· π₯ 7.9K Β· π¦ 190K Β· π 800 - 35% open Β· β±οΈ 12.06.2021):
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (π₯ 25M / month Β· π¦ 26K Β· β±οΈ 12.06.2021):
+- [PyPi](https://pypi.org/project/tqdm) (π₯ 27M / month Β· π¦ 26K Β· β±οΈ 12.06.2021):
```
pip install tqdm
```
-- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 6.6M Β· β±οΈ 12.06.2021):
+- [Conda](https://anaconda.org/conda-forge/tqdm) (π₯ 6.7M Β· β±οΈ 12.06.2021):
```
conda install -c conda-forge tqdm
```
+- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 3.7K Β· β 1 Β· β±οΈ 29.06.2021):
+ ```
+ docker pull tqdm/tqdm
+ ```
rich (π₯33 Β· β 27K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/willmcgugan/rich) (π¨βπ» 95 Β· π 820 Β· π¦ 4.8K Β· π 460 - 1% open Β· β±οΈ 18.06.2021):
+- [GitHub](https://github.com/willmcgugan/rich) (π¨βπ» 95 Β· π 820 Β· π¦ 5K Β· π 470 - 1% open Β· β±οΈ 28.06.2021):
```
git clone https://github.com/willmcgugan/rich
@@ -1300,30 +1305,46 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install rich
```
-- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 260K Β· β±οΈ 18.06.2021):
+- [Conda](https://anaconda.org/conda-forge/rich) (π₯ 280K Β· β±οΈ 18.06.2021):
```
conda install -c conda-forge rich
```
sentry-sdk (π₯32 Β· β 950) - The new Python SDK for Sentry.io. BSD-2
+sentry-sdk (π₯32 Β· β 950) - The new Python SDK for Sentry.io. BSD-2
- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 99 Β· π 210 Β· π₯ 4.5K Β· π¦ 12K Β· π 550 - 31% open Β· β±οΈ 14.06.2021):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 9.6M / month Β· π¦ 990 Β· β±οΈ 06.05.2021):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 9.9M / month Β· π¦ 990 Β· β±οΈ 06.05.2021):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 88K Β· β±οΈ 11.05.2021):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 89K Β· β±οΈ 11.05.2021):
```
conda install -c conda-forge sentry-sdk
```
loguru (π₯31 Β· β 9.2K) - Python logging made (stupidly) simple. MIT
+tabulate (π₯31 Β· β 870) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 29 Β· π 410 Β· π¦ 7.8K Β· π 420 - 11% open Β· β±οΈ 19.03.2021):
+- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 67 Β· π 66 Β· π¦ 46K Β· π 84 - 32% open Β· β±οΈ 04.03.2021):
+
+ ```
+ git clone https://github.com/astanin/python-tabulate
+ ```
+- [PyPi](https://pypi.org/project/tabulate) (π₯ 20M / month Β· π¦ 8.1K Β· β±οΈ 22.02.2021):
+ ```
+ pip install tabulate
+ ```
+- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 1.2M Β· β±οΈ 22.02.2021):
+ ```
+ conda install -c conda-forge tabulate
+ ```
+loguru (π₯30 Β· β 9.2K Β· π) - Python logging made (stupidly) simple. MIT
+
+- [GitHub](https://github.com/Delgan/loguru) (π¨βπ» 29 Β· π 410 Β· π¦ 8K Β· π 420 - 11% open Β· β±οΈ 19.03.2021):
```
git clone https://github.com/Delgan/loguru
@@ -1332,46 +1353,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install loguru
```
-- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 190K Β· β±οΈ 19.04.2021):
+- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 200K Β· β±οΈ 19.04.2021):
```
conda install -c conda-forge loguru
```
tabulate (π₯31 Β· β 860) - Pretty-print tabular data in Python, a library and a command-line.. MIT
-
-- [GitHub](https://github.com/astanin/python-tabulate) (π¨βπ» 67 Β· π 66 Β· π¦ 46K Β· π 84 - 32% open Β· β±οΈ 04.03.2021):
-
- ```
- git clone https://github.com/astanin/python-tabulate
- ```
-- [PyPi](https://pypi.org/project/tabulate) (π₯ 18M / month Β· π¦ 8.1K Β· β±οΈ 22.02.2021):
- ```
- pip install tabulate
- ```
-- [Conda](https://anaconda.org/conda-forge/tabulate) (π₯ 1.1M Β· β±οΈ 22.02.2021):
- ```
- conda install -c conda-forge tabulate
- ```
-python-json-logger (π₯29 Β· β 990 Β· π€) - Json Formatter for the standard python logger. BSD-2
-
-- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 43 Β· π 150 Β· π¦ 16K Β· π 64 - 29% open Β· β±οΈ 12.10.2020):
-
- ```
- git clone https://github.com/madzak/python-json-logger
- ```
-- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 3.4M / month Β· π¦ 920 Β· β±οΈ 12.10.2020):
- ```
- pip install python-json-logger
- ```
-- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 700K Β· β±οΈ 12.10.2020):
- ```
- conda install -c conda-forge python-json-logger
- ```
-structlog (π₯28 Β· β 1.5K) - Structured Logging for Python. MIT
-- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 73 Β· π 140 Β· π¦ 3.3K Β· π 180 - 18% open Β· β±οΈ 15.06.2021):
+- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 73 Β· π 140 Β· π¦ 3.4K Β· π 180 - 18% open Β· β±οΈ 30.06.2021):
```
git clone https://github.com/hynek/structlog
@@ -1380,11 +1369,27 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install structlog
```
-- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 110K Β· β±οΈ 22.02.2021):
+- [Conda](https://anaconda.org/conda-forge/structlog) (π₯ 120K Β· β±οΈ 22.02.2021):
```
conda install -c conda-forge structlog
```
python-json-logger (π₯28 Β· β 990 Β· π€) - Json Formatter for the standard python logger. BSD-2
+
+- [GitHub](https://github.com/madzak/python-json-logger) (π¨βπ» 43 Β· π 150 Β· π¦ 16K Β· π 64 - 29% open Β· β±οΈ 12.10.2020):
+
+ ```
+ git clone https://github.com/madzak/python-json-logger
+ ```
+- [PyPi](https://pypi.org/project/python-json-logger) (π₯ 3.5M / month Β· π¦ 920 Β· β±οΈ 12.10.2020):
+ ```
+ pip install python-json-logger
+ ```
+- [Conda](https://anaconda.org/conda-forge/python-json-logger) (π₯ 720K Β· β±οΈ 12.10.2020):
+ ```
+ conda install -c conda-forge python-json-logger
+ ```
+colorlog (π₯28 Β· β 700) - A colored formatter for the python logging module. MIT
- [GitHub](https://github.com/borntyping/python-colorlog) (π¨βπ» 30 Β· π 75 Β· π¦ 10K Β· π 66 - 3% open Β· β±οΈ 14.06.2021):
@@ -1392,60 +1397,60 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/borntyping/python-colorlog
```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 5M / month Β· π¦ 3.7K Β· β±οΈ 14.06.2021):
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 5.6M / month Β· π¦ 3.7K Β· β±οΈ 14.06.2021):
```
pip install colorlog
```
-- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 380K Β· β±οΈ 14.04.2021):
+- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 380K Β· β±οΈ 30.06.2021):
```
conda install -c conda-forge colorlog
```
python-coloredlogs (π₯28 Β· β 420 Β· π) - Colored terminal output for Python's logging module. MIT
+python-coloredlogs (π₯28 Β· β 420) - Colored terminal output for Python's logging module. MIT
- [GitHub](https://github.com/xolox/python-coloredlogs) (π¨βπ» 16 Β· π 36 Β· π¦ 8.1K Β· π 74 - 33% open Β· β±οΈ 11.06.2021):
```
git clone https://github.com/xolox/python-coloredlogs
```
-- [PyPi](https://pypi.org/project/coloredlogs) (π₯ 1.7M / month Β· π¦ 2.1K Β· β±οΈ 11.06.2021):
+- [PyPi](https://pypi.org/project/coloredlogs) (π₯ 1.8M / month Β· π¦ 2.1K Β· β±οΈ 11.06.2021):
```
pip install coloredlogs
```
progressbar2 (π₯27 Β· β 700) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-- [GitHub](https://github.com/WoLpH/python-progressbar) (π¨βπ» 38 Β· π 91 Β· π₯ 1.6K Β· π¦ 9.8K Β· π 190 - 4% open Β· β±οΈ 15.03.2021):
+- [GitHub](https://github.com/WoLpH/python-progressbar) (π¨βπ» 38 Β· π 91 Β· π₯ 1.6K Β· π¦ 9.9K Β· π 190 - 4% open Β· β±οΈ 15.03.2021):
```
git clone https://github.com/WoLpH/python-progressbar
```
-- [PyPi](https://pypi.org/project/progressbar2) (π₯ 1.1M / month Β· π¦ 2.2K Β· β±οΈ 09.09.2020):
+- [PyPi](https://pypi.org/project/progressbar2) (π₯ 1.2M / month Β· π¦ 2.2K Β· β±οΈ 09.09.2020):
```
pip install progressbar2
```
-- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 290K Β· β±οΈ 09.09.2020):
+- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 300K Β· β±οΈ 09.09.2020):
```
conda install -c conda-forge progressbar2
```
alive-progress (π₯24 Β· β 2.5K) - A new kind of Progress Bar, with real time throughput, eta and.. MIT
+wasabi (π₯25 Β· β 290 Β· β) - A lightweight console printing and formatting toolkit. MIT
-- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 1 Β· π 100 Β· π¦ 320 Β· π 70 - 30% open Β· β±οΈ 08.01.2021):
+- [GitHub](https://github.com/ines/wasabi) (π¨βπ» 4 Β· π 16 Β· π¦ 12K Β· π 6 - 50% open Β· β±οΈ 31.01.2021):
```
- git clone https://github.com/rsalmei/alive-progress
+ git clone https://github.com/ines/wasabi
```
-- [PyPi](https://pypi.org/project/alive-progress) (π₯ 15K / month Β· β±οΈ 08.01.2021):
+- [PyPi](https://pypi.org/project/wasabi) (π₯ 2.3M / month Β· π¦ 410 Β· β±οΈ 31.01.2021):
```
- pip install alive-progress
+ pip install wasabi
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 7.8K Β· β±οΈ 08.01.2021):
+- [Conda](https://anaconda.org/conda-forge/wasabi) (π₯ 380K Β· β±οΈ 01.02.2021):
```
- conda install -c conda-forge alive-progress
+ conda install -c conda-forge wasabi
```
notifiers (π₯24 Β· β 1.9K) - The easy way to send notifications. MIT
+notifiers (π₯24 Β· β 1.9K Β· π€) - The easy way to send notifications. MIT
- [GitHub](https://github.com/liiight/notifiers) (π¨βπ» 14 Β· π 72 Β· π¦ 140 Β· π 91 - 41% open Β· β±οΈ 30.12.2020):
@@ -1457,7 +1462,39 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pip install notifiers
```
better-exceptions (π₯23 Β· β 4K) - Pretty and useful exceptions in Python, automatically. MIT
+rebound (π₯23 Β· β 3.7K) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT
+
+- [GitHub](https://github.com/shobrook/rebound) (π¨βπ» 16 Β· π 340 Β· π₯ 170 Β· π¦ 19 Β· π 58 - 34% open Β· β±οΈ 04.01.2021):
+
+ ```
+ git clone https://github.com/shobrook/rebound
+ ```
+- [PyPi](https://pypi.org/project/rebound) (π₯ 2.1K / month Β· π¦ 14 Β· β±οΈ 20.06.2021):
+ ```
+ pip install rebound
+ ```
+- [Conda](https://anaconda.org/conda-forge/rebound) (π₯ 130K Β· β±οΈ 21.06.2021):
+ ```
+ conda install -c conda-forge rebound
+ ```
+alive-progress (π₯23 Β· β 2.5K) - A new kind of Progress Bar, with real time throughput, eta and.. MIT
+
+- [GitHub](https://github.com/rsalmei/alive-progress) (π¨βπ» 1 Β· π 100 Β· π¦ 330 Β· π 70 - 30% open Β· β±οΈ 08.01.2021):
+
+ ```
+ git clone https://github.com/rsalmei/alive-progress
+ ```
+- [PyPi](https://pypi.org/project/alive-progress) (π₯ 16K / month Β· β±οΈ 08.01.2021):
+ ```
+ pip install alive-progress
+ ```
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 7.9K Β· β±οΈ 08.01.2021):
+ ```
+ conda install -c conda-forge alive-progress
+ ```
+better-exceptions (π₯22 Β· β 4K) - Pretty and useful exceptions in Python, automatically. MIT
- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 14 Β· π 200 Β· π 70 - 41% open Β· β±οΈ 29.01.2021):
@@ -1469,30 +1506,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pip install better-exceptions
```
rebound (π₯23 Β· β 3.6K) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT
-
-- [GitHub](https://github.com/shobrook/rebound) (π¨βπ» 16 Β· π 340 Β· π₯ 170 Β· π¦ 19 Β· π 58 - 34% open Β· β±οΈ 04.01.2021):
-
- ```
- git clone https://github.com/shobrook/rebound
- ```
-- [PyPi](https://pypi.org/project/rebound) (π₯ 2K / month Β· π¦ 14 Β· β±οΈ 20.06.2021):
- ```
- pip install rebound
- ```
-- [Conda](https://anaconda.org/conda-forge/rebound) (π₯ 130K Β· β±οΈ 21.06.2021):
- ```
- conda install -c conda-forge rebound
- ```
-stackprinter (π₯22 Β· β 1.1K) - Debugging-friendly exceptions for Python. MIT
-- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 6 Β· π 31 Β· π¦ 57 Β· π 23 - 39% open Β· β±οΈ 01.01.2021):
+- [GitHub](https://github.com/cknd/stackprinter) (π¨βπ» 6 Β· π 31 Β· π¦ 58 Β· π 23 - 39% open Β· β±οΈ 01.01.2021):
```
git clone https://github.com/cknd/stackprinter
```
-- [PyPi](https://pypi.org/project/stackprinter) (π₯ 19K / month Β· π¦ 4 Β· β±οΈ 31.10.2020):
+- [PyPi](https://pypi.org/project/stackprinter) (π₯ 20K / month Β· π¦ 4 Β· β±οΈ 31.10.2020):
```
pip install stackprinter
```
@@ -1509,10 +1530,22 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pip install pretty_errors
```
python-devtools (π₯19 Β· β 350 Β· β) - Dev tools for python. MIT
+
+- [GitHub](https://github.com/samuelcolvin/python-devtools) (π¨βπ» 5 Β· π 12 Β· π¦ 370 Β· π 34 - 35% open Β· β±οΈ 30.03.2021):
+
+ ```
+ git clone https://github.com/samuelcolvin/python-devtools
+ ```
+- [PyPi](https://pypi.org/project/python-devtools) (π₯ 450 / month Β· π¦ 1 Β· β±οΈ 21.08.2017):
+ ```
+ pip install python-devtools
+ ```
+Show 3 hidden projects...
- logbook (π₯31 Β· β 1.4K Β· π) - A cool logging replacement for Python. BSD-3
-- prettytable (π₯23 Β· β 490 Β· π) - Display tabular data in a visually appealing ASCII.. βοΈBSD-1-Clause
+- prettytable (π₯23 Β· β 500) - Display tabular data in a visually appealing ASCII table.. βοΈBSD-1-Clause
- tbvaccine (π₯15 Β· β 360 Β· π) - A small utility to pretty-print Python tracebacks. MIT
@@ -1523,16 +1556,16 @@ This curated list contains 250 awesome open-source projects with a total of 590K
sphinx (π₯38 Β· β 4K) - Main repository for the Sphinx documentation builder. BSD-3 
-- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 650 Β· π 1.5K Β· π¦ 150K Β· π 5.4K - 14% open Β· β±οΈ 20.06.2021):
+- [GitHub](https://github.com/sphinx-doc/sphinx) (π¨βπ» 650 Β· π 1.5K Β· π¦ 150K Β· π 5.4K - 14% open Β· β±οΈ 30.06.2021):
```
git clone https://github.com/sphinx-doc/sphinx
```
-- [PyPi](https://pypi.org/project/sphinx) (π₯ 4.1M / month Β· π¦ 100K Β· β±οΈ 20.05.2021):
+- [PyPi](https://pypi.org/project/sphinx) (π₯ 4M / month Β· π¦ 100K Β· β±οΈ 20.05.2021):
```
pip install sphinx
```
-- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 3.4M Β· β±οΈ 25.05.2021):
+- [Conda](https://anaconda.org/conda-forge/sphinx) (π₯ 3.5M Β· β±οΈ 25.05.2021):
```
conda install -c conda-forge sphinx
```
@@ -1544,27 +1577,27 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/mkdocs/mkdocs
```
-- [PyPi](https://pypi.org/project/mkdocs) (π₯ 620K / month Β· π¦ 5.9K Β· β±οΈ 09.06.2021):
+- [PyPi](https://pypi.org/project/mkdocs) (π₯ 640K / month Β· π¦ 5.9K Β· β±οΈ 09.06.2021):
```
pip install mkdocs
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 140K Β· β±οΈ 21.06.2021):
+- [Conda](https://anaconda.org/conda-forge/mkdocs) (π₯ 140K Β· β±οΈ 25.06.2021):
```
conda install -c conda-forge mkdocs
```
mkdocs-material (π₯33 Β· β 6.8K) - A Material Design theme for MkDocs. MIT 
+mkdocs-material (π₯33 Β· β 6.9K) - A Material Design theme for MkDocs. MIT
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 120 Β· π 1.6K Β· π¦ 7.1K Β· π 1.1K - 1% open Β· β±οΈ 20.06.2021):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 120 Β· π 1.6K Β· π¦ 7.2K Β· π 1.1K - 1% open Β· β±οΈ 01.07.2021):
```
git clone https://github.com/squidfunk/mkdocs-material
```
-- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 480K / month Β· π¦ 1.5K Β· β±οΈ 12.06.2021):
+- [PyPi](https://pypi.org/project/mkdocs-material) (π₯ 490K / month Β· π¦ 1.5K Β· β±οΈ 25.06.2021):
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 47K Β· β±οΈ 12.06.2021):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 48K Β· β±οΈ 12.06.2021):
```
conda install -c conda-forge mkdocs-material
```
@@ -1592,23 +1625,23 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/numpy/numpydoc
```
-- [PyPi](https://pypi.org/project/numpydoc) (π₯ 250K / month Β· π¦ 7.3K Β· β±οΈ 01.07.2020):
+- [PyPi](https://pypi.org/project/numpydoc) (π₯ 230K / month Β· π¦ 7.3K Β· β±οΈ 01.07.2020):
```
pip install numpydoc
```
-- [Conda](https://anaconda.org/conda-forge/numpydoc) (π₯ 780K Β· β±οΈ 01.10.2020):
+- [Conda](https://anaconda.org/conda-forge/numpydoc) (π₯ 790K Β· β±οΈ 01.10.2020):
```
conda install -c conda-forge numpydoc
```
breathe (π₯29 Β· β 540) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
-- [GitHub](https://github.com/michaeljones/breathe) (π¨βπ» 94 Β· π 140 Β· π₯ 76 Β· π¦ 4.7K Β· π 440 - 23% open Β· β±οΈ 18.05.2021):
+- [GitHub](https://github.com/michaeljones/breathe) (π¨βπ» 94 Β· π 140 Β· π₯ 79 Β· π¦ 4.7K Β· π 440 - 23% open Β· β±οΈ 18.05.2021):
```
git clone https://github.com/michaeljones/breathe
```
-- [PyPi](https://pypi.org/project/breathe) (π₯ 93K / month Β· π¦ 2K Β· β±οΈ 06.05.2021):
+- [PyPi](https://pypi.org/project/breathe) (π₯ 96K / month Β· π¦ 2K Β· β±οΈ 06.05.2021):
```
pip install breathe
```
@@ -1624,7 +1657,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/agronholm/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 280K / month Β· π¦ 1.4K Β· β±οΈ 12.10.2020):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 290K / month Β· π¦ 1.4K Β· β±οΈ 12.10.2020):
```
pip install sphinx-autodoc-typehints
```
@@ -1633,6 +1666,18 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge sphinx-autodoc-typehints
```
pdoc3 (π₯25 Β· β 660 Β· β) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
+
+- [GitHub](https://github.com/pdoc3/pdoc) (π¨βπ» 55 Β· π 110 Β· π¦ 900 Β· π 260 - 32% open Β· β±οΈ 13.06.2021):
+
+ ```
+ git clone https://github.com/pdoc3/pdoc
+ ```
+- [PyPi](https://pypi.org/project/pdoc3) (π₯ 94K / month Β· π¦ 90 Β· β±οΈ 27.11.2020):
+ ```
+ pip install pdoc3
+ ```
+sphinx-autobuild (π₯25 Β· β 340) - Watch a Sphinx directory and rebuild the documentation.. MIT
- [GitHub](https://github.com/executablebooks/sphinx-autobuild) (π¨βπ» 17 Β· π 49 Β· π 56 - 21% open Β· β±οΈ 14.03.2021):
@@ -1640,47 +1685,47 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 160K / month Β· π¦ 4.7K Β· β±οΈ 14.03.2021):
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 170K / month Β· π¦ 4.7K Β· β±οΈ 14.03.2021):
```
pip install sphinx-autobuild
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 61K Β· β±οΈ 14.03.2021):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autobuild) (π₯ 63K Β· β±οΈ 14.03.2021):
```
conda install -c conda-forge sphinx-autobuild
```
pdoc (π₯24 Β· β 950) - API Documentation for Python Projects. Unlicense
-- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 30 Β· π 110 Β· π¦ 330 Β· π 170 - 2% open Β· β±οΈ 16.06.2021):
+- [GitHub](https://github.com/mitmproxy/pdoc) (π¨βπ» 30 Β· π 110 Β· π¦ 340 Β· π 170 - 2% open Β· β±οΈ 16.06.2021):
```
git clone https://github.com/mitmproxy/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc) (π₯ 61K / month Β· π¦ 290 Β· β±οΈ 11.06.2021):
+- [PyPi](https://pypi.org/project/pdoc) (π₯ 62K / month Β· π¦ 290 Β· β±οΈ 11.06.2021):
```
pip install pdoc
```
interrogate (π₯23 Β· β 280) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
+interrogate (π₯24 Β· β 280) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
-- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 9 Β· π 20 Β· π¦ 650 Β· π 30 - 36% open Β· β±οΈ 02.06.2021):
+- [GitHub](https://github.com/econchick/interrogate) (π¨βπ» 9 Β· π 21 Β· π¦ 670 Β· π 30 - 36% open Β· β±οΈ 02.06.2021):
```
git clone https://github.com/econchick/interrogate
```
-- [PyPi](https://pypi.org/project/interrogate) (π₯ 64K / month Β· β±οΈ 15.05.2021):
+- [PyPi](https://pypi.org/project/interrogate) (π₯ 61K / month Β· β±οΈ 15.05.2021):
```
pip install interrogate
```
blacken-docs (π₯21 Β· β 220) - Run `black` on python code blocks in documentation files. MIT
-- [GitHub](https://github.com/asottile/blacken-docs) (π¨βπ» 12 Β· π 17 Β· π 30 - 6% open Β· β±οΈ 22.06.2021):
+- [GitHub](https://github.com/asottile/blacken-docs) (π¨βπ» 12 Β· π 17 Β· π 31 - 6% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 7.5K / month Β· π¦ 22 Β· β±οΈ 02.03.2021):
+- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 7.3K / month Β· π¦ 22 Β· β±οΈ 02.03.2021):
```
pip install blacken-docs
```
@@ -1703,72 +1748,76 @@ This curated list contains 250 awesome open-source projects with a total of 590K
mkdocstrings (π₯20 Β· β 380) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 19 Β· π 46 Β· π 180 - 23% open Β· β±οΈ 09.06.2021):
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 19 Β· π 47 Β· π 180 - 23% open Β· β±οΈ 09.06.2021):
```
- git clone https://github.com/pawamoy/mkdocstrings
+ git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 50K / month Β· β±οΈ 09.06.2021):
+- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 52K / month Β· β±οΈ 09.06.2021):
```
pip install mkdocstrings
```
-mkdocs-awesome-pages-plugin (π₯20 Β· β 160) - An MkDocs plugin that simplifies configuring page.. MIT
-
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 2 Β· π 17 Β· π¦ 380 Β· π 38 - 15% open Β· β±οΈ 22.12.2020):
-
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 5.1K Β· β±οΈ 10.06.2021):
```
- git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
- ```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 38K / month Β· π¦ 90 Β· β±οΈ 22.12.2020):
- ```
- pip install mkdocs-awesome-pages-plugin
+ conda install -c conda-forge mkdocstrings
```
portray (π₯19 Β· β 740) - Your Project with Great Documentation. MIT
-
-- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 16 Β· π 57 Β· π 49 - 40% open Β· β±οΈ 13.06.2021):
-
- ```
- git clone https://github.com/timothycrosley/portray
- ```
-- [PyPi](https://pypi.org/project/portray) (π₯ 8.4K / month Β· π¦ 8 Β· β±οΈ 13.06.2021):
- ```
- pip install portray
- ```
-sphinx-markdown-builder (π₯19 Β· β 100 Β· π€) - sphinx builder that outputs markdown files. MIT
+sphinx-markdown-builder (π₯20 Β· β 100 Β· π€) - sphinx builder that outputs markdown files. MIT
- [GitHub](https://github.com/clayrisser/sphinx-markdown-builder) (π¨βπ» 16 Β· π 28 Β· π¦ 150 Β· π 34 - 52% open Β· β±οΈ 07.10.2020):
```
git clone https://github.com/codejamninja/sphinx-markdown-builder
```
-- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 15K / month Β· π¦ 42 Β· β±οΈ 23.12.2019):
+- [PyPi](https://pypi.org/project/sphinx-markdown-builder) (π₯ 13K / month Β· π¦ 42 Β· β±οΈ 23.12.2019):
```
pip install sphinx-markdown-builder
```
mkdocs-with-pdf (π₯19 Β· β 66) - Generate a single PDF file from MkDocs repository. MIT
+mkdocs-awesome-pages-plugin (π₯19 Β· β 160 Β· π€) - An MkDocs plugin that simplifies configuring page.. MIT
-- [GitHub](https://github.com/orzih/mkdocs-with-pdf) (π¨βπ» 6 Β· π 10 Β· π¦ 28 Β· π 47 - 31% open Β· β±οΈ 15.06.2021):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) (π¨βπ» 2 Β· π 17 Β· π¦ 390 Β· π 38 - 15% open Β· β±οΈ 22.12.2020):
+
+ ```
+ git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
+ ```
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 39K / month Β· π¦ 90 Β· β±οΈ 22.12.2020):
+ ```
+ pip install mkdocs-awesome-pages-plugin
+ ```
+mkdocs-with-pdf (π₯19 Β· β 67) - Generate a single PDF file from MkDocs repository. MIT
+
+- [GitHub](https://github.com/orzih/mkdocs-with-pdf) (π¨βπ» 6 Β· π 10 Β· π¦ 33 Β· π 47 - 31% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/orzih/mkdocs-with-pdf
```
-- [PyPi](https://pypi.org/project/mkdocs-with-pdf) (π₯ 5.5K / month Β· β±οΈ 15.06.2021):
+- [PyPi](https://pypi.org/project/mkdocs-with-pdf) (π₯ 6.5K / month Β· β±οΈ 15.06.2021):
```
pip install mkdocs-with-pdf
```
lazydocs (π₯16 Β· β 26) - Generate markdown API documentation from Google-style Python docstring... MIT
+portray (π₯18 Β· β 740) - Your Project with Great Documentation. MIT
-- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 4 Β· π 6 Β· π¦ 26 Β· β±οΈ 15.03.2021):
+- [GitHub](https://github.com/timothycrosley/portray) (π¨βπ» 16 Β· π 57 Β· π 49 - 40% open Β· β±οΈ 13.06.2021):
+
+ ```
+ git clone https://github.com/timothycrosley/portray
+ ```
+- [PyPi](https://pypi.org/project/portray) (π₯ 7.9K / month Β· π¦ 8 Β· β±οΈ 13.06.2021):
+ ```
+ pip install portray
+ ```
+lazydocs (π₯16 Β· β 27) - Generate markdown API documentation from Google-style Python docstring... MIT
+
+- [GitHub](https://github.com/ml-tooling/lazydocs) (π¨βπ» 4 Β· π 6 Β· π¦ 27 Β· π 4 - 50% open Β· β±οΈ 30.06.2021):
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 340 / month Β· β±οΈ 15.03.2021):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 390 / month Β· β±οΈ 30.06.2021):
```
pip install lazydocs
```
@@ -1781,7 +1830,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
- pycco (π₯22 Β· β 750 Β· π) - Literate-style documentation generator. MIT
- mkdocs-git-revision-date-plugin (π₯19 Β· β 34 Β· π€) - MkDocs plugin for setting revision date from git per.. MIT MIT MIT MIT
@@ -1796,23 +1845,23 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/ipdb) (π₯ 1.6M / month Β· π¦ 17K Β· β±οΈ 02.06.2021):
+- [PyPi](https://pypi.org/project/ipdb) (π₯ 1.7M / month Β· π¦ 17K Β· β±οΈ 02.06.2021):
```
pip install ipdb
```
-- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 170K Β· β±οΈ 24.06.2021):
+- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 180K Β· β±οΈ 24.06.2021):
```
conda install -c conda-forge ipdb
```
PySnooper (π₯29 Β· β 14K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 26 Β· π 900 Β· π¦ 420 Β· π 110 - 16% open Β· β±οΈ 19.05.2021):
+- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 26 Β· π 900 Β· π¦ 430 Β· π 110 - 16% open Β· β±οΈ 19.05.2021):
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (π₯ 85K / month Β· π¦ 46 Β· β±οΈ 19.05.2021):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 80K / month Β· π¦ 46 Β· β±οΈ 19.05.2021):
```
pip install pysnooper
```
@@ -1823,7 +1872,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pyelftools (π₯28 Β· β 1.2K) - Parsing ELF and DWARF in Python. Unlicense
-- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 75 Β· π 390 Β· π¦ 2.2K Β· π 170 - 32% open Β· β±οΈ 27.05.2021):
+- [GitHub](https://github.com/eliben/pyelftools) (π¨βπ» 75 Β· π 400 Β· π¦ 2.3K Β· π 170 - 32% open Β· β±οΈ 27.05.2021):
```
git clone https://github.com/eliben/pyelftools
@@ -1837,14 +1886,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge pyelftools
```
pudb (π₯26 Β· β 2.1K Β· π) - Full-screen console debugger for Python. MIT
+pudb (π₯27 Β· β 2.1K Β· π) - Full-screen console debugger for Python. MIT
-- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 77 Β· π 180 Β· π¦ 2.4K Β· π 270 - 50% open Β· β±οΈ 08.06.2021):
+- [GitHub](https://github.com/inducer/pudb) (π¨βπ» 77 Β· π 180 Β· π¦ 2.4K Β· π 270 - 50% open Β· β±οΈ 25.06.2021):
```
git clone https://github.com/inducer/pudb
```
-- [PyPi](https://pypi.org/project/pudb) (π₯ 220K / month Β· π¦ 1.4K Β· β±οΈ 08.05.2021):
+- [PyPi](https://pypi.org/project/pudb) (π₯ 230K / month Β· π¦ 1.4K Β· β±οΈ 08.05.2021):
```
pip install pudb
```
@@ -1855,12 +1904,12 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pdbpp (π₯26 Β· β 750) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
-- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 39 Β· π 42 Β· π¦ 2.1K Β· π 170 - 34% open Β· β±οΈ 30.04.2021):
+- [GitHub](https://github.com/pdbpp/pdbpp) (π¨βπ» 39 Β· π 42 Β· π¦ 2.1K Β· π 170 - 33% open Β· β±οΈ 28.06.2021):
```
git clone https://github.com/pdbpp/pdbpp
```
-- [PyPi](https://pypi.org/project/pdbpp) (π₯ 290K / month Β· π¦ 1K Β· β±οΈ 04.10.2019):
+- [PyPi](https://pypi.org/project/pdbpp) (π₯ 320K / month Β· π¦ 1K Β· β±οΈ 04.10.2019):
```
pip install pdbpp
```
@@ -1869,42 +1918,42 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge pdbpp
```
gdbgui (π₯25 Β· β 8K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
-
-- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 36 Β· π 470 Β· π₯ 4K Β· π¦ 89 Β· π 270 - 41% open Β· β±οΈ 01.06.2021):
-
- ```
- git clone https://github.com/cs01/gdbgui
- ```
-- [PyPi](https://pypi.org/project/gdbgui) (π₯ 100K / month Β· π¦ 2 Β· β±οΈ 20.05.2021):
- ```
- pip install gdbgui
- ```
-typeguard (π₯25 Β· β 650) - Run-time type checker for Python. MIT
+typeguard (π₯26 Β· β 660) - Run-time type checker for Python. MIT
- [GitHub](https://github.com/agronholm/typeguard) (π¨βπ» 18 Β· π 61 Β· π 160 - 25% open Β· β±οΈ 04.06.2021):
```
git clone https://github.com/agronholm/typeguard
```
-- [PyPi](https://pypi.org/project/typeguard) (π₯ 3M / month Β· π¦ 160 Β· β±οΈ 04.06.2021):
+- [PyPi](https://pypi.org/project/typeguard) (π₯ 4.3M / month Β· π¦ 160 Β· β±οΈ 04.06.2021):
```
pip install typeguard
```
-- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 43K Β· β±οΈ 04.06.2021):
+- [Conda](https://anaconda.org/conda-forge/typeguard) (π₯ 44K Β· β±οΈ 04.06.2021):
```
conda install -c conda-forge typeguard
```
icecream (π₯23 Β· β 4.9K) - Never use print() to debug again. MIT
+gdbgui (π₯25 Β· β 8K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. βοΈGPL-3.0
-- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 14 Β· π 96 Β· π 67 - 23% open Β· β±οΈ 22.06.2021):
+- [GitHub](https://github.com/cs01/gdbgui) (π¨βπ» 36 Β· π 470 Β· π₯ 4.1K Β· π¦ 90 Β· π 270 - 41% open Β· β±οΈ 01.06.2021):
+
+ ```
+ git clone https://github.com/cs01/gdbgui
+ ```
+- [PyPi](https://pypi.org/project/gdbgui) (π₯ 110K / month Β· π¦ 2 Β· β±οΈ 20.05.2021):
+ ```
+ pip install gdbgui
+ ```
+icecream (π₯23 Β· β 5K) - Never use print() to debug again. MIT
+
+- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 14 Β· π 99 Β· π 68 - 23% open Β· β±οΈ 22.06.2021):
```
git clone https://github.com/gruns/icecream
```
-- [PyPi](https://pypi.org/project/icecream) (π₯ 62K / month Β· π¦ 6 Β· β±οΈ 22.06.2021):
+- [PyPi](https://pypi.org/project/icecream) (π₯ 68K / month Β· π¦ 6 Β· β±οΈ 22.06.2021):
```
pip install icecream
```
@@ -1916,14 +1965,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 5.5K / month Β· π¦ 34 Β· β±οΈ 23.06.2021):
+- [PyPi](https://pypi.org/project/hunter) (π₯ 6K / month Β· π¦ 34 Β· β±οΈ 23.06.2021):
```
pip install hunter
```
snoop (π₯22 Β· β 590) - A powerful set of Python debugging tools, based on PySnooper. MIT
+snoop (π₯22 Β· β 600) - A powerful set of Python debugging tools, based on PySnooper. MIT
-- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 20 Β· π 20 Β· π¦ 50 Β· π 29 - 44% open Β· β±οΈ 26.03.2021):
+- [GitHub](https://github.com/alexmojaki/snoop) (π¨βπ» 20 Β· π 20 Β· π¦ 55 Β· π 29 - 44% open Β· β±οΈ 26.03.2021):
```
git clone https://github.com/alexmojaki/snoop
@@ -1940,7 +1989,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/ionelmc/python-manhole
```
-- [PyPi](https://pypi.org/project/manhole) (π₯ 7.9K / month Β· π¦ 66 Β· β±οΈ 08.04.2021):
+- [PyPi](https://pypi.org/project/manhole) (π₯ 8.4K / month Β· π¦ 66 Β· β±οΈ 08.04.2021):
```
pip install manhole
```
@@ -1952,7 +2001,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/alexmojaki/birdseye
```
-- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.2K / month Β· β±οΈ 25.08.2020):
+- [PyPi](https://pypi.org/project/birdseye) (π₯ 1.1K / month Β· β±οΈ 25.08.2020):
```
pip install birdseye
```
@@ -1973,7 +2022,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pytest (π₯36 Β· β 7.5K) - The pytest framework makes it easy to write small tests, yet scales.. MIT 
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 730 Β· π 1.7K Β· π¦ 330K Β· π 4.5K - 14% open Β· β±οΈ 24.06.2021):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 730 Β· π 1.7K Β· π¦ 340K Β· π 4.5K - 14% open Β· β±οΈ 30.06.2021):
```
git clone https://github.com/pytest-dev/pytest
@@ -1982,51 +2031,51 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install pytest
```
-- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 8.2M Β· β±οΈ 27.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 8.3M Β· β±οΈ 29.06.2021):
```
conda install -c conda-forge pytest
```
tox (π₯36 Β· β 2.3K) - Command line driven CI frontend and development task automation tool. MIT
-- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 240 Β· π 370 Β· π¦ 45K Β· π 1.2K - 11% open Β· β±οΈ 23.06.2021):
+- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 240 Β· π 370 Β· π¦ 46K Β· π 1.2K - 11% open Β· β±οΈ 23.06.2021):
```
git clone https://github.com/tox-dev/tox
```
-- [PyPi](https://pypi.org/project/tox) (π₯ 4.2M / month Β· π¦ 36K Β· β±οΈ 05.05.2021):
+- [PyPi](https://pypi.org/project/tox) (π₯ 4.3M / month Β· π¦ 36K Β· β±οΈ 05.05.2021):
```
pip install tox
```
-- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 300K Β· β±οΈ 05.05.2021):
+- [Conda](https://anaconda.org/conda-forge/tox) (π₯ 300K Β· β±οΈ 30.06.2021):
```
conda install -c conda-forge tox
```
robotframework (π₯34 Β· β 6K) - Generic automation framework for acceptance testing and RPA. Apache-2
+robotframework (π₯34 Β· β 6.1K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 140 Β· π 1.7K Β· π₯ 510 Β· π¦ 3.9K Β· π 3.6K - 5% open Β· β±οΈ 24.06.2021):
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 140 Β· π 1.7K Β· π₯ 510 Β· π¦ 3.9K Β· π 3.6K - 5% open Β· β±οΈ 30.06.2021):
```
git clone https://github.com/robotframework/robotframework
```
-- [PyPi](https://pypi.org/project/robotframework) (π₯ 720K / month Β· π¦ 1.4K Β· β±οΈ 25.05.2021):
+- [PyPi](https://pypi.org/project/robotframework) (π₯ 710K / month Β· π¦ 1.4K Β· β±οΈ 25.05.2021):
```
pip install robotframework
```
-- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 52K Β· β±οΈ 25.05.2021):
+- [Conda](https://anaconda.org/conda-forge/robotframework) (π₯ 53K Β· β±οΈ 25.05.2021):
```
conda install -c conda-forge robotframework
```
hypothesis (π₯33 Β· β 5.2K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
+hypothesis (π₯33 Β· β 5.3K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
-- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 250 Β· π 460 Β· π¦ 9K Β· π 1.1K - 5% open Β· β±οΈ 15.06.2021):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 250 Β· π 460 Β· π¦ 9.1K Β· π 1.1K - 5% open Β· β±οΈ 15.06.2021):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
-- [PyPi](https://pypi.org/project/hypothesis) (π₯ 1.8M / month Β· π¦ 2.6K Β· β±οΈ 09.06.2021):
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 2M / month Β· π¦ 2.6K Β· β±οΈ 09.06.2021):
```
pip install hypothesis
```
@@ -2035,25 +2084,9 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge hypothesis
```
freezegun (π₯32 Β· β 2.9K) - Let your Python tests travel through time. Apache-2
+pytest-cov (π₯32 Β· β 1.1K) - Coverage plugin for pytest. MIT
-- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 94 Β· π 200 Β· π¦ 8.2K Β· π 230 - 28% open Β· β±οΈ 18.06.2021):
-
- ```
- git clone https://github.com/spulec/freezegun
- ```
-- [PyPi](https://pypi.org/project/freezegun) (π₯ 4.2M / month Β· π¦ 8.4K Β· β±οΈ 20.01.2021):
- ```
- pip install freezegun
- ```
-- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 230K Β· β±οΈ 20.01.2021):
- ```
- conda install -c conda-forge freezegun
- ```
-pytest-cov (π₯32 Β· β 1K) - Coverage plugin for pytest. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 66 Β· π 150 Β· π¦ 89K Β· π 290 - 34% open Β· β±οΈ 01.06.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 66 Β· π 150 Β· π¦ 90K Β· π 290 - 34% open Β· β±οΈ 01.06.2021):
```
git clone https://github.com/pytest-dev/pytest-cov
@@ -2062,19 +2095,19 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install pytest-cov
```
-- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 3M Β· β±οΈ 02.06.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-cov) (π₯ 3.1M Β· β±οΈ 02.06.2021):
```
conda install -c conda-forge pytest-cov
```
pytest-xdist (π₯32 Β· β 720) - pytest plugin for distributed testing and loop-on-failures.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 74 Β· π 150 Β· π¦ 19K Β· π 430 - 46% open Β· β±οΈ 16.06.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 74 Β· π 150 Β· π¦ 19K Β· π 430 - 45% open Β· β±οΈ 16.06.2021):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 4.6M / month Β· π¦ 7.3K Β· β±οΈ 16.06.2021):
+- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 4.7M / month Β· π¦ 7.3K Β· β±οΈ 16.06.2021):
```
pip install pytest-xdist
```
@@ -2083,21 +2116,37 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge pytest-xdist
```
freezegun (π₯31 Β· β 2.9K Β· π) - Let your Python tests travel through time. Apache-2
+
+- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 94 Β· π 200 Β· π¦ 8.3K Β· π 230 - 28% open Β· β±οΈ 18.06.2021):
+
+ ```
+ git clone https://github.com/spulec/freezegun
+ ```
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 4.4M / month Β· π¦ 8.4K Β· β±οΈ 20.01.2021):
+ ```
+ pip install freezegun
+ ```
+- [Conda](https://anaconda.org/conda-forge/freezegun) (π₯ 230K Β· β±οΈ 20.01.2021):
+ ```
+ conda install -c conda-forge freezegun
+ ```
+coveralls-python (π₯31 Β· β 460) - Show coverage stats online via coveralls.io. MIT
- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 57 Β· π 170 Β· π¦ 18K Β· π 140 - 5% open Β· β±οΈ 14.06.2021):
```
- git clone https://github.com/coveralls-clients/coveralls-python
+ git clone https://github.com/TheKevJames/coveralls-python
```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 560K / month Β· π¦ 17K Β· β±οΈ 24.05.2021):
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 540K / month Β· π¦ 17K Β· β±οΈ 24.05.2021):
```
pip install coveralls
```
factory_boy (π₯30 Β· β 2.5K) - A test fixtures replacement for Python. MIT
-- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 120 Β· π 320 Β· π 480 - 28% open Β· β±οΈ 23.06.2021):
+- [GitHub](https://github.com/FactoryBoy/factory_boy) (π¨βπ» 120 Β· π 320 Β· π 480 - 28% open Β· β±οΈ 25.06.2021):
```
git clone https://github.com/FactoryBoy/factory_boy
@@ -2106,30 +2155,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install factory_boy
```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 72K Β· β±οΈ 04.04.2021):
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 73K Β· β±οΈ 04.04.2021):
```
conda install -c conda-forge factory_boy
```
pyautogui (π₯29 Β· β 5.2K Β· π) - A cross-platform GUI automation Python module for human beings... BSD-3
+pytest-mock (π₯30 Β· β 1.1K Β· π) - Thin-wrapper around the mock package for easier use with.. MIT
-- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 50 Β· π 720 Β· π¦ 8.5K Β· π 480 - 64% open Β· β±οΈ 18.04.2021):
-
- ```
- git clone https://github.com/asweigart/pyautogui
- ```
-- [PyPi](https://pypi.org/project/pyautogui) (π₯ 420K / month Β· π¦ 610 Β· β±οΈ 06.10.2020):
- ```
- pip install pyautogui
- ```
-- [Conda](https://anaconda.org/conda-forge/pyautogui) (π₯ 130K Β· β±οΈ 13.10.2020):
- ```
- conda install -c conda-forge pyautogui
- ```
-pytest-mock (π₯29 Β· β 1.1K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 54 Β· π 95 Β· π¦ 17K Β· π 99 - 10% open Β· β±οΈ 14.06.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 54 Β· π 95 Β· π¦ 17K Β· π 99 - 10% open Β· β±οΈ 28.06.2021):
```
git clone https://github.com/pytest-dev/pytest-mock
@@ -2138,11 +2171,27 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install pytest-mock
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 970K Β· β±οΈ 07.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 990K Β· β±οΈ 07.05.2021):
```
conda install -c conda-forge pytest-mock
```
pyautogui (π₯29 Β· β 5.2K) - A cross-platform GUI automation Python module for human beings. Used.. BSD-3
+
+- [GitHub](https://github.com/asweigart/pyautogui) (π¨βπ» 50 Β· π 720 Β· π¦ 8.6K Β· π 480 - 64% open Β· β±οΈ 18.04.2021):
+
+ ```
+ git clone https://github.com/asweigart/pyautogui
+ ```
+- [PyPi](https://pypi.org/project/pyautogui) (π₯ 410K / month Β· π¦ 610 Β· β±οΈ 06.10.2020):
+ ```
+ pip install pyautogui
+ ```
+- [Conda](https://anaconda.org/conda-forge/pyautogui) (π₯ 130K Β· β±οΈ 13.10.2020):
+ ```
+ conda install -c conda-forge pyautogui
+ ```
+pytest-asyncio (π₯29 Β· β 740) - Pytest support for asyncio. Apache-2
- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 26 Β· π 80 Β· π¦ 13K Β· π 160 - 40% open Β· β±οΈ 30.05.2021):
@@ -2154,7 +2203,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install pytest-asyncio
```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 460K Β· β±οΈ 21.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 470K Β· β±οΈ 21.05.2021):
```
conda install -c conda-forge pytest-asyncio
```
@@ -2166,7 +2215,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/pytest-dev/pytest-html
```
-- [PyPi](https://pypi.org/project/pytest-html) (π₯ 1.6M / month Β· π¦ 980 Β· β±οΈ 13.12.2020):
+- [PyPi](https://pypi.org/project/pytest-html) (π₯ 1.5M / month Β· π¦ 980 Β· β±οΈ 13.12.2020):
```
pip install pytest-html
```
@@ -2177,24 +2226,24 @@ This curated list contains 250 awesome open-source projects with a total of 590K
playwright-python (π₯28 Β· β 4.8K) - Python version of the Playwright testing and automation.. Apache-2
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 21 Β· π 410 Β· π¦ 260 Β· π 360 - 4% open Β· β±οΈ 23.06.2021):
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 21 Β· π 410 Β· π¦ 270 Β· π 370 - 4% open Β· β±οΈ 28.06.2021):
```
git clone https://github.com/microsoft/playwright-python
```
-- [PyPi](https://pypi.org/project/playwright) (π₯ 91K / month Β· β±οΈ 11.06.2021):
+- [PyPi](https://pypi.org/project/playwright) (π₯ 100K / month Β· β±οΈ 11.06.2021):
```
pip install playwright
```
mimesis (π₯28 Β· β 3.3K) - Mimesis is a high-performance fake data generator for Python, which.. MIT
-- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 110 Β· π 270 Β· π₯ 160 Β· π 290 - 1% open Β· β±οΈ 20.06.2021):
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 110 Β· π 270 Β· π₯ 160 Β· π 290 - 1% open Β· β±οΈ 28.06.2021):
```
git clone https://github.com/lk-geimfari/mimesis
```
-- [PyPi](https://pypi.org/project/mimesis) (π₯ 110K / month Β· π¦ 84 Β· β±οΈ 21.12.2020):
+- [PyPi](https://pypi.org/project/mimesis) (π₯ 82K / month Β· π¦ 84 Β· β±οΈ 21.12.2020):
```
pip install mimesis
```
@@ -2210,7 +2259,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install pytest-benchmark
```
-- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 620K Β· β±οΈ 18.04.2021):
+- [Conda](https://anaconda.org/conda-forge/pytest-benchmark) (π₯ 650K Β· β±οΈ 18.04.2021):
```
conda install -c conda-forge pytest-benchmark
```
@@ -2222,7 +2271,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/Teemu/pytest-sugar
```
-- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 510K / month Β· π¦ 4.6K Β· β±οΈ 06.07.2020):
+- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 520K / month Β· π¦ 4.6K Β· β±οΈ 06.07.2020):
```
pip install pytest-sugar
```
@@ -2231,22 +2280,6 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge pytest-sugar
```
nose2 (π₯27 Β· β 680) - The successor to nose, based on unittest2. BSD-3
-
-- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 71 Β· π 130 Β· π¦ 3.8K Β· π 250 - 21% open Β· β±οΈ 10.03.2021):
-
- ```
- git clone https://github.com/nose-devs/nose2
- ```
-- [PyPi](https://pypi.org/project/nose2) (π₯ 410K / month Β· π¦ 1.9K Β· β±οΈ 27.01.2021):
- ```
- pip install nose2
- ```
-- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 32K Β· β±οΈ 02.02.2020):
- ```
- conda install -c conda-forge nose2
- ```
-ddt (π₯27 Β· β 390) - Data-Driven Tests for Python Unittest. MIT
- [GitHub](https://github.com/datadriventests/ddt) (π¨βπ» 34 Β· π 96 Β· π¦ 3.6K Β· π 47 - 36% open Β· β±οΈ 12.03.2021):
@@ -2254,7 +2287,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/datadriventests/ddt
```
-- [PyPi](https://pypi.org/project/ddt) (π₯ 290K / month Β· π¦ 2.5K Β· β±οΈ 15.05.2020):
+- [PyPi](https://pypi.org/project/ddt) (π₯ 300K / month Β· π¦ 2.5K Β· β±οΈ 15.05.2020):
```
pip install ddt
```
@@ -2279,6 +2312,22 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge green
```
nose2 (π₯26 Β· β 680) - The successor to nose, based on unittest2. BSD-3
+
+- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 71 Β· π 130 Β· π¦ 3.8K Β· π 250 - 21% open Β· β±οΈ 10.03.2021):
+
+ ```
+ git clone https://github.com/nose-devs/nose2
+ ```
+- [PyPi](https://pypi.org/project/nose2) (π₯ 430K / month Β· π¦ 1.9K Β· β±οΈ 27.01.2021):
+ ```
+ pip install nose2
+ ```
+- [Conda](https://anaconda.org/conda-forge/nose2) (π₯ 32K Β· β±οΈ 02.02.2020):
+ ```
+ conda install -c conda-forge nose2
+ ```
+pytest-mypy (π₯26 Β· β 190) - Mypy static type checker plugin for Pytest. MIT
- [GitHub](https://github.com/dbader/pytest-mypy) (π¨βπ» 15 Β· π 31 Β· π¦ 1.1K Β· π 43 - 20% open Β· β±οΈ 16.06.2021):
@@ -2286,18 +2335,18 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/dbader/pytest-mypy
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 250K / month Β· π¦ 270 Β· β±οΈ 21.03.2021):
+- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 260K / month Β· π¦ 270 Β· β±οΈ 21.03.2021):
```
pip install pytest-mypy
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 10K Β· β±οΈ 24.11.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-mypy) (π₯ 11K Β· β±οΈ 24.11.2020):
```
conda install -c conda-forge pytest-mypy
```
pytest-bdd (π₯25 Β· β 830) - BDD library for the py.test runner. MIT
+pytest-bdd (π₯25 Β· β 840) - BDD library for the py.test runner. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 40 Β· π 140 Β· π 230 - 44% open Β· β±οΈ 29.04.2021):
+- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 40 Β· π 140 Β· π 230 - 43% open Β· β±οΈ 29.04.2021):
```
git clone https://github.com/pytest-dev/pytest-bdd
@@ -2306,7 +2355,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install pytest-bdd
```
-- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 31K Β· β±οΈ 03.02.2020):
+- [Conda](https://anaconda.org/conda-forge/pytest-bdd) (π₯ 32K Β· β±οΈ 03.02.2020):
```
conda install -c conda-forge pytest-bdd
```
@@ -2318,7 +2367,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/asv) (π₯ 19K / month Β· π¦ 88 Β· β±οΈ 16.05.2020):
+- [PyPi](https://pypi.org/project/asv) (π₯ 21K / month Β· π¦ 88 Β· β±οΈ 16.05.2020):
```
pip install asv
```
@@ -2327,18 +2376,18 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge asv
```
PyHamcrest (π₯25 Β· β 550) - Hamcrest matchers for Python. BSD-3
+PyHamcrest (π₯25 Β· β 560) - Hamcrest matchers for Python. BSD-3
-- [GitHub](https://github.com/hamcrest/PyHamcrest) (π¨βπ» 34 Β· π 84 Β· π 60 - 20% open Β· β±οΈ 08.03.2021):
+- [GitHub](https://github.com/hamcrest/PyHamcrest) (π¨βπ» 34 Β· π 84 Β· π 60 - 20% open Β· β±οΈ 30.06.2021):
```
git clone https://github.com/hamcrest/PyHamcrest
```
-- [PyPi](https://pypi.org/project/pyhamcrest) (π₯ 930K / month Β· π¦ 3.4K Β· β±οΈ 02.03.2020):
+- [PyPi](https://pypi.org/project/pyhamcrest) (π₯ 950K / month Β· π¦ 3.4K Β· β±οΈ 02.03.2020):
```
pip install pyhamcrest
```
-- [Conda](https://anaconda.org/conda-forge/pyhamcrest) (π₯ 360K Β· β±οΈ 02.03.2020):
+- [Conda](https://anaconda.org/conda-forge/pyhamcrest) (π₯ 370K Β· β±οΈ 02.03.2020):
```
conda install -c conda-forge pyhamcrest
```
@@ -2350,7 +2399,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 81K / month Β· β±οΈ 20.06.2021):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 84K / month Β· β±οΈ 20.06.2021):
```
pip install pytest-testinfra
```
@@ -2362,27 +2411,11 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/xiaocong/uiautomator
```
-- [PyPi](https://pypi.org/project/uiautomator) (π₯ 14K / month Β· π¦ 120 Β· β±οΈ 16.11.2020):
+- [PyPi](https://pypi.org/project/uiautomator) (π₯ 16K / month Β· π¦ 120 Β· β±οΈ 16.11.2020):
```
pip install uiautomator
```
pytest-testmon (π₯24 Β· β 480) - Selects tests affected by changed files. Continous.. βοΈAGPL-3.0
-
-- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 16 Β· π 28 Β· π¦ 310 Β· π 110 - 25% open Β· β±οΈ 30.04.2021):
-
- ```
- git clone https://github.com/tarpas/pytest-testmon
- ```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 78K / month Β· π¦ 98 Β· β±οΈ 28.04.2021):
- ```
- pip install pytest-testmon
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 31K Β· β±οΈ 03.08.2019):
- ```
- conda install -c conda-forge pytest-testmon
- ```
-Mamba Test Runner (π₯24 Β· β 470 Β· π€) - The definitive testing tool for Python. Born under the.. MIT
- [GitHub](https://github.com/nestorsalceda/mamba) (π¨βπ» 22 Β· π 64 Β· π 97 - 46% open Β· β±οΈ 16.11.2020):
@@ -2390,24 +2423,24 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/nestorsalceda/mamba
```
-- [PyPi](https://pypi.org/project/mamba) (π₯ 26K / month Β· π¦ 220 Β· β±οΈ 16.11.2020):
+- [PyPi](https://pypi.org/project/mamba) (π₯ 24K / month Β· π¦ 220 Β· β±οΈ 16.11.2020):
```
pip install mamba
```
xdoctest (π₯24 Β· β 96) - A rewrite of Python's builtin doctest module (with pytest plugin.. Apache-2
-- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 5 Β· π 5 Β· π¦ 1.1K Β· π 32 - 50% open Β· β±οΈ 19.02.2021):
+- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 5 Β· π 5 Β· π¦ 1.1K Β· π 33 - 48% open Β· β±οΈ 28.06.2021):
```
git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 79K / month Β· π¦ 52 Β· β±οΈ 29.01.2021):
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 80K / month Β· π¦ 52 Β· β±οΈ 28.06.2021):
```
pip install xdoctest
```
nox (π₯23 Β· β 570) - Flexible test automation for Python. Apache-2
+nox (π₯23 Β· β 580) - Flexible test automation for Python. Apache-2
- [GitHub](https://github.com/theacodes/nox) (π¨βπ» 59 Β· π 95 Β· π 220 - 15% open Β· β±οΈ 20.06.2021):
@@ -2418,19 +2451,35 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install nox
```
-- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 31K Β· β±οΈ 20.06.2021):
+- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 32K Β· β±οΈ 20.06.2021):
```
conda install -c conda-forge nox
```
pytest-randomly (π₯23 Β· β 320) - Pytest plugin to randomly order tests and control random.seed. MIT
+pytest-testmon (π₯23 Β· β 480) - Selects tests affected by changed files. Continous.. βοΈAGPL-3.0
+
+- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 16 Β· π 28 Β· π¦ 310 Β· π 110 - 25% open Β· β±οΈ 30.04.2021):
+
+ ```
+ git clone https://github.com/tarpas/pytest-testmon
+ ```
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 75K / month Β· π¦ 98 Β· β±οΈ 28.04.2021):
+ ```
+ pip install pytest-testmon
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-testmon) (π₯ 31K Β· β±οΈ 03.08.2019):
+ ```
+ conda install -c conda-forge pytest-testmon
+ ```
+pytest-randomly (π₯23 Β· β 330) - Pytest plugin to randomly order tests and control random.seed. MIT
- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 15 Β· π 22 Β· π 43 - 16% open Β· β±οΈ 22.06.2021):
```
git clone https://github.com/pytest-dev/pytest-randomly
```
-- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 400K / month Β· π¦ 210 Β· β±οΈ 10.05.2021):
+- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 340K / month Β· π¦ 210 Β· β±οΈ 10.05.2021):
```
pip install pytest-randomly
```
@@ -2442,7 +2491,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/sixpack/sixpack
```
-- [PyPi](https://pypi.org/project/sixpack) (π₯ 320 / month Β· π¦ 4 Β· β±οΈ 22.11.2017):
+- [PyPi](https://pypi.org/project/sixpack) (π₯ 280 / month Β· π¦ 4 Β· β±οΈ 22.11.2017):
```
pip install sixpack
```
@@ -2454,14 +2503,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/avast/pytest-docker
```
-- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 28K / month Β· π¦ 28 Β· β±οΈ 14.06.2021):
+- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 32K / month Β· π¦ 28 Β· β±οΈ 14.06.2021):
```
pip install pytest-docker
```
Show 8 hidden projects...
-- nose (π₯32 Β· β 1.3K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
+- nose (π₯31 Β· β 1.3K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
- pytest-watch (π₯24 Β· β 570 Β· π) - Local continuous test runner with pytest and watchdog. MIT BSD-3
- pytest-lazy-fixture (π₯21 Β· β 190 Β· π) - It helps to use fixtures in pytest.mark.parametrize. MIT pyinstaller (π₯34 Β· β 8.2K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 400 Β· π 1.7K Β· π₯ 710K Β· π¦ 18K Β· π 4.2K - 8% open Β· β±οΈ 17.06.2021):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 400 Β· π 1.7K Β· π₯ 710K Β· π¦ 18K Β· π 4.2K - 8% open Β· β±οΈ 28.06.2021):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 580K / month Β· β±οΈ 17.04.2021):
+- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 570K / month Β· β±οΈ 17.04.2021):
```
pip install pyinstaller
```
@@ -2494,41 +2543,41 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge pyinstaller
```
packaging (π₯31 Β· β 310) - Core utilities for Python packages. BSD-2
+packaging (π₯30 Β· β 310) - Core utilities for Python packages. BSD-2
-- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 70 Β· π 150 Β· π₯ 96 Β· π¦ 220K Β· π 200 - 26% open Β· β±οΈ 19.06.2021):
+- [GitHub](https://github.com/pypa/packaging) (π¨βπ» 70 Β· π 150 Β· π₯ 100 Β· π¦ 220K Β· π 200 - 26% open Β· β±οΈ 19.06.2021):
```
git clone https://github.com/pypa/packaging
```
-- [PyPi](https://pypi.org/project/packaging) (π₯ 57M / month Β· π¦ 29K Β· β±οΈ 29.01.2021):
+- [PyPi](https://pypi.org/project/packaging) (π₯ 59M / month Β· π¦ 29K Β· β±οΈ 29.01.2021):
```
pip install packaging
```
-- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 7.9M Β· β±οΈ 04.02.2021):
+- [Conda](https://anaconda.org/conda-forge/packaging) (π₯ 8M Β· β±οΈ 04.02.2021):
```
conda install -c conda-forge packaging
```
Nuitka (π₯27 Β· β 5.3K) - Nuitka is a Python compiler written in Python. It's fully compatible.. Apache-2
+Nuitka (π₯27 Β· β 5.4K) - Nuitka is a Python compiler written in Python. It's fully compatible.. Apache-2
-- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 98 Β· π 310 Β· π 940 - 21% open Β· β±οΈ 19.06.2021):
+- [GitHub](https://github.com/Nuitka/Nuitka) (π¨βπ» 98 Β· π 310 Β· π 940 - 21% open Β· β±οΈ 25.06.2021):
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 26K / month Β· π¦ 54 Β· β±οΈ 24.06.2021):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 27K / month Β· π¦ 54 Β· β±οΈ 01.07.2021):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 290K Β· β±οΈ 07.06.2021):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 290K Β· β±οΈ 25.06.2021):
```
conda install -c conda-forge nuitka
```
pex (π₯26 Β· β 1.9K) - A library and tool for generating .pex (Python EXecutable) files. Apache-2
-- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 99 Β· π 200 Β· π₯ 320K Β· π 690 - 19% open Β· β±οΈ 21.06.2021):
+- [GitHub](https://github.com/pantsbuild/pex) (π¨βπ» 99 Β· π 200 Β· π₯ 330K Β· π 690 - 19% open Β· β±οΈ 21.06.2021):
```
git clone https://github.com/pantsbuild/pex
@@ -2538,70 +2587,82 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pip install pex
```
briefcase (π₯25 Β· β 1.2K Β· β) - Tools to support converting a Python project into a standalone.. BSD-3
+
+- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 82 Β· π 190 Β· π 330 - 31% open Β· β±οΈ 07.06.2021):
+
+ ```
+ git clone https://github.com/beeware/briefcase
+ ```
+- [PyPi](https://pypi.org/project/briefcase) (π₯ 2.5K / month Β· π¦ 24 Β· β±οΈ 06.03.2021):
+ ```
+ pip install briefcase
+ ```
+py2exe (π₯24 Β· β 240) - A distutils extension to create standalone Windows programs from Python code. MIT
-- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 14 Β· π 36 Β· π₯ 9.7K Β· π¦ 1.2K Β· π 73 - 6% open Β· β±οΈ 24.04.2021):
+- [GitHub](https://github.com/py2exe/py2exe) (π¨βπ» 14 Β· π 37 Β· π₯ 9.7K Β· π¦ 1.2K Β· π 73 - 6% open Β· β±οΈ 24.04.2021):
```
git clone https://github.com/py2exe/py2exe
```
-- [PyPi](https://pypi.org/project/py2exe) (π₯ 23K / month Β· π¦ 350 Β· β±οΈ 24.04.2021):
+- [PyPi](https://pypi.org/project/py2exe) (π₯ 22K / month Β· π¦ 350 Β· β±οΈ 24.04.2021):
```
pip install py2exe
```
py2app (π₯24 Β· β 130) - py2app is a Python setuptools command which will allow you to make.. MIT
+py2app (π₯24 Β· β 140) - py2app is a Python setuptools command which will allow you to make.. MIT
- [GitHub](https://github.com/ronaldoussoren/py2app) (π¨βπ» 24 Β· π 9 Β· π¦ 3.7K Β· π 350 - 43% open Β· β±οΈ 06.04.2021):
```
git clone https://github.com/ronaldoussoren/py2app
```
-- [PyPi](https://pypi.org/project/py2app) (π₯ 13K / month Β· π¦ 1.6K Β· β±οΈ 06.04.2021):
+- [PyPi](https://pypi.org/project/py2app) (π₯ 12K / month Β· π¦ 1.6K Β· β±οΈ 06.04.2021):
```
pip install py2app
```
cx_Freeze (π₯22 Β· β 720) - Create standalone executables from Python scripts, with the same.. Python-2.0
+shiv (π₯22 Β· β 1.2K) - shiv is a command line utility for building fully self contained Python.. BSD-2
+
+- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 33 Β· π 69 Β· π₯ 140 Β· π 87 - 31% open Β· β±οΈ 28.06.2021):
+
+ ```
+ git clone https://github.com/linkedin/shiv
+ ```
+- [PyPi](https://pypi.org/project/shiv) (π₯ 8.2K / month Β· π¦ 10 Β· β±οΈ 30.04.2021):
+ ```
+ pip install shiv
+ ```
+cx_Freeze (π₯22 Β· β 730) - Create standalone executables from Python scripts, with the same.. Python-2.0
- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 90 Β· π 160 Β· π 660 - 9% open Β· β±οΈ 23.06.2021):
```
git clone https://github.com/marcelotduarte/cx_Freeze
```
-- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 41K / month Β· π¦ 150 Β· β±οΈ 16.12.2017):
+- [PyPi](https://pypi.org/project/cx_freeze) (π₯ 43K / month Β· π¦ 150 Β· β±οΈ 16.12.2017):
```
pip install cx_freeze
```
-- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 77K Β· β±οΈ 17.04.2021):
+- [Conda](https://anaconda.org/conda-forge/cx_freeze) (π₯ 79K Β· β±οΈ 17.04.2021):
```
conda install -c conda-forge cx_freeze
```
pynsist (π₯22 Β· β 710) - Build Windows installers for Python applications. MIT
-- [GitHub](https://github.com/takluyver/pynsist) (π¨βπ» 28 Β· π 100 Β· π 150 - 16% open Β· β±οΈ 21.06.2021):
+- [GitHub](https://github.com/takluyver/pynsist) (π¨βπ» 28 Β· π 100 Β· π 160 - 16% open Β· β±οΈ 21.06.2021):
```
git clone https://github.com/takluyver/pynsist
```
-- [PyPi](https://pypi.org/project/pynsist) (π₯ 5.7K / month Β· π¦ 88 Β· β±οΈ 28.03.2021):
+- [PyPi](https://pypi.org/project/pynsist) (π₯ 6.7K / month Β· π¦ 88 Β· β±οΈ 28.03.2021):
```
pip install pynsist
```
shiv (π₯21 Β· β 1.2K) - shiv is a command line utility for building fully self contained Python.. BSD-2
-
-- [GitHub](https://github.com/linkedin/shiv) (π¨βπ» 33 Β· π 69 Β· π₯ 140 Β· π 86 - 31% open Β· β±οΈ 23.06.2021):
-
- ```
- git clone https://github.com/linkedin/shiv
- ```
-- [PyPi](https://pypi.org/project/shiv) (π₯ 8K / month Β· π¦ 10 Β· β±οΈ 30.04.2021):
- ```
- pip install shiv
- ```
-xar (π₯20 Β· β 1.5K) - executable archive format. BSD-3
- [GitHub](https://github.com/facebookincubator/xar) (π¨βπ» 22 Β· π 45 Β· π¦ 15 Β· π 29 - 27% open Β· β±οΈ 02.06.2021):
@@ -2609,7 +2670,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/facebookincubator/xar
```
-- [PyPi](https://pypi.org/project/xar) (π₯ 160 / month Β· β±οΈ 02.12.2020):
+- [PyPi](https://pypi.org/project/xar) (π₯ 200 / month Β· β±οΈ 02.12.2020):
```
pip install xar
```
@@ -2628,7 +2689,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
PyOxidizer (π₯15 Β· β 3.1K) - A modern Python application packaging and distribution tool. MPL-2.0
-- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 34 Β· π 110 Β· π₯ 340 Β· π 340 - 58% open Β· β±οΈ 06.06.2021):
+- [GitHub](https://github.com/indygreg/PyOxidizer) (π¨βπ» 34 Β· π 110 Β· π₯ 360 Β· π 340 - 58% open Β· β±οΈ 06.06.2021):
```
git clone https://github.com/indygreg/PyOxidizer
@@ -2637,7 +2698,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
Show 2 hidden projects...
- subpar (π₯13 Β· β 480 Β· π) - Subpar is a utility for creating self-contained python.. Apache-2
-- pyship (π₯11 Β· β 11 Β· π) - pyship - ship Python desktop apps to end users. MIT
+- pyship (π₯11 Β· β 12) - pyship - ship Python desktop apps to end users. MIT
@@ -2652,18 +2713,18 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (π₯ 96M / month Β· π¦ 58K Β· β±οΈ 23.05.2021):
+- [PyPi](https://pypi.org/project/setuptools) (π₯ 97M / month Β· π¦ 58K Β· β±οΈ 23.05.2021):
```
pip install setuptools
```
-- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 23M Β· β±οΈ 08.01.2021):
+- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 23M Β· β±οΈ 28.06.2021):
```
conda install -c conda-forge setuptools
```
buildbot (π₯31 Β· β 4.6K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
-- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 790 Β· π 1.5K Β· π₯ 15K Β· π¦ 250 Β· π 1.3K - 48% open Β· β±οΈ 24.06.2021):
+- [GitHub](https://github.com/buildbot/buildbot) (π¨βπ» 790 Β· π 1.5K Β· π₯ 15K Β· π¦ 250 Β· π 1.3K - 48% open Β· β±οΈ 30.06.2021):
```
git clone https://github.com/buildbot/buildbot
@@ -2679,7 +2740,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
invoke (π₯31 Β· β 3.3K) - Pythonic task management & command execution. BSD-2
-- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 56 Β· π 280 Β· π¦ 8K Β· π 660 - 45% open Β· β±οΈ 06.06.2021):
+- [GitHub](https://github.com/pyinvoke/invoke) (π¨βπ» 56 Β· π 280 Β· π¦ 8.1K Β· π 660 - 45% open Β· β±οΈ 06.06.2021):
```
git clone https://github.com/pyinvoke/invoke
@@ -2688,7 +2749,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install invoke
```
-- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 330K Β· β±οΈ 06.01.2021):
+- [Conda](https://anaconda.org/conda-forge/invoke) (π₯ 340K Β· β±οΈ 06.01.2021):
```
conda install -c conda-forge invoke
```
@@ -2700,7 +2761,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/pypa/wheel
```
-- [PyPi](https://pypi.org/project/wheel) (π₯ 74M / month Β· π¦ 63K Β· β±οΈ 13.12.2020):
+- [PyPi](https://pypi.org/project/wheel) (π₯ 77M / month Β· π¦ 63K Β· β±οΈ 13.12.2020):
```
pip install wheel
```
@@ -2709,7 +2770,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge wheel
```
twine (π₯30 Β· β 1.1K Β· π) - Utilities for interacting with PyPI. Apache-2
+twine (π₯30 Β· β 1.1K) - Utilities for interacting with PyPI. Apache-2
- [GitHub](https://github.com/pypa/twine) (π¨βπ» 100 Β· π 240 Β· π¦ 42K Β· π 360 - 12% open Β· β±οΈ 19.06.2021):
@@ -2725,38 +2786,38 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge twine
```
scons (π₯28 Β· β 1.2K) - SCons - a software construction tool. MIT
+flit (π₯27 Β· β 1.4K) - Simplified packaging of Python modules. BSD-3
+
+- [GitHub](https://github.com/takluyver/flit) (π¨βπ» 42 Β· π 74 Β· π 240 - 34% open Β· β±οΈ 02.04.2021):
+
+ ```
+ git clone https://github.com/takluyver/flit
+ ```
+- [PyPi](https://pypi.org/project/flit) (π₯ 80K / month Β· π¦ 230 Β· β±οΈ 01.03.2021):
+ ```
+ pip install flit
+ ```
+- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 86K Β· β±οΈ 22.03.2021):
+ ```
+ conda install -c conda-forge flit
+ ```
+scons (π₯27 Β· β 1.2K) - SCons - a software construction tool. MIT
- [GitHub](https://github.com/SCons/scons) (π¨βπ» 130 Β· π 210 Β· π₯ 360 Β· π 3.3K - 20% open Β· β±οΈ 21.06.2021):
```
git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/scons) (π₯ 160K / month Β· π¦ 50 Β· β±οΈ 17.12.2019):
+- [PyPi](https://pypi.org/project/scons) (π₯ 170K / month Β· π¦ 50 Β· β±οΈ 17.12.2019):
```
pip install scons
```
-- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 200K Β· β±οΈ 20.01.2021):
+- [Conda](https://anaconda.org/conda-forge/scons) (π₯ 200K Β· β±οΈ 29.06.2021):
```
conda install -c conda-forge scons
```
flit (π₯27 Β· β 1.4K) - Simplified packaging of Python modules. BSD-3
-
-- [GitHub](https://github.com/takluyver/flit) (π¨βπ» 42 Β· π 73 Β· π 240 - 34% open Β· β±οΈ 02.04.2021):
-
- ```
- git clone https://github.com/takluyver/flit
- ```
-- [PyPi](https://pypi.org/project/flit) (π₯ 84K / month Β· π¦ 230 Β· β±οΈ 01.03.2021):
- ```
- pip install flit
- ```
-- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 85K Β· β±οΈ 22.03.2021):
- ```
- conda install -c conda-forge flit
- ```
-doit (π₯27 Β· β 1K) - task management & automation tool. MIT
- [GitHub](https://github.com/pydoit/doit) (π¨βπ» 56 Β· π 120 Β· π¦ 720 Β· π 260 - 25% open Β· β±οΈ 14.05.2021):
@@ -2764,11 +2825,11 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/pydoit/doit
```
-- [PyPi](https://pypi.org/project/doit) (π₯ 210K / month Β· π¦ 470 Β· β±οΈ 04.09.2020):
+- [PyPi](https://pypi.org/project/doit) (π₯ 220K / month Β· π¦ 470 Β· β±οΈ 04.09.2020):
```
pip install doit
```
-- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 58K Β· β±οΈ 11.10.2020):
+- [Conda](https://anaconda.org/conda-forge/doit) (π₯ 59K Β· β±οΈ 11.10.2020):
```
conda install -c conda-forge doit
```
@@ -2780,14 +2841,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (π₯ 18K / month Β· π¦ 110 Β· β±οΈ 07.05.2021):
+- [PyPi](https://pypi.org/project/pybuilder) (π₯ 19K / month Β· π¦ 110 Β· β±οΈ 07.05.2021):
```
pip install pybuilder
```
setuptools_scm (π₯25 Β· β 470) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 85 Β· π 140 Β· π 340 - 21% open Β· β±οΈ 16.06.2021):
+- [GitHub](https://github.com/pypa/setuptools_scm) (π¨βπ» 87 Β· π 140 Β· π 340 - 21% open Β· β±οΈ 25.06.2021):
```
git clone https://github.com/pypa/setuptools_scm
@@ -2796,7 +2857,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install setuptools_scm
```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 670K Β· β±οΈ 17.03.2021):
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 680K Β· β±οΈ 17.03.2021):
```
conda install -c conda-forge setuptools_scm
```
@@ -2817,14 +2878,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge paver
```
universal-build (π₯13 Β· β 12) - Universal build utilities for containerized build pipelines. MIT
+universal-build (π₯12 Β· β 12) - Universal build utilities for containerized build pipelines. MIT
- [GitHub](https://github.com/ml-tooling/universal-build) (π¨βπ» 4 Β· π 3 Β· π₯ 15 Β· β±οΈ 19.04.2021):
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 330 / month Β· β±οΈ 12.12.2020):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 310 / month Β· β±οΈ 12.12.2020):
```
pip install universal-build
```
@@ -2842,23 +2903,23 @@ This curated list contains 250 awesome open-source projects with a total of 590K
psutil (π₯35 Β· β 7.4K) - Cross-platform lib for process and system monitoring in Python. BSD-3
-- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 160 Β· π 1.1K Β· π¦ 91K Β· π 1.5K - 12% open Β· β±οΈ 06.06.2021):
+- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 160 Β· π 1.1K Β· π¦ 92K Β· π 1.5K - 12% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 23M / month Β· π¦ 25K Β· β±οΈ 19.12.2020):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 24M / month Β· π¦ 25K Β· β±οΈ 19.12.2020):
```
pip install psutil
```
-- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 7.1M Β· β±οΈ 19.04.2021):
+- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 7.2M Β· β±οΈ 29.06.2021):
```
conda install -c conda-forge psutil
```
Glances (π₯30 Β· β 19K) - Glances an Eye on your system. A top/htop alternative for.. βοΈLGPL-3.0
-- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 140 Β· π 1.2K Β· π₯ 430 Β· π¦ 310 Β· π 1.4K - 14% open Β· β±οΈ 20.06.2021):
+- [GitHub](https://github.com/nicolargo/glances) (π¨βπ» 140 Β· π 1.2K Β· π₯ 430 Β· π¦ 310 Β· π 1.4K - 14% open Β· β±οΈ 27.06.2021):
```
git clone https://github.com/nicolargo/glances
@@ -2872,26 +2933,26 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge glances
```
py-spy (π₯30 Β· β 7K) - Sampling profiler for Python programs. MIT
+py-spy (π₯30 Β· β 7.1K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 26 Β· π 250 Β· π₯ 5.4K Β· π¦ 900 Β· π 210 - 28% open Β· β±οΈ 09.06.2021):
+- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 26 Β· π 250 Β· π₯ 5.5K Β· π¦ 910 Β· π 210 - 28% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 680K / month Β· π¦ 50 Β· β±οΈ 16.05.2021):
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 710K / month Β· π¦ 50 Β· β±οΈ 16.05.2021):
```
pip install py-spy
```
line_profiler (π₯28 Β· β 3.5K Β· π) - Line-by-line profiling for Python. BSD-3
+line_profiler (π₯28 Β· β 3.5K) - Line-by-line profiling for Python. BSD-3
-- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 24 Β· π 250 Β· π 45 - 73% open Β· β±οΈ 04.06.2021):
+- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 25 Β· π 250 Β· π 45 - 73% open Β· β±οΈ 25.06.2021):
```
git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/line_profiler) (π₯ 350K / month Β· π¦ 690 Β· β±οΈ 20.12.2017):
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 320K / month Β· π¦ 690 Β· β±οΈ 20.12.2017):
```
pip install line_profiler
```
@@ -2907,14 +2968,14 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/pythonprofilers/memory_profiler
```
-- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 480K / month Β· π¦ 530 Β· β±οΈ 16.08.2018):
+- [PyPi](https://pypi.org/project/memory_profiler) (π₯ 470K / month Β· π¦ 530 Β· β±οΈ 16.08.2018):
```
pip install memory_profiler
```
pyinstrument (π₯27 Β· β 2.8K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
-- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 27 Β· π 110 Β· π¦ 280 Β· π 80 - 25% open Β· β±οΈ 03.05.2021):
+- [GitHub](https://github.com/joerick/pyinstrument) (π¨βπ» 29 Β· π 110 Β· π¦ 280 Β· π 83 - 27% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/joerick/pyinstrument
@@ -2923,35 +2984,35 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install pyinstrument
```
-- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 73K Β· β±οΈ 03.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pyinstrument) (π₯ 74K Β· β±οΈ 03.05.2021):
```
conda install -c conda-forge pyinstrument
```
Yappi (π₯26 Β· β 650) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT
+Yappi (π₯26 Β· β 660) - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. MIT
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 24 Β· π 47 Β· π¦ 420 Β· π 46 - 30% open Β· β±οΈ 01.06.2021):
+- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 24 Β· π 47 Β· π¦ 430 Β· π 46 - 30% open Β· β±οΈ 01.06.2021):
```
git clone https://github.com/sumerc/yappi
```
-- [PyPi](https://pypi.org/project/yappi) (π₯ 120K / month Β· π¦ 640 Β· β±οΈ 27.11.2020):
+- [PyPi](https://pypi.org/project/yappi) (π₯ 150K / month Β· π¦ 640 Β· β±οΈ 27.11.2020):
```
pip install yappi
```
-- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 81K Β· β±οΈ 28.11.2020):
+- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 82K Β· β±οΈ 28.11.2020):
```
conda install -c conda-forge yappi
```
pympler (π₯25 Β· β 780 Β· π€) - Development tool to measure, monitor and analyze the memory.. Apache-2
+pympler (π₯25 Β· β 790 Β· π€) - Development tool to measure, monitor and analyze the memory.. Apache-2
- [GitHub](https://github.com/pympler/pympler) (π¨βπ» 26 Β· π 67 Β· π 78 - 41% open Β· β±οΈ 15.10.2020):
```
git clone https://github.com/pympler/pympler
```
-- [PyPi](https://pypi.org/project/pympler) (π₯ 210K / month Β· π¦ 480 Β· β±οΈ 14.10.2020):
+- [PyPi](https://pypi.org/project/pympler) (π₯ 220K / month Β· π¦ 480 Β· β±οΈ 14.10.2020):
```
pip install pympler
```
@@ -2962,12 +3023,12 @@ This curated list contains 250 awesome open-source projects with a total of 590K
Scalene (π₯24 Β· β 4.1K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
-- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 19 Β· π 140 Β· π¦ 44 Β· π 120 - 18% open Β· β±οΈ 09.06.2021):
+- [GitHub](https://github.com/plasma-umass/scalene) (π¨βπ» 19 Β· π 140 Β· π¦ 46 Β· π 120 - 21% open Β· β±οΈ 29.06.2021):
```
- git clone https://github.com/emeryberger/scalene
+ git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (π₯ 5.7K / month Β· β±οΈ 04.06.2021):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 5.8K / month Β· β±οΈ 29.06.2021):
```
pip install scalene
```
@@ -2979,7 +3040,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/aristocratos/bpytop
```
-- [PyPi](https://pypi.org/project/bpytop) (π₯ 12K / month Β· β±οΈ 07.06.2021):
+- [PyPi](https://pypi.org/project/bpytop) (π₯ 11K / month Β· β±οΈ 07.06.2021):
```
pip install bpytop
```
@@ -2991,7 +3052,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/nvdv/vprof
```
-- [PyPi](https://pypi.org/project/vprof) (π₯ 2.8K / month Β· π¦ 18 Β· β±οΈ 29.02.2020):
+- [PyPi](https://pypi.org/project/vprof) (π₯ 3.1K / month Β· π¦ 18 Β· β±οΈ 29.02.2020):
```
pip install vprof
```
@@ -3008,11 +3069,13 @@ This curated list contains 250 awesome open-source projects with a total of 590K
pip install profiling
```
Show 3 hidden projects...
+Show 5 hidden projects...
-- Diamond (π₯27 Β· β 1.6K Β· π) - Diamond is a python daemon that collects system metrics and publishes.. MIT
+- Diamond (π₯26 Β· β 1.6K Β· π) - Diamond is a python daemon that collects system metrics and publishes.. MIT
- memory_profiler (π₯23 Β· β 63 Β· π) - Monitor Memory usage of Python code. BSD-3
-- pyheat (π₯18 Β· β 500 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
+- pyheat (π₯18 Β· β 510 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
+- heartrate (π₯17 Β· β 1.3K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
+- livepython (π₯12 Β· β 2.5K Β· π) - Visually trace Python code in real-time. MIT
@@ -3022,16 +3085,32 @@ This curated list contains 250 awesome open-source projects with a total of 590K
typed_ast (π₯29 Β· β 180) - Modified fork of CPython's ast module that parses `# type:`.. Apache-2
-- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 21 Β· π 46 Β· π 81 - 7% open Β· β±οΈ 12.04.2021):
+- [GitHub](https://github.com/python/typed_ast) (π¨βπ» 21 Β· π 48 Β· π 80 - 6% open Β· β±οΈ 12.04.2021):
```
git clone https://github.com/python/typed_ast
```
-- [PyPi](https://pypi.org/project/typed_ast) (π₯ 18M / month Β· π¦ 10K Β· β±οΈ 11.04.2021):
+- [PyPi](https://pypi.org/project/typed_ast) (π₯ 19M / month Β· π¦ 10K Β· β±οΈ 11.04.2021):
```
pip install typed_ast
```
gast (π₯28 Β· β 110 Β· π) - Python AST that abstracts the underlying Python version. BSD-3
+
+- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 22 Β· π¦ 60K Β· π 23 - 8% open Β· β±οΈ 28.06.2021):
+
+ ```
+ git clone https://github.com/serge-sans-paille/gast
+ ```
+- [PyPi](https://pypi.org/project/gast) (π₯ 8.4M / month Β· π¦ 3.4K Β· β±οΈ 28.06.2021):
+ ```
+ pip install gast
+ ```
+- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 1.1M Β· β±οΈ 29.06.2021):
+ ```
+ conda install -c conda-forge gast
+ ```
+astor (π₯27 Β· β 590) - Python AST read/write. BSD-3
- [GitHub](https://github.com/berkerpeksag/astor) (π¨βπ» 31 Β· π 81 Β· π 110 - 32% open Β· β±οΈ 15.03.2021):
@@ -3039,7 +3118,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
git clone https://github.com/berkerpeksag/astor
```
-- [PyPi](https://pypi.org/project/astor) (π₯ 3.5M / month Β· π¦ 3.8K Β· β±οΈ 10.12.2019):
+- [PyPi](https://pypi.org/project/astor) (π₯ 3.8M / month Β· π¦ 3.8K Β· β±οΈ 10.12.2019):
```
pip install astor
```
@@ -3048,25 +3127,9 @@ This curated list contains 250 awesome open-source projects with a total of 590K
conda install -c conda-forge astor
```
gast (π₯26 Β· β 110 Β· π€) - Python AST that abstracts the underlying Python version. BSD-3
-
-- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 10 Β· π 22 Β· π¦ 59K Β· π 25 - 16% open Β· β±οΈ 26.11.2020):
-
- ```
- git clone https://github.com/serge-sans-paille/gast
- ```
-- [PyPi](https://pypi.org/project/gast) (π₯ 7.9M / month Β· π¦ 3.4K Β· β±οΈ 07.08.2020):
- ```
- pip install gast
- ```
-- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 1.1M Β· β±οΈ 07.08.2020):
- ```
- conda install -c conda-forge gast
- ```
-asteval (π₯24 Β· β 120) - minimalistic evaluator of python expression using ast module. MIT
-- [GitHub](https://github.com/newville/asteval) (π¨βπ» 18 Β· π 32 Β· π¦ 570 Β· π 50 - 12% open Β· β±οΈ 22.06.2021):
+- [GitHub](https://github.com/newville/asteval) (π¨βπ» 18 Β· π 32 Β· π¦ 580 Β· π 50 - 12% open Β· β±οΈ 22.06.2021):
```
git clone https://github.com/newville/asteval
@@ -3090,9 +3153,9 @@ This curated list contains 250 awesome open-source projects with a total of 590K
-pre-commit (π₯32 Β· β 6.1K) - A framework for managing and maintaining multi-language pre-commit.. MIT
+pre-commit (π₯32 Β· β 6.2K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 120 Β· π 450 Β· π₯ 7.2K Β· π 1.2K - 1% open Β· β±οΈ 22.06.2021):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 120 Β· π 450 Β· π₯ 7.6K Β· π 1.2K - 1% open Β· β±οΈ 29.06.2021):
```
git clone https://github.com/pre-commit/pre-commit
@@ -3101,7 +3164,7 @@ This curated list contains 250 awesome open-source projects with a total of 590K
```
pip install pre-commit
```
-- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 590K Β· β±οΈ 27.05.2021):
+- [Conda](https://anaconda.org/conda-forge/pre-commit) (π₯ 600K Β· β±οΈ 27.05.2021):
```
conda install -c conda-forge pre-commit
```
diff --git a/history/2021-07-01_changes.md b/history/2021-07-01_changes.md
new file mode 100644
index 0000000..34cd4af
--- /dev/null
+++ b/history/2021-07-01_changes.md
@@ -0,0 +1,32 @@
+## π Trending Up
+
+_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
+
+- pytest-mock (π₯30 Β· β 1.1K Β· π) - Thin-wrapper around the mock package for easier use with.. MIT BSD-3
+- pudb (π₯27 Β· β 2.1K Β· π) - Full-screen console debugger for Python. MIT
+- prospector (π₯27 Β· β 1.4K Β· π€) - Inspects Python source files and provides information about.. βοΈGPL-2.0
+- mypy-protobuf (π₯25 Β· β 360 Β· π) - open source tools to generate mypy stubs from protobufs. Apache-2
+
+## π Trending Down
+
+_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
+
+- autopep8 (π₯33 Β· β 3.8K Β· π) - A tool that automatically formats Python code to conform to the PEP.. MIT
+- pylint (π₯31 Β· β 3.4K Β· π) - It's not just a linter that annoys you!. βοΈGPL-2.0
+- freezegun (π₯31 Β· β 2.9K Β· π) - Let your Python tests travel through time. Apache-2
+- nose (π₯31 Β· β 1.3K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
+- loguru (π₯30 Β· β 9.2K Β· π) - Python logging made (stupidly) simple. MIT
+
+## β Added Projects
+
+_Projects that were recently added to this best-of list._
+
+- detect-secrets (π₯26 Β· β 1.9K Β· β) - An enterprise friendly way of detecting and preventing.. Apache-2
+- briefcase (π₯25 Β· β 1.2K Β· β) - Tools to support converting a Python project into a standalone.. BSD-3
+- pdoc3 (π₯25 Β· β 660 Β· β) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
+- wasabi (π₯25 Β· β 290 Β· β) - A lightweight console printing and formatting toolkit. MIT
+- python-devtools (π₯19 Β· β 350 Β· β) - Dev tools for python. MIT
+- heartrate (π₯17 Β· β 1.3K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
+- livepython (π₯12 Β· β 2.5K Β· π) - Visually trace Python code in real-time. MIT
+
diff --git a/history/2021-07-01_projects.csv b/history/2021-07-01_projects.csv
new file mode 100644
index 0000000..46d651b
--- /dev/null
+++ b/history/2021-07-01_projects.csv
@@ -0,0 +1,255 @@
+,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,labels,conda_id,pypi_id,open_issue_count,commit_count,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,dockerhub_id,github_release_downloads,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,cargo_id,new_addition,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,conda_forge,updated_github_id
+0,Python.org Packaging,https://packaging.python.org/overview/,True,An Overview of Packaging for Python.,packaging,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-web-python - Testing,https://github.com/ml-tooling/best-of-web-python,True,Testing libraries & tools for python web frameworks.,testing,0,True,ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000000,2021-07-01 14:17:58.000000,2021-06-29 14:49:52.000000,84.0,2.0,1270.0,2021-06-28 20:36:48.000000,2021.06.24,18.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,unittest,https://docs.python.org/3/library/unittest.html,True,Unittest is a test framework included in the Python standard library.,testing,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,38,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000000,2021-07-01 10:10:28.000000,2021-06-30 12:26:57.000000,1485.0,4663.0,4013.0,2021-05-20 12:58:02.000000,4.0.2,151.0,650.0,['sphinx'],conda-forge/sphinx,sphinx,786.0,17768.0,252112.0,147576.0,https://pypi.org/project/sphinx,2021-05-20 12:58:02.000000,104536.0,4033134.0,4092073.0,https://anaconda.org/conda-forge/sphinx,2021-05-25 19:47:42.185000,3477437.0,1.0,,,,,,,,,,,,,,,,
+4,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,37,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000000,2021-06-29 14:10:16.000000,2021-05-29 03:05:47.000000,1631.0,2885.0,22031.0,2021-05-29 03:10:16.000000,2021.5.29,298.0,383.0,,conda-forge/pipenv,pipenv,547.0,7058.0,22038.0,19764.0,https://pypi.org/project/pipenv,2021-05-29 03:10:16.000000,2274.0,3557142.0,3559068.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831000,40466.0,1.0,,,,,,,,,,,,,,,,
+5,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,37,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000000,2021-06-30 16:57:40.000000,2021-06-12 14:39:04.000000,951.0,513.0,18682.0,2021-06-12 16:21:58.000000,4.61.1,119.0,102.0,,conda-forge/tqdm,tqdm,286.0,1838.0,212213.0,185975.0,https://pypi.org/project/tqdm,2021-06-12 16:13:59.000000,26238.0,27418131.0,27528309.0,https://anaconda.org/conda-forge/tqdm,2021-06-12 17:32:34.551000,6710222.0,1.0,tqdm/tqdm,7900.0,https://hub.docker.com/r/tqdm/tqdm,2021-06-29 10:10:34.449743,1.0,3697.0,,,,,,,,,,
+6,mypy,https://github.com/python/mypy,,Optional static typing for Python 3 and 2 (PEP 484).,linters,36,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000000,2021-07-01 11:22:25.000000,2021-07-01 10:24:48.000000,1795.0,4682.0,10949.0,,,83.0,476.0,,conda-forge/mypy,mypy,1798.0,9600.0,43334.0,37250.0,https://pypi.org/project/mypy,2021-06-22 18:39:23.000000,6084.0,7358699.0,7381922.0,https://anaconda.org/conda-forge/mypy,2021-06-23 17:56:50.288000,1021853.0,1.0,,,,,,,,,,,,,,,,
+7,pytest,https://github.com/pytest-dev/pytest,,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",testing,36,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000000,2021-06-30 23:29:14.000000,2021-06-30 13:53:32.000000,1728.0,3884.0,7474.0,2021-05-04 16:22:25.000000,6.2.4,147.0,729.0,['pytest'],conda-forge/pytest,pytest,653.0,,467307.0,336723.0,https://pypi.org/project/pytest,2021-05-04 16:21:57.000000,130584.0,29442448.0,29581547.0,https://anaconda.org/conda-forge/pytest,2021-06-29 11:51:51.458000,8345976.0,1.0,,,,,,,,,,,,,,,,
+8,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,36,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000000,2021-06-30 00:03:19.117000,2021-06-23 07:58:11.000000,366.0,1062.0,2275.0,2021-05-10 12:09:53.000000,3.23.1,116.0,243.0,['pytest'],conda-forge/tox,tox,143.0,2005.0,82080.0,45680.0,https://pypi.org/project/tox,2021-05-05 16:42:34.000000,36400.0,4264358.0,4270972.0,https://anaconda.org/conda-forge/tox,2021-06-30 00:03:19.117000,304259.0,1.0,,,,,,,,,,,,,,,,
+9,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,36,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000000,2021-06-29 01:13:38.000000,2021-06-29 01:13:37.000000,183.0,1245.0,1347.0,2021-03-14 23:32:11.000000,3.9.0,79.0,155.0,,conda-forge/flake8,flake8,37.0,1970.0,247499.0,176209.0,https://pypi.org/project/flake8,2021-05-08 19:52:32.000000,71290.0,12315237.0,12358073.0,https://anaconda.org/conda-forge/flake8,2021-05-10 17:37:45.968000,2613002.0,1.0,,,,,,,,,,,,,,,,
+10,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,35,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000000,2021-06-29 15:55:12.000000,2021-06-09 17:20:07.000000,1760.0,1416.0,12408.0,2020-05-14 15:18:01.000000,1.1.2,46.0,192.0,['mkdocs'],conda-forge/mkdocs,mkdocs,130.0,1544.0,19063.0,13121.0,https://pypi.org/project/mkdocs,2021-06-09 17:22:11.000000,5942.0,639911.0,642104.0,https://anaconda.org/conda-forge/mkdocs,2021-06-25 19:20:12.086000,138205.0,1.0,,,,,,,,,,,,,,,,
+11,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,35,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000000,2021-06-30 10:37:21.000000,2021-06-29 17:23:56.000000,1094.0,1290.0,7441.0,2020-12-19 01:19:27.000000,5.8.0,83.0,160.0,,conda-forge/psutil,psutil,176.0,5688.0,117056.0,92390.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000000,24666.0,23616036.0,23729795.0,https://anaconda.org/conda-forge/psutil,2021-06-29 02:45:06.508000,7166847.0,1.0,,,,,,,,,,,,,,,,
+12,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,35,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000000,2021-06-29 02:44:18.629000,2021-05-05 22:38:19.000000,441.0,1212.0,4895.0,2020-12-25 10:34:25.000000,0.18.0,30.0,144.0,,conda-forge/jedi,jedi,27.0,8204.0,154327.0,138421.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000000,15906.0,13659468.0,13752781.0,https://anaconda.org/conda-forge/jedi,2021-06-29 02:44:18.629000,5318888.0,1.0,,,,,,,,,,,,,,,,
+13,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,34,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000000,2021-07-01 09:46:05.000000,2021-06-28 08:25:49.000000,1663.0,3847.0,8210.0,2021-04-17 05:02:21.000000,4.3,28.0,400.0,,conda-forge/pyinstaller,pyinstaller,345.0,7773.0,18331.0,18331.0,https://pypi.org/project/pyinstaller,2021-04-17 04:46:48.000000,0.0,572773.0,584281.0,https://anaconda.org/conda-forge/pyinstaller,2021-04-21 15:08:29.384000,239088.0,1.0,,707307.0,,,,,,,,,,,,,,
+14,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,34,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000000,2021-07-01 10:34:38.000000,2021-06-30 21:10:49.000000,2361.0,4821.0,7250.0,2021-06-26 09:04:01.000000,21.1.3,106.0,617.0,,conda-forge/pip,pip,993.0,,71935.0,53269.0,https://pypi.org/project/pip,2021-06-26 09:04:01.000000,18666.0,87922205.0,88279736.0,https://anaconda.org/conda-forge/pip,2021-06-26 11:06:45.929000,21451906.0,1.0,,,,,,,,,,,,,,,,
+15,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,34,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000000,2021-07-01 12:40:04.000000,2021-06-30 17:41:39.000000,1689.0,3395.0,6051.0,2021-05-25 11:27:33.000000,4.0.3,62.0,145.0,,conda-forge/robotframework,robotframework,203.0,12963.0,5320.0,3912.0,https://pypi.org/project/robotframework,2021-05-25 11:28:06.000000,1408.0,710869.0,712127.0,https://anaconda.org/conda-forge/robotframework,2021-05-25 13:52:36.408000,52622.0,1.0,,506.0,,,,,,,,,,,,,,
+16,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,34,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000000,2021-05-26 09:46:52.000000,2021-05-06 22:18:19.000000,599.0,533.0,4335.0,2021-03-14 18:44:02.000000,2.7.0,12.0,125.0,,conda-forge/pycodestyle,pycodestyle,113.0,1222.0,167371.0,146141.0,https://pypi.org/project/pycodestyle,2021-03-14 18:44:02.000000,21230.0,16847170.0,16892345.0,https://anaconda.org/conda-forge/pycodestyle,2021-03-15 18:43:23.361000,2755679.0,1.0,,,,,,,,,,,,,,,,
+17,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,34,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000000,2021-06-30 05:31:05.000000,2021-05-29 15:41:00.000000,729.0,1236.0,1381.0,2021-05-23 03:55:07.000000,57.0.0,430.0,443.0,,conda-forge/setuptools,setuptools,544.0,,164736.0,106806.0,https://pypi.org/project/setuptools,2021-05-23 03:54:57.000000,57930.0,96638799.0,97019297.0,https://anaconda.org/conda-forge/setuptools,2021-06-28 18:30:51.032000,22829840.0,1.0,,107.0,,,,,,,,,,,,,,
+18,rich,https://github.com/willmcgugan/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,33,True,willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000000,2021-06-28 16:58:13.000000,2021-06-28 16:58:10.000000,820.0,459.0,27342.0,2021-06-18 19:47:17.000000,10.4.0,128.0,95.0,,conda-forge/rich,rich,8.0,2041.0,4967.0,4967.0,https://pypi.org/project/rich,2021-06-18 19:45:20.000000,0.0,1807186.0,1830281.0,https://anaconda.org/conda-forge/rich,2021-06-18 23:03:49.385000,277150.0,1.0,,,,,,,,,,,,,,,,
+19,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,33,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000000,2021-07-01 01:51:29.000000,2021-06-23 19:11:23.000000,1365.0,1285.0,21495.0,2021-06-10 22:26:39.000000,21.6b0,30.0,259.0,,conda-forge/black,black,295.0,,71576.0,65348.0,https://pypi.org/project/black,2021-06-10 22:27:03.000000,6228.0,7751659.0,7798087.0,https://anaconda.org/conda-forge/black,2021-06-01 15:30:09.204000,1744707.0,1.0,,14427.0,,,,,,,,,,,,,,
+20,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,A Material Design theme for MkDocs.,documentation,33,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000000,2021-07-01 07:24:53.000000,2021-07-01 07:24:04.000000,1638.0,1046.0,6883.0,2021-06-25 09:44:32.000000,7.1.9,203.0,120.0,['mkdocs'],conda-forge/mkdocs-material,mkdocs-material,18.0,3419.0,8721.0,7219.0,https://pypi.org/project/mkdocs-material,2021-06-25 09:45:14.000000,1502.0,486516.0,488372.0,https://anaconda.org/conda-forge/mkdocs-material,2021-06-12 14:59:58.343000,48271.0,1.0,,,,,,,,,,,,,,,,
+21,hypothesis,https://github.com/HypothesisWorks/hypothesis,,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",testing,33,True,HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000000,2021-06-27 00:06:00.000000,2021-06-15 04:26:27.000000,463.0,1055.0,5255.0,2021-06-09 14:28:26.000000,hypothesis-python-6.14.0,851.0,248.0,,conda-forge/hypothesis,hypothesis,59.0,10834.0,11741.0,9125.0,https://pypi.org/project/hypothesis,2021-06-09 14:28:11.000000,2616.0,1977524.0,2049751.0,https://anaconda.org/conda-forge/hypothesis,2021-06-09 16:29:09.054000,4333621.0,1.0,,,,,,,,,,,,,,,,
+22,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,33,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000000,2021-07-01 06:04:28.000000,2021-07-01 06:04:28.000000,408.0,950.0,3989.0,2021-06-21 13:21:23.000000,5.9.1,128.0,241.0,,conda-forge/isort,isort,22.0,,203984.0,179766.0,https://pypi.org/project/isort,2021-06-21 13:20:21.000000,24218.0,18346891.0,18380925.0,https://anaconda.org/conda-forge/isort,2021-06-21 15:28:29.992000,2042086.0,1.0,,,,,,,,,,,,,,,,
+23,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,33,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000000,2021-04-30 08:34:16.877000,2021-04-30 06:04:29.000000,244.0,333.0,3810.0,2021-04-30 06:09:29.000000,1.5.7,67.0,50.0,,conda-forge/autopep8,autopep8,86.0,2702.0,90692.0,80508.0,https://pypi.org/project/autopep8,2021-04-30 06:04:42.000000,10184.0,2163406.0,2171291.0,https://anaconda.org/conda-forge/autopep8,2021-04-30 08:34:16.877000,481019.0,1.0,,,,,,,-1.0,,,,,,,,,
+24,sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,,Sphinx theme for readthedocs.org.,documentation,33,True,readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000000,2021-06-26 19:20:47.000000,2021-06-23 05:32:21.000000,1565.0,505.0,3731.0,2018-10-05 13:20:49.000000,0.4.2,23.0,106.0,['sphinx'],conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,193.0,1230.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000000,23474.0,1930094.0,1954478.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-04-06 20:57:24.009000,1438706.0,1.0,,,,,,,,,,,,,,,,
+25,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,32,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000000,2021-06-30 16:22:47.000000,2021-06-27 15:52:27.000000,1246.0,1929.0,15521.0,2021-06-25 15:54:30.000000,1.1.7,136.0,276.0,,conda-forge/poetry,poetry,1164.0,1813.0,64.0,,https://pypi.org/project/poetry,2021-06-25 15:55:04.000000,64.0,2609768.0,2793071.0,https://anaconda.org/conda-forge/poetry,2021-06-25 19:57:08.402000,228084.0,2.0,,7047057.0,,,,,,,,,,,,,,
+26,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,32,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000000,2021-06-29 01:14:40.000000,2021-06-29 01:14:39.000000,454.0,1133.0,6150.0,2021-05-21 21:08:51.000000,2.13.0,160.0,122.0,,conda-forge/pre-commit,pre-commit,22.0,2030.0,2136.0,,https://pypi.org/project/pre-commit,2021-05-21 21:05:09.000000,2136.0,3289551.0,3315945.0,https://anaconda.org/conda-forge/pre-commit,2021-05-27 13:32:23.502000,603271.0,1.0,,7614.0,,,,,,,,,,,,,,
+27,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,32,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000000,2021-07-01 10:24:13.000000,2021-07-01 10:21:08.000000,444.0,617.0,5057.0,2021-06-22 09:33:33.000000,6.2.0,93.0,151.0,,conda-forge/pip-tools,pip-tools,113.0,1583.0,3252.0,,https://pypi.org/project/pip-tools,2021-06-22 09:33:33.000000,3252.0,2649865.0,2650661.0,https://anaconda.org/conda-forge/pip-tools,2021-06-22 11:23:39.836000,11953.0,2.0,,,,,,,,,,,,,,,,
+28,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,32,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000000,2021-06-30 19:41:33.144000,2021-06-30 02:30:51.000000,1049.0,6068.0,4190.0,2021-06-30 04:55:46.000000,4.10.3,100.0,364.0,,conda-forge/conda,conda,1981.0,15710.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000000,2104.0,57398.0,383980.0,https://anaconda.org/conda-forge/conda,2021-06-30 19:41:33.144000,19268370.0,2.0,,,,,,,,,,,,,,,,
+29,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,32,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000000,2021-06-29 14:18:57.494000,2021-06-21 17:05:11.000000,894.0,1079.0,3905.0,2021-05-24 18:15:38.000000,20.4.7,162.0,171.0,,conda-forge/virtualenv,virtualenv,62.0,,34422.0,,https://pypi.org/project/virtualenv,2021-05-24 18:15:38.000000,34422.0,18839588.0,18858247.0,https://anaconda.org/conda-forge/virtualenv,2021-06-29 14:18:57.494000,970308.0,2.0,,,,,,,,,,,,,,,,
+30,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,32,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000000,2021-06-18 09:43:33.000000,2021-06-01 17:24:18.000000,146.0,193.0,1051.0,2021-06-01 17:24:42.000000,2.12.1,42.0,66.0,['pytest'],conda-forge/pytest-cov,pytest-cov,100.0,813.0,133545.0,90151.0,https://pypi.org/project/pytest-cov,2021-06-01 17:24:42.000000,43394.0,13268548.0,13316212.0,https://anaconda.org/conda-forge/pytest-cov,2021-06-02 16:41:25.608000,3050510.0,1.0,,,,,,,,,,,,,,,,
+31,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,32,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000000,2021-06-10 01:02:50.000000,2021-05-28 17:28:29.000000,145.0,345.0,1044.0,2021-03-24 16:32:54.000000,2.3.1,30.0,77.0,,conda-forge/pyflakes,pyflakes,80.0,513.0,118626.0,92128.0,https://pypi.org/project/pyflakes,2021-03-24 16:32:54.000000,26498.0,12686625.0,12729824.0,https://anaconda.org/conda-forge/pyflakes,2021-03-24 22:10:26.104000,2635149.0,1.0,,,,,,,,,,,,,,,,
+32,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,32,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000000,2021-06-16 09:52:54.000000,2021-06-14 07:42:07.000000,208.0,378.0,948.0,2021-05-06 17:24:17.000000,1.1.0,128.0,99.0,,conda-forge/sentry-sdk,sentry-sdk,171.0,1249.0,13139.0,12153.0,https://pypi.org/project/sentry-sdk,2021-05-06 17:24:12.000000,986.0,9917023.0,9919930.0,https://anaconda.org/conda-forge/sentry-sdk,2021-05-11 18:36:53.766000,88834.0,1.0,,4483.0,,,,,,,,,,,,,,
+33,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,32,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000000,2021-06-17 01:17:32.581000,2021-06-16 21:53:52.000000,150.0,232.0,723.0,2021-06-16 21:48:35.000000,2.3.0,56.0,74.0,['pytest'],conda-forge/pytest-xdist,pytest-xdist,196.0,882.0,26630.0,19288.0,https://pypi.org/project/pytest-xdist,2021-06-16 21:48:35.000000,7342.0,4720365.0,4745314.0,https://anaconda.org/conda-forge/pytest-xdist,2021-06-17 01:17:32.581000,1496940.0,1.0,,,,,,,,,,,,,,,,
+34,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000000,2021-05-30 07:38:09.000000,2021-05-30 07:37:32.000000,68.0,92.0,416.0,2021-03-30 20:43:51.000000,0.8.2,25.0,40.0,,conda-forge/parso,parso,8.0,1086.0,145577.0,134213.0,https://pypi.org/project/parso,2021-03-30 20:43:51.000000,11364.0,13786977.0,13886956.0,https://anaconda.org/conda-forge/parso,2021-03-31 00:05:02.064000,4299134.0,1.0,,,,,,,,,,,,,,,,
+35,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,31,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000000,2021-06-30 10:27:23.000000,2021-06-30 10:27:23.000000,1536.0,696.0,4642.0,2021-06-19 19:41:02.000000,3.2.0,112.0,792.0,,conda-forge/buildbot,buildbot,650.0,22047.0,1140.0,248.0,https://pypi.org/project/buildbot,2021-06-19 19:41:02.000000,892.0,56560.0,58507.0,https://anaconda.org/conda-forge/buildbot,2021-06-19 21:13:41.636000,36450.0,1.0,,15249.0,,,,,,,,,,,,,,
+36,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,31,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000000,2021-07-01 13:06:18.000000,2021-07-01 12:54:36.000000,722.0,2761.0,3409.0,2021-07-01 13:06:18.000000,2.9.3,111.0,393.0,,conda-forge/pylint,pylint,706.0,,37734.0,,https://pypi.org/project/pylint,2021-07-01 13:06:18.000000,37734.0,12895775.0,12929080.0,https://anaconda.org/conda-forge/pylint,2021-07-01 12:07:14.966000,1965051.0,2.0,,,,,,,-3.0,,,,,,,,,
+37,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,31,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000000,2021-06-29 04:22:51.000000,2021-06-29 04:22:51.000000,330.0,364.0,3310.0,2020-12-13 02:48:28.000000,1.7.0,31.0,132.0,,conda-forge/bandit,bandit,166.0,1175.0,9449.0,7095.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000000,2354.0,1582102.0,1584982.0,https://anaconda.org/conda-forge/bandit,2021-03-10 05:39:36.125000,74875.0,1.0,,54.0,,,,,,,,,,,,,,
+38,invoke,https://github.com/pyinvoke/invoke,,Pythonic task management & command execution.,build-tools,31,True,pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000000,2021-06-13 21:23:55.000000,2021-06-06 18:34:32.000000,280.0,357.0,3310.0,2020-12-31 02:43:43.000000,1.5.0,50.0,56.0,,conda-forge/invoke,invoke,303.0,3511.0,12691.0,8089.0,https://pypi.org/project/invoke,2020-12-31 02:43:43.000000,4602.0,1646884.0,1652245.0,https://anaconda.org/conda-forge/invoke,2021-01-06 14:58:41.830000,337780.0,1.0,,,,,,,,,,,,,,,,
+39,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,31,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000000,2021-06-21 20:59:16.000000,2021-06-18 06:13:17.000000,196.0,165.0,2942.0,2021-01-20 07:45:20.000000,1.1.0,56.0,94.0,,conda-forge/freezegun,freezegun,67.0,523.0,16659.0,8307.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000000,8352.0,4352171.0,4355817.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014000,233358.0,2.0,,,,,,,-1.0,,,,,,,,,
+40,ipdb,https://github.com/gotcha/ipdb,,Integration of IPython pdb.,debugging,31,True,gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000000,2021-06-24 04:21:01.798000,2021-06-02 11:43:55.000000,132.0,110.0,1443.0,2021-06-02 11:43:46.000000,0.13.9,41.0,48.0,,conda-forge/ipdb,ipdb,51.0,351.0,43576.0,26678.0,https://pypi.org/project/ipdb,2021-06-02 11:43:46.000000,16898.0,1664770.0,1667725.0,https://anaconda.org/conda-forge/ipdb,2021-06-24 04:21:01.798000,177323.0,1.0,,,,,,,,,,,,,,,,
+41,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,31,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000000,2021-05-07 18:18:51.000000,2019-10-16 17:48:40.000000,157.0,125.0,1401.0,2019-01-16 20:35:25.000000,1.4.3,41.0,76.0,,conda-forge/logbook,logbook,56.0,1194.0,4682.0,2618.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000000,2064.0,531204.0,532792.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145000,44388.0,2.0,,245.0,,,,,,,,,,,,,,
+42,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,31,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000000,2021-04-09 10:35:26.000000,2016-03-04 01:16:26.000000,358.0,461.0,1340.0,2015-06-02 09:12:36.000000,1.3.7,14.0,95.0,,conda-forge/nose,nose,447.0,1004.0,197294.0,110820.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000000,86474.0,3990477.0,4019132.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277000,1776647.0,2.0,,,,,,,-1.0,,,,,,,,,
+43,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,31,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376000,2021-05-16 09:57:59.000000,2021-03-04 09:33:31.000000,66.0,57.0,873.0,2021-02-22 07:34:12.000000,0.8.9,25.0,67.0,,conda-forge/tabulate,tabulate,27.0,502.0,54494.0,46392.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000000,8102.0,20029642.0,20048209.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132000,1151211.0,2.0,,,,,,,,,,,,,,,,
+44,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,31,False,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000000,2021-06-21 16:20:37.000000,2020-01-10 23:50:18.000000,173.0,52.0,614.0,2018-10-03 01:39:17.000000,0.7.12,24.0,28.0,['sphinx'],conda-forge/alabaster,alabaster,79.0,350.0,62427.0,47529.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000000,14898.0,3645288.0,3687091.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017000,2508219.0,2.0,,,,,,,,,,,,,,,,
+45,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,31,True,TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000000,2021-06-28 19:53:37.000000,2021-06-14 19:00:46.000000,174.0,132.0,457.0,2021-05-24 21:57:41.000000,3.1.0,39.0,57.0,['pytest'],,coveralls,8.0,412.0,35052.0,18044.0,https://pypi.org/project/coveralls,2021-05-24 21:57:41.000000,17008.0,540963.0,540963.0,,,,2.0,,,,,,,,,,,,,,,,
+46,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,31,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580000,2021-05-23 18:58:51.000000,2021-05-23 18:58:13.000000,89.0,290.0,246.0,2020-12-13 18:09:07.000000,0.36.2,64.0,61.0,,conda-forge/wheel,wheel,25.0,732.0,62544.0,,https://pypi.org/project/wheel,2020-12-13 18:09:07.000000,62544.0,76840632.0,77148144.0,https://anaconda.org/conda-forge/wheel,2020-12-13 19:48:16.429000,18450733.0,1.0,,,,,,,,,,,,,,,,
+47,Glances,https://github.com/nicolargo/glances,,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",profiling,30,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000000,2021-06-27 07:51:36.000000,2021-06-27 07:41:06.000000,1206.0,1170.0,18710.0,2021-05-11 07:14:30.000000,3.1.7,54.0,144.0,,conda-forge/glances,glances,205.0,3951.0,364.0,314.0,https://pypi.org/project/glances,2021-05-02 14:38:44.000000,50.0,122434.0,124578.0,https://anaconda.org/conda-forge/glances,2021-06-07 19:57:42.205000,136944.0,1.0,,426.0,,,,,,,,,,,,,,
+48,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,30,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000000,2021-05-24 23:17:20.000000,2021-05-19 15:13:17.000000,5615.0,94.0,17448.0,2020-07-01 21:59:00.000000,1.1.0,13.0,65.0,['sphinx'],conda-forge/numpydoc,numpydoc,51.0,,33792.0,26444.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000000,7348.0,231662.0,246271.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384000,788893.0,2.0,,,,,,,,,,,,,,,,
+49,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,30,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000000,2021-06-03 11:41:05.000000,2021-05-30 05:53:14.000000,791.0,375.0,11840.0,2020-04-23 19:07:36.000000,0.30.0,67.0,126.0,,conda-forge/yapf,yapf,315.0,,24710.0,21304.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000000,3406.0,1781411.0,1792696.0,https://anaconda.org/conda-forge/yapf,2021-04-19 00:01:27.357000,688394.0,3.0,,,,,,,,,,,,,,,,
+50,loguru,https://github.com/Delgan/loguru,,Python logging made (stupidly) simple.,logging,30,True,Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000000,2021-04-19 15:15:46.138000,2021-03-19 22:08:53.000000,407.0,373.0,9237.0,2020-09-20 07:56:32.000000,0.5.3,17.0,29.0,,conda-forge/loguru,loguru,49.0,558.0,8332.0,7990.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000000,342.0,1461171.0,1467927.0,https://anaconda.org/conda-forge/loguru,2021-04-19 15:15:46.138000,195948.0,2.0,,,,,,,-1.0,,,,,,,,,
+51,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,30,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000000,2021-06-29 15:29:23.000000,2021-06-29 15:29:19.000000,254.0,150.0,7052.0,2021-05-16 17:48:19.000000,0.3.7,30.0,26.0,,,py-spy,60.0,395.0,962.0,912.0,https://pypi.org/project/py-spy,2021-05-16 17:48:19.000000,50.0,710798.0,711028.0,,,,1.0,,5530.0,,,,,,py-spy,,,,,,,,
+52,factory_boy,https://github.com/FactoryBoy/factory_boy,,A test fixtures replacement for Python.,testing,30,True,FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000000,2021-06-25 09:33:46.000000,2021-06-25 07:44:29.000000,316.0,343.0,2542.0,2018-05-05 15:05:40.000000,2.11.1,36.0,116.0,,conda-forge/factory_boy,factory_boy,138.0,883.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000000,4256.0,1692253.0,1693516.0,https://anaconda.org/conda-forge/factory_boy,2021-04-04 01:17:30.466000,73260.0,2.0,,,,,,,,,,,,,,,,
+53,rope,https://github.com/python-rope/rope,,a python refactoring library.,refactoring,30,True,python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000000,2021-05-30 20:11:33.599000,2021-05-20 05:32:18.000000,142.0,116.0,1148.0,2020-10-07 16:08:59.000000,0.18.0,19.0,63.0,,conda-forge/rope,rope,70.0,1881.0,32440.0,29508.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000000,2932.0,452601.0,463170.0,https://anaconda.org/conda-forge/rope,2021-05-30 20:11:33.599000,539060.0,1.0,,,,,,,,,,,,,,,,
+54,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,30,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000000,2021-06-25 12:12:27.000000,2021-06-19 13:43:30.000000,238.0,315.0,1133.0,2021-03-15 16:36:43.000000,3.4.0,42.0,102.0,,conda-forge/twine,twine,44.0,,59667.0,42163.0,https://pypi.org/project/twine,2021-03-15 16:36:43.000000,17504.0,1753648.0,1758556.0,https://anaconda.org/conda-forge/twine,2021-03-17 03:54:06.297000,289598.0,2.0,,,,,,,,,,,,,,,,
+55,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,30,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000000,2021-06-28 18:22:07.000000,2021-06-28 18:22:05.000000,95.0,89.0,1100.0,2021-05-18 11:53:27.000000,3.6.1,52.0,54.0,['pytest'],conda-forge/pytest-mock,pytest-mock,10.0,,23364.0,17184.0,https://pypi.org/project/pytest-mock,2021-05-06 19:21:18.000000,6180.0,4155022.0,4171503.0,https://anaconda.org/conda-forge/pytest-mock,2021-05-07 01:15:17.653000,988901.0,2.0,,,,,,,1.0,,,,,,,,,
+56,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,30,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000000,2021-06-24 19:05:10.000000,2021-05-17 20:39:45.000000,146.0,194.0,785.0,2021-05-17 20:37:45.000000,6.1.1,17.0,72.0,,conda-forge/pydocstyle,pydocstyle,74.0,710.0,21156.0,17236.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000000,3920.0,2144037.0,2150345.0,https://anaconda.org/conda-forge/pydocstyle,2021-05-18 22:35:13.379000,378513.0,2.0,,51.0,,,,,,,,,,,,,,
+57,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,30,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000000,2021-07-01 04:49:26.000000,2021-06-19 19:03:33.000000,154.0,148.0,309.0,2021-01-29 20:27:31.000000,20.9,35.0,70.0,,conda-forge/packaging,packaging,53.0,,252459.0,223259.0,https://pypi.org/project/packaging,2021-01-29 20:24:35.000000,29200.0,58862978.0,58994884.0,https://anaconda.org/conda-forge/packaging,2021-02-04 17:30:01.516000,8046079.0,1.0,,102.0,,,,,,,,,,,,,,
+58,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,29,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000000,2021-05-20 07:26:20.000000,2021-05-19 08:23:53.000000,896.0,93.0,14497.0,2021-05-19 08:24:40.000000,0.5.0,54.0,26.0,,conda-forge/pysnooper,pysnooper,18.0,299.0,480.0,434.0,https://pypi.org/project/pysnooper,2021-05-19 08:24:40.000000,46.0,79872.0,81296.0,https://anaconda.org/conda-forge/pysnooper,2021-05-19 12:14:49.747000,37029.0,1.0,,,,,,,,,,,,,,,,
+59,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,29,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000000,2021-07-01 14:14:10.000000,2021-06-30 23:51:04.000000,321.0,196.0,5437.0,2021-05-14 19:50:13.000000,0.9.3,62.0,162.0,,,pyre-check,65.0,9508.0,46.0,,https://pypi.org/project/pyre-check,2021-05-14 01:29:18.000000,46.0,20765.0,20765.0,,,,2.0,,,,,,,,,,,,,,,,
+60,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,29,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000000,2021-06-27 04:10:42.000000,2021-04-18 05:05:11.000000,717.0,172.0,5232.0,2020-10-06 22:15:19.000000,0.9.52,49.0,50.0,,conda-forge/pyautogui,pyautogui,311.0,390.0,9195.0,8587.0,https://pypi.org/project/pyautogui,2020-10-06 22:15:19.000000,608.0,410375.0,413245.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308000,126296.0,2.0,,,,,,,,,,,,,,,,
+61,pipreqs,https://github.com/bndr/pipreqs,,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,dependency-managers,29,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000000,2021-06-14 13:33:26.000000,2021-05-05 05:08:31.000000,224.0,88.0,3487.0,2019-11-14 11:06:56.000000,0.4.10,38.0,50.0,,conda-forge/pipreqs,pipreqs,82.0,300.0,6227.0,5699.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000000,528.0,119005.0,119374.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131000,21439.0,3.0,,,,,,,,,,,,,,,,
+62,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,29,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000000,2021-07-01 10:51:49.000000,2021-07-01 09:54:52.000000,279.0,875.0,1525.0,2021-06-21 19:33:18.000000,0.15.3,52.0,142.0,,,wemake-python-styleguide,79.0,1745.0,428.0,414.0,https://pypi.org/project/wemake-python-styleguide,2021-06-21 16:28:55.000000,14.0,75066.0,75066.0,,,,2.0,,,,,,,,,,,,,,,,
+63,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,29,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000000,2021-06-08 17:54:03.000000,2021-05-30 22:55:43.000000,80.0,96.0,743.0,2021-04-21 23:04:29.000000,0.15.1,20.0,26.0,['pytest'],conda-forge/pytest-asyncio,pytest-asyncio,65.0,177.0,15246.0,13218.0,https://pypi.org/project/pytest-asyncio,2021-04-21 23:04:29.000000,2028.0,1696251.0,1705681.0,https://anaconda.org/conda-forge/pytest-asyncio,2021-05-21 05:59:51.013000,471507.0,2.0,,,,,,,,,,,,,,,,
+64,flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in..,linters,29,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000000,2021-06-20 13:51:43.000000,2021-04-01 21:18:24.000000,42.0,53.0,556.0,2021-04-01 21:21:59.000000,21.4.3,34.0,37.0,['flake8'],conda-forge/flake8-bugbear,flake8-bugbear,39.0,163.0,5042.0,4002.0,https://pypi.org/project/flake8-bugbear,2021-04-01 21:21:59.000000,1040.0,811097.0,825354.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-04-02 22:23:40.112000,327933.0,2.0,,,,,,,,,,,,,,,,
+65,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,29,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000000,2021-06-16 16:22:13.000000,2021-05-18 23:33:51.000000,138.0,340.0,538.0,2021-05-06 19:46:25.000000,4.30.0,59.0,94.0,,conda-forge/breathe,breathe,105.0,1467.0,6735.0,4727.0,https://pypi.org/project/breathe,2021-05-06 19:45:36.000000,2008.0,96347.0,99889.0,https://anaconda.org/conda-forge/breathe,2021-05-08 22:53:25.599000,200437.0,2.0,,79.0,,,,,,,,,,,,,,
+66,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,29,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000000,2021-05-11 22:04:17.000000,2021-01-23 03:26:17.000000,170.0,180.0,428.0,2020-12-13 15:24:58.000000,3.1.1,44.0,43.0,['pytest'],conda-forge/pytest-html,pytest-html,81.0,376.0,11764.0,10780.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000000,984.0,1539799.0,1542624.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698000,141268.0,2.0,,,,,,,,,,,,,,,,
+67,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,29,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000000,2021-06-05 10:04:22.000000,2021-06-05 10:03:49.000000,66.0,,219.0,2021-04-21 10:37:50.000000,4.1.0,37.0,180.0,['flake8'],,hacking,,1052.0,8690.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000000,8690.0,170572.0,170572.0,,,,2.0,,,,,,,,,,,,,,,,
+68,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,29,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000000,2021-04-12 00:18:06.000000,2021-04-12 00:18:06.000000,48.0,75.0,183.0,2021-04-11 23:57:40.000000,1.4.3,29.0,21.0,,,typed_ast,5.0,173.0,10362.0,,https://pypi.org/project/typed_ast,2021-04-11 23:57:40.000000,10362.0,19138304.0,19138304.0,,,,1.0,,,,,,,,,,,,,,,,
+69,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,28,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000000,2021-07-01 13:25:19.000000,2021-06-28 19:22:28.000000,411.0,358.0,4796.0,2021-06-11 22:59:35.000000,1.12.1,54.0,21.0,,,playwright,15.0,380.0,273.0,273.0,https://pypi.org/project/playwright,2021-06-11 22:59:35.000000,0.0,101178.0,101178.0,,,,2.0,,,,,,,,,,,,,,,,
+70,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,28,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151000,2021-06-25 15:57:39.000000,2021-06-25 15:57:31.000000,250.0,12.0,3526.0,2021-04-30 19:15:30.000000,3.2.5,8.0,25.0,,conda-forge/line_profiler,line_profiler,33.0,162.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000000,692.0,318072.0,321110.0,https://anaconda.org/conda-forge/line_profiler,2021-06-05 03:09:37.408000,188394.0,2.0,,,,,,,,,,,,,,,,
+71,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,28,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000000,2021-06-24 23:12:10.000000,2021-06-24 23:12:08.000000,194.0,327.0,3341.0,2021-06-17 21:33:02.000000,2021.6.17,103.0,63.0,,conda-forge/pytype,pytype,99.0,4393.0,88.0,,https://pypi.org/project/pytype,2021-06-17 21:33:02.000000,88.0,109209.0,112885.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617000,51465.0,2.0,,,,,,,,,,,,,,,,
+72,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,28,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000000,2021-06-28 20:50:04.000000,2021-06-28 20:49:55.000000,274.0,282.0,3311.0,2021-06-20 13:16:14.000000,5.0.0,31.0,106.0,,,mimesis,5.0,1970.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000000,84.0,81967.0,81969.0,,,,2.0,,157.0,,,,,,,,,,,,,,
+73,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,28,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000000,2021-06-12 20:24:38.000000,2021-06-12 20:24:38.000000,309.0,100.0,2965.0,2018-08-16 03:16:49.000000,0.54.0,52.0,88.0,,,memory_profiler,89.0,638.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,534.0,470919.0,470919.0,,,,2.0,,,,,,,,,,,,,,,,
+74,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,28,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000000,2021-06-30 09:17:30.000000,2021-06-30 09:17:29.000000,139.0,150.0,1528.0,2021-02-18 16:17:00.000000,21.1.0,23.0,73.0,,conda-forge/structlog,structlog,33.0,,4566.0,3360.0,https://pypi.org/project/structlog,2021-02-18 16:06:29.000000,1206.0,2306565.0,2308487.0,https://anaconda.org/conda-forge/structlog,2021-02-22 14:39:08.894000,115372.0,2.0,,,,,,,,,,,,,,,,
+75,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,28,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000000,2021-06-16 21:35:25.000000,2021-05-27 13:38:35.000000,402.0,112.0,1248.0,,,8.0,75.0,,conda-forge/pyelftools,pyelftools,54.0,571.0,3145.0,2261.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000000,884.0,633079.0,634130.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901000,67304.0,2.0,,,,,,,,,,,,,,,,
+76,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,28,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000000,2021-06-08 16:36:59.000000,2021-06-08 16:36:45.000000,94.0,134.0,1224.0,2021-06-08 16:35:34.000000,5.0.1,52.0,47.0,,conda-forge/radon,radon,20.0,517.0,2922.0,1824.0,https://pypi.org/project/radon,2021-06-08 16:35:34.000000,1098.0,394415.0,395095.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841000,30641.0,1.0,,,,,,,,,,,,,,,,
+77,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,28,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000000,2021-04-18 19:41:32.000000,2020-10-12 16:12:03.000000,147.0,45.0,993.0,2020-10-12 16:26:53.000000,2.0.1,19.0,43.0,,conda-forge/python-json-logger,python-json-logger,19.0,179.0,16637.0,15719.0,https://pypi.org/project/python-json-logger,2020-10-12 16:26:53.000000,918.0,3497039.0,3511119.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855000,718102.0,2.0,,,,,,,,,,,,,,,,
+78,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,28,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000000,2021-06-30 09:10:18.153000,2021-06-14 17:01:47.000000,75.0,64.0,701.0,2021-04-13 13:51:48.000000,5.0.1,60.0,30.0,,conda-forge/colorlog,colorlog,2.0,,13985.0,10319.0,https://pypi.org/project/colorlog,2021-06-14 17:02:48.000000,3666.0,5575411.0,5581439.0,https://anaconda.org/conda-forge/colorlog,2021-06-30 09:10:18.153000,379796.0,2.0,,,,,,,,,,,,,,,,
+79,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,28,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000000,2021-05-11 11:55:36.000000,2021-03-29 11:37:20.000000,170.0,203.0,511.0,2021-03-08 07:25:44.000000,2.13.4,103.0,89.0,,,zc.buildout,138.0,1616.0,1974.0,,https://pypi.org/project/zc.buildout,2021-03-09 08:12:12.000000,1974.0,99566.0,99566.0,,,,2.0,,,,,,,,,,,,,,,,
+80,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,28,True,xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000000,2021-06-11 10:22:42.000000,2021-06-11 10:22:09.000000,36.0,49.0,419.0,2021-06-11 10:22:42.000000,15.0.1,63.0,16.0,,,coloredlogs,25.0,273.0,10228.0,8132.0,https://pypi.org/project/coloredlogs,2021-06-11 10:22:42.000000,2096.0,1762290.0,1762290.0,,,,2.0,,,,,,,,,,,,,,,,
+81,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,28,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000000,2021-04-02 23:49:37.000000,2021-04-02 23:49:37.000000,40.0,34.0,404.0,2017-01-26 22:13:14.000000,0.6.1,11.0,21.0,,conda-forge/mccabe,mccabe,7.0,142.0,233263.0,202253.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000000,31010.0,21094399.0,21140613.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536000,2819058.0,1.0,,,,,,,,,,,,,,,,
+82,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,28,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000000,2021-05-13 16:10:26.000000,2019-12-22 18:11:19.000000,39.0,21.0,164.0,2019-12-22 18:12:11.000000,1.6.3,11.0,10.0,,conda-forge/astunparse,astunparse,18.0,86.0,22802.0,22620.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000000,182.0,4240627.0,4247427.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426000,333217.0,2.0,,,,,,,,,,,,,,,,
+83,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,28,True,serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000000,2021-06-29 07:42:31.263000,2021-06-28 20:16:56.000000,22.0,21.0,109.0,2021-06-28 20:18:36.000000,0.5.0,17.0,10.0,,conda-forge/gast,gast,2.0,84.0,63124.0,59736.0,https://pypi.org/project/gast,2021-06-28 20:18:36.000000,3388.0,8449513.0,8479586.0,https://anaconda.org/conda-forge/gast,2021-06-29 07:42:31.263000,1142806.0,2.0,,,,,,,2.0,,,,,,,,,
+84,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,27,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000000,2021-06-24 19:03:31.000000,2021-06-24 19:03:22.000000,4360.0,4302.0,20426.0,2021-05-01 09:40:03.000000,1.5.5,68.0,107.0,,,sqlmap,48.0,9784.0,8.0,,https://pypi.org/project/sqlmap,2021-06-08 12:05:25.000000,8.0,12467.0,12467.0,,,,2.0,,,,,,,,,,,,,,,,
+85,Nuitka,https://github.com/Nuitka/Nuitka,,"Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,..",packaging,27,True,Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000000,2021-07-01 14:51:25.000000,2021-06-25 18:00:48.000000,311.0,740.0,5380.0,2021-06-24 10:11:18.000000,0.6.16,154.0,98.0,,conda-forge/nuitka,nuitka,202.0,7859.0,54.0,,https://pypi.org/project/nuitka,2021-07-01 14:51:25.000000,54.0,27053.0,31620.0,https://anaconda.org/conda-forge/nuitka,2021-06-25 07:43:23.383000,287731.0,2.0,,,,,,,,,,,,,,,,
+86,coala,https://github.com/coala/coala,,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",linters,27,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000000,2021-06-30 19:55:04.000000,2021-05-16 15:13:58.000000,1356.0,2371.0,3208.0,2017-05-30 10:07:57.000000,0.11.1,730.0,482.0,,,coala-bears,846.0,4486.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000000,208.0,4149.0,4150.0,,,,2.0,,135.0,,,,,,,,,,,,,,
+87,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,27,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000000,2021-06-29 19:25:54.000000,2021-06-29 19:25:54.000000,111.0,60.0,2826.0,2021-05-03 09:06:06.000000,3.4.2,29.0,29.0,,conda-forge/pyinstrument,pyinstrument,23.0,474.0,413.0,277.0,https://pypi.org/project/pyinstrument,2021-05-03 09:06:06.000000,136.0,161015.0,162284.0,https://anaconda.org/conda-forge/pyinstrument,2021-05-03 13:06:12.737000,73616.0,2.0,,,,,,,,,,,,,,,,
+88,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,27,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000000,2021-06-25 18:14:53.000000,2021-06-25 18:14:52.000000,181.0,135.0,2139.0,2017-09-02 18:52:28.000000,2017.1.4,69.0,77.0,,conda-forge/pudb,pudb,139.0,,3836.0,2410.0,https://pypi.org/project/pudb,2021-05-08 20:11:53.000000,1426.0,229806.0,231522.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154000,103002.0,2.0,,,,,,,1.0,,,,,,,,,
+89,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,27,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000000,2021-05-29 23:33:57.000000,2021-04-02 14:17:07.000000,74.0,161.0,1438.0,2021-03-01 15:37:10.000000,3.1.0,39.0,42.0,,conda-forge/flit,flit,83.0,895.0,226.0,,https://pypi.org/project/flit,2021-03-01 15:37:10.000000,226.0,79709.0,81332.0,https://anaconda.org/conda-forge/flit,2021-03-22 11:34:50.479000,86030.0,3.0,,,,,,,,,,,,,,,,
+90,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,27,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000000,2021-05-24 17:20:46.000000,2020-10-21 22:30:57.000000,127.0,211.0,1433.0,2020-10-21 22:32:26.000000,1.3.1,91.0,67.0,,conda-forge/prospector,prospector,56.0,1051.0,3426.0,2288.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000000,1138.0,450602.0,451020.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628000,24694.0,2.0,,,,,,,1.0,,,,,,,,,
+91,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,27,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579000,2021-06-30 13:19:32.000000,2021-06-21 21:53:42.000000,213.0,2643.0,1169.0,2021-01-19 22:02:05.000000,4.1.0,14.0,133.0,,conda-forge/scons,scons,664.0,7170.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000000,50.0,166877.0,170755.0,https://anaconda.org/conda-forge/scons,2021-06-29 20:52:44.572000,201042.0,3.0,,358.0,,,,,,,,,,,,,,
+92,doit,https://github.com/pydoit/doit,,task management & automation tool.,build-tools,27,True,pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000000,2021-05-17 18:10:20.000000,2021-05-14 03:29:39.000000,125.0,191.0,1049.0,2020-09-04 06:38:01.000000,0.33.1,43.0,56.0,,conda-forge/doit,doit,65.0,1366.0,1189.0,723.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000000,466.0,219298.0,220658.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103000,58501.0,3.0,,,,,,,,,,,,,,,,
+93,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,27,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000000,2021-05-14 19:37:10.000000,2021-04-28 19:57:23.000000,87.0,68.0,1040.0,2021-01-15 19:34:46.000000,1.10.3,38.0,35.0,,conda-forge/safety,safety,44.0,372.0,2648.0,2104.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000000,544.0,585368.0,589512.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958000,19277.0,2.0,,54453.0,,,,,,,,,,,,,,
+94,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,27,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000000,2021-06-14 13:01:06.000000,2021-06-14 13:01:06.000000,83.0,78.0,784.0,2021-04-17 19:47:26.000000,3.4.1,41.0,33.0,['pytest'],conda-forge/pytest-benchmark,pytest-benchmark,75.0,986.0,2643.0,1913.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000000,730.0,317920.0,328003.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860000,645372.0,2.0,,,,,,,,,,,,,,,,
+95,pytest-sugar,https://github.com/Teemu/pytest-sugar,,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",testing,27,True,Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000000,2020-10-24 19:01:48.000000,2020-10-24 18:04:51.000000,52.0,68.0,714.0,2020-07-06 18:40:33.000000,0.9.4,25.0,36.0,['pytest'],conda-forge/pytest-sugar,pytest-sugar,35.0,344.0,12117.0,7537.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000000,4580.0,515902.0,518081.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029000,102454.0,2.0,,,,,,,,,,,,,,,,
+96,progressbar2,https://github.com/WoLpH/python-progressbar,,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,logging,27,True,WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000000,2021-03-15 00:40:40.000000,2021-03-15 00:40:40.000000,91.0,181.0,701.0,2020-09-09 13:36:59.000000,3.53.1,94.0,38.0,,conda-forge/progressbar2,progressbar2,9.0,867.0,12091.0,9895.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000000,2196.0,1181077.0,1186309.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844000,296368.0,3.0,,1572.0,,,,,,,,,,,,,,
+97,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,27,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000000,2021-03-15 17:27:04.000000,2021-03-15 17:27:04.000000,81.0,72.0,586.0,2019-12-10 01:50:33.000000,0.8.1,14.0,31.0,,conda-forge/astor,astor,35.0,261.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000000,3756.0,3796333.0,3819770.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971000,1195324.0,3.0,,,,,,,,,,,,,,,,
+98,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,27,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000000,2021-04-26 10:10:55.000000,2021-04-26 10:09:38.000000,100.0,150.0,467.0,2021-04-09 06:40:49.000000,2.4.3,49.0,58.0,['pylint'],conda-forge/pylint-django,pylint-django,27.0,547.0,16184.0,13938.0,https://pypi.org/project/pylint-django,2021-04-09 06:39:56.000000,2246.0,619084.0,620461.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984000,80771.0,2.0,,180.0,,,,,,,,,,,,,,
+99,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,27,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000000,2021-03-12 20:36:06.000000,2021-03-12 20:34:54.000000,96.0,30.0,386.0,2021-03-12 20:36:06.000000,1.4.2,26.0,34.0,,conda-forge/ddt,ddt,17.0,211.0,6100.0,3616.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000000,2484.0,299279.0,300439.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932000,60365.0,2.0,,,,,,,,,,,,,,,,
+100,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,27,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000000,2021-05-01 15:45:56.000000,2021-05-01 15:45:56.000000,49.0,65.0,307.0,2020-06-16 23:48:52.000000,0.11.1,21.0,27.0,,conda-forge/pep8-naming,pep8-naming,13.0,224.0,9779.0,6751.0,https://pypi.org/project/pep8-naming,2020-06-16 23:48:52.000000,3028.0,953061.0,955998.0,https://anaconda.org/conda-forge/pep8-naming,2020-07-01 03:49:33.929000,190919.0,2.0,,,,,,,,,,,,,,,,
+101,pyenv,https://github.com/pyenv/pyenv,,Simple Python version management.,virtual-envs,26,True,pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000000,2021-06-29 10:45:48.000000,2021-06-29 10:45:48.000000,2087.0,1263.0,23848.0,2021-06-27 08:26:32.000000,2.0.2,44.0,329.0,,,pyenv,33.0,2613.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000000,1.0,6586.0,6586.0,,,,2.0,,,,,,,,,,,,,,,,
+102,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,26,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000000,2021-06-21 22:54:07.000000,2021-06-21 22:54:07.000000,197.0,560.0,1903.0,2021-04-29 23:00:08.000000,2.1.42,131.0,99.0,,,pex,133.0,,230.0,,https://pypi.org/project/pex,2021-04-29 23:00:51.000000,230.0,131901.0,137727.0,,,,2.0,,326304.0,,,,,,,,,,,,,,
+103,detect-secrets,https://github.com/Yelp/detect-secrets,,An enterprise friendly way of detecting and preventing secrets in code.,security,26,True,Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000000,2021-06-27 17:07:59.000000,2021-04-16 03:01:34.000000,218.0,148.0,1895.0,2021-04-14 21:25:44.000000,1.1.0,34.0,49.0,,,detect-secrets,77.0,1082.0,34.0,,https://pypi.org/project/detect-secrets,2021-04-14 21:25:44.000000,34.0,162184.0,162184.0,,,,3.0,,,,,,,,,True,,,,,,,
+104,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,26,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647000,2021-06-04 15:25:20.000000,2021-06-04 15:25:15.000000,81.0,134.0,1787.0,2021-01-16 17:51:40.000000,2.3,42.0,28.0,,conda-forge/vulture,vulture,13.0,680.0,1353.0,993.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000000,360.0,154500.0,155260.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062000,44860.0,2.0,,,,,,,,,,,,,,,,
+105,Diamond,https://github.com/python-diamond/Diamond,,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,profiling,26,False,python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000000,2021-04-29 21:15:40.000000,2018-03-15 16:54:31.000000,593.0,129.0,1620.0,2016-11-25 22:13:29.000000,4.0.515,36.0,343.0,,,diamond,232.0,3219.0,123.0,61.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000000,62.0,34875.0,34875.0,,,,2.0,,,,,,,,,,,,,,,,
+106,pybuilder,https://github.com/pybuilder/pybuilder,,Software build automation tool for Python.,build-tools,26,True,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000000,2021-06-11 07:51:49.000000,2020-10-18 16:56:10.000000,234.0,389.0,1309.0,2020-10-06 16:13:40.000000,0.12.10,617.0,35.0,,,pybuilder,87.0,1284.0,110.0,,https://pypi.org/project/pybuilder,2021-05-07 22:11:38.000000,110.0,19225.0,19225.0,,,,3.0,,,,,,,,,,,,,,,,
+107,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,26,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000000,2021-06-28 14:51:34.000000,2021-06-28 14:51:02.000000,42.0,110.0,750.0,2019-10-04 12:04:09.000000,0.10.2,25.0,39.0,,conda-forge/pdbpp,pdbpp,56.0,686.0,3132.0,2104.0,https://pypi.org/project/pdbpp,2019-10-04 12:04:09.000000,1028.0,323028.0,324288.0,https://anaconda.org/conda-forge/pdbpp,2019-05-07 20:32:36.208000,59250.0,2.0,,,,,,,,,,,,,,,,
+108,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,26,True,CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000000,2021-06-27 08:13:12.000000,2021-04-28 04:25:32.000000,74.0,160.0,701.0,2021-04-28 04:27:10.000000,3.2.6,140.0,37.0,,conda-forge/green,green,6.0,1041.0,943.0,585.0,https://pypi.org/project/green,2021-04-28 04:27:10.000000,358.0,17262.0,19028.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157000,81276.0,3.0,,,,,,,,,,,,,,,,
+109,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,26,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000000,2021-03-10 16:59:07.000000,2021-03-10 16:59:06.000000,134.0,196.0,681.0,2021-01-27 21:57:28.000000,0.10.0,26.0,71.0,,conda-forge/nose2,nose2,55.0,990.0,5770.0,3832.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000000,1938.0,434538.0,435391.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004000,32424.0,3.0,,,,,,,,,,,,,,,,
+110,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,26,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000000,2021-06-04 13:46:31.000000,2021-06-01 10:46:30.000000,47.0,32.0,655.0,2020-11-27 15:28:40.000000,1.3.2,17.0,24.0,,conda-forge/yappi,yappi,14.0,643.0,1066.0,426.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000000,640.0,148396.0,150072.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992000,82124.0,2.0,,,,,,,,,,,,,,,,
+111,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,26,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000000,2021-06-04 15:05:16.006000,2021-06-04 11:40:10.000000,61.0,116.0,655.0,2021-06-04 09:09:15.000000,2.12.1,41.0,18.0,,conda-forge/typeguard,typeguard,39.0,238.0,158.0,,https://pypi.org/project/typeguard,2021-06-04 09:09:15.000000,158.0,4286920.0,4288381.0,https://anaconda.org/conda-forge/typeguard,2021-06-04 15:05:16.006000,43850.0,2.0,,,,,,,,,,,,,,,,
+112,autoflake,https://github.com/myint/autoflake,,Removes unused imports and unused variables as reported by pyflakes.,refactoring,26,True,myint/autoflake,https://github.com/myint/autoflake,MIT,2012-12-27 03:40:17.000000,2021-05-26 15:10:21.374000,2020-12-27 17:36:40.000000,45.0,33.0,399.0,2019-08-04 15:14:24.000000,1.3.1,36.0,17.0,,conda-forge/autoflake,autoflake,33.0,439.0,2956.0,2376.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000000,580.0,741666.0,746598.0,https://anaconda.org/conda-forge/autoflake,2021-05-26 15:10:21.374000,133180.0,2.0,,,,,,,,,,,,,,,,
+113,sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,26,True,agronholm/sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000000,2021-05-20 18:56:40.000000,2021-04-15 00:19:06.000000,65.0,70.0,349.0,2020-10-12 20:37:53.000000,1.11.1,28.0,29.0,['sphinx'],conda-forge/sphinx-autodoc-typehints,sphinx-autodoc-typehints,45.0,174.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000000,1380.0,289721.0,294012.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666000,188816.0,2.0,,,,,,,,,,,,,,,,
+114,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,26,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000000,2021-06-01 22:35:18.000000,2021-04-04 23:02:21.000000,26.0,91.0,322.0,2021-02-22 05:24:56.000000,1.7.0,47.0,21.0,,conda-forge/darglint,darglint,37.0,495.0,576.0,556.0,https://pypi.org/project/darglint,2021-02-22 05:24:56.000000,20.0,184635.0,185260.0,https://anaconda.org/conda-forge/darglint,2021-04-05 00:44:14.308000,13761.0,2.0,,,,,,,,,,,,,,,,
+115,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,26,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000000,2021-06-16 15:01:08.000000,2021-06-16 15:01:08.000000,31.0,34.0,189.0,2021-03-21 15:51:09.000000,0.8.1,17.0,15.0,['pytest'],conda-forge/pytest-mypy,pytest-mypy,9.0,222.0,1373.0,1107.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000000,266.0,257326.0,257955.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057000,10701.0,3.0,,,,,,,,,,,,,,,,
+116,gdbgui,https://github.com/cs01/gdbgui,,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",debugging,25,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000000,2021-06-21 23:35:46.000000,2021-06-01 09:37:14.000000,473.0,160.0,8044.0,2021-05-20 07:34:40.000000,0.13.2.2,91.0,36.0,,,gdbgui,114.0,421.0,92.0,90.0,https://pypi.org/project/gdbgui,2021-05-20 07:33:03.000000,2.0,108948.0,109288.0,,,,3.0,,4087.0,,,,,,,,,,,,,,
+117,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,25,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000000,2021-07-01 01:23:19.000000,2021-07-01 01:14:03.000000,343.0,1666.0,6880.0,2021-07-01 01:23:19.000000,1.1.154,238.0,57.0,,,,9.0,,94.0,90.0,,,,,92614.0,,,,2.0,,,,,,,,,,pyright,https://www.npmjs.com/package/pyright,2021-07-01 01:16:49.774000,4.0,92614.0,,
+118,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,25,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000000,2021-06-30 20:48:58.000000,2021-06-30 20:48:58.000000,94.0,361.0,1778.0,,,73.0,51.0,,conda-forge/mamba,,159.0,1340.0,329.0,329.0,,,,,34496.0,https://anaconda.org/conda-forge/mamba,2021-06-25 23:07:22.847000,965913.0,3.0,,,,,,,,,,,,,,,,
+119,briefcase,https://github.com/beeware/briefcase,,Tools to support converting a Python project into a standalone native application.,packaging,25,True,beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000000,2021-06-07 05:06:34.000000,2021-06-07 05:05:38.000000,194.0,229.0,1165.0,2021-03-06 05:36:18.000000,0.3.5,35.0,82.0,,,briefcase,105.0,1180.0,24.0,,https://pypi.org/project/briefcase,2021-03-06 05:37:12.000000,24.0,2472.0,2472.0,,,,2.0,,,,,,,,,True,,,,,,,
+120,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,25,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000000,2021-06-28 10:47:38.000000,2021-04-29 11:51:53.000000,136.0,132.0,837.0,2020-12-07 12:41:15.000000,4.0.2,89.0,40.0,['pytest'],conda-forge/pytest-bdd,pytest-bdd,102.0,658.0,268.0,,https://pypi.org/project/pytest-bdd,2020-12-07 12:41:15.000000,268.0,189227.0,190455.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114000,31946.0,3.0,,,,,,,,,,,,,,,,
+121,pympler,https://github.com/pympler/pympler,,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",profiling,25,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000000,2021-05-25 14:39:54.000000,2020-10-15 19:16:49.000000,67.0,46.0,786.0,2016-03-31 11:48:42.000000,0.4.3,15.0,26.0,,conda-forge/pympler,pympler,32.0,443.0,478.0,,https://pypi.org/project/pympler,2020-10-14 20:27:50.000000,478.0,218546.0,221762.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935000,167252.0,3.0,,,,,,,,,,,,,,,,
+122,pdoc3,https://github.com/pdoc3/pdoc,,Auto-generate API documentation for Python projects.,documentation,25,True,pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000000,2021-06-13 14:22:15.000000,2021-06-13 14:21:44.000000,109.0,175.0,663.0,2020-11-27 01:50:49.000000,0.9.2,33.0,55.0,,,pdoc3,83.0,564.0,987.0,897.0,https://pypi.org/project/pdoc3,2020-11-27 01:50:49.000000,90.0,93664.0,93664.0,,,,2.0,,,,,,,,,True,,,,,,,
+123,asv,https://github.com/airspeed-velocity/asv,,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,testing,25,True,airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000000,2021-06-24 10:22:24.000000,2021-06-21 17:02:47.000000,129.0,301.0,602.0,2020-05-16 12:35:26.000000,0.4.2,16.0,54.0,,conda-forge/asv,asv,111.0,1890.0,259.0,171.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000000,88.0,20877.0,30008.0,https://anaconda.org/conda-forge/asv,2021-06-05 06:23:49.053000,493123.0,3.0,,,,,,,,,,,,,,,,
+124,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,25,False,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000000,2021-01-13 12:56:13.000000,2019-09-25 19:17:09.000000,203.0,78.0,575.0,2019-03-29 17:57:28.000000,0.7.1,56.0,37.0,['sphinx'],,sphinx-bootstrap-theme,57.0,393.0,3029.0,2053.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:57:28.000000,976.0,37315.0,37315.0,,,,2.0,,,,,,,,,,,,,,,,
+125,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,25,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000000,2021-06-30 14:31:20.000000,2021-06-30 14:31:15.000000,84.0,48.0,557.0,2020-03-02 14:42:32.000000,2.0.2,22.0,34.0,,conda-forge/pyhamcrest,pyhamcrest,12.0,,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000000,3392.0,949687.0,955576.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195000,365173.0,3.0,,,,,,,,,,,,,,,,
+126,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,25,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000000,2021-06-25 14:05:18.000000,2021-06-25 14:05:18.000000,135.0,265.0,470.0,2020-12-13 22:17:40.000000,5.0.1,47.0,87.0,,conda-forge/setuptools_scm,setuptools_scm,72.0,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000000,694.0,11666107.0,11676760.0,https://anaconda.org/conda-forge/setuptools_scm,2021-03-17 16:05:30.451000,681844.0,3.0,,,,,,,,,,,,,,,,
+127,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,25,True,paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000000,2021-06-21 14:55:20.000000,2021-06-21 14:55:20.000000,78.0,93.0,441.0,2017-12-31 01:13:41.000000,1.3.4,28.0,45.0,,conda-forge/paver,paver,37.0,534.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000000,1908.0,30962.0,31357.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122000,22166.0,3.0,,,,,,,,,,,,,,,,
+128,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,25,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000000,2021-06-24 22:50:46.000000,2021-06-24 22:29:17.000000,56.0,59.0,361.0,,,30.0,27.0,,,mypy-protobuf,14.0,254.0,271.0,247.0,https://pypi.org/project/mypy-protobuf,2021-06-24 22:08:04.000000,24.0,455531.0,455531.0,,,,2.0,,,,,,,2.0,,,,,,,,,
+129,sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,documentation,25,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000000,2021-06-24 02:56:51.000000,2021-03-14 13:43:08.000000,49.0,44.0,336.0,2021-03-14 13:46:47.000000,2021.3.14,15.0,17.0,['sphinx'],conda-forge/sphinx-autobuild,sphinx-autobuild,12.0,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000000,4682.0,166064.0,167291.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297000,62593.0,2.0,,,,,,,,,,,,,,,,
+130,wasabi,https://github.com/ines/wasabi,,A lightweight console printing and formatting toolkit.,logging,25,True,ines/wasabi,https://github.com/ines/wasabi,MIT,2018-11-17 14:40:55.000000,2021-04-04 06:43:57.000000,2021-01-31 03:56:30.000000,16.0,3.0,292.0,2021-01-31 04:00:51.000000,0.8.2,34.0,4.0,,conda-forge/wasabi,wasabi,3.0,203.0,12088.0,11674.0,https://pypi.org/project/wasabi,2021-01-31 04:00:51.000000,414.0,2339133.0,2352083.0,https://anaconda.org/conda-forge/wasabi,2021-02-01 05:11:04.383000,375557.0,3.0,,,,,,,,,True,,,,,,,
+131,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,25,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000000,2021-06-13 13:28:36.000000,2021-06-13 13:28:19.000000,30.0,71.0,231.0,,,40.0,19.0,,conda-forge/check-manifest,check-manifest,15.0,521.0,7492.0,5688.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000000,1804.0,191603.0,192528.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618000,28698.0,2.0,,,,,,,,,,,,,,,,
+132,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,25,False,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000000,2020-06-06 07:55:44.000000,2020-05-12 23:46:18.000000,33.0,39.0,129.0,2020-05-12 23:46:28.000000,3.2.0,37.0,28.0,['flake8'],conda-forge/flake8-quotes,flake8-quotes,3.0,99.0,4659.0,3255.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000000,1404.0,606546.0,616292.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431000,565279.0,2.0,,,,,,,,,,,,,,,,
+133,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,25,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000000,2021-06-09 07:48:32.414000,2020-08-11 08:04:26.000000,35.0,37.0,111.0,2020-08-11 08:04:21.000000,4.0.0,31.0,28.0,['flake8'],conda-forge/flake8-isort,flake8-isort,9.0,257.0,3923.0,2995.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000000,928.0,420221.0,420794.0,https://anaconda.org/conda-forge/flake8-isort,2021-06-09 07:48:32.414000,12051.0,2.0,,,,,,,,,,,,,,,,
+134,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,24,True,plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000000,2021-06-29 17:03:53.000000,2021-06-29 16:59:58.000000,145.0,96.0,4121.0,2021-06-29 17:01:58.000000,1.3.8,109.0,19.0,,,scalene,26.0,1612.0,46.0,46.0,https://pypi.org/project/scalene,2021-06-29 17:03:53.000000,0.0,5779.0,5779.0,,,,3.0,,,,,,,,,,,,,,,,
+135,pipx,https://github.com/pypa/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,24,True,pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000000,2021-06-16 06:26:16.000000,2021-06-16 06:26:16.000000,163.0,327.0,3842.0,2021-05-28 23:22:14.000000,0.16.3,45.0,57.0,,,pipx,72.0,464.0,4.0,,https://pypi.org/project/pipx,2021-05-28 23:22:14.000000,4.0,58458.0,58458.0,,,,3.0,,,,,,,,,,,,,,,,
+136,notifiers,https://github.com/liiight/notifiers,,The easy way to send notifications.,logging,24,True,liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000000,2021-06-14 16:42:15.000000,2020-12-30 22:21:45.000000,72.0,53.0,1927.0,2019-10-05 13:00:41.000000,1.2.1,26.0,14.0,,,notifiers,38.0,377.0,149.0,143.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000000,6.0,311069.0,311069.0,,,,3.0,,,,,,,,,,,,,,,,
+137,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,24,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000000,2021-06-20 21:23:39.000000,2021-06-20 21:15:16.000000,274.0,197.0,1916.0,2021-06-20 21:23:39.000000,6.4.0,5.0,103.0,['pytest'],,pytest-testinfra,111.0,664.0,0.0,,https://pypi.org/project/pytest-testinfra,2021-06-20 21:23:39.000000,0.0,84307.0,84307.0,,,,3.0,,,,,,,,,,,,,,,,
+138,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,24,True,dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000000,2021-01-11 21:31:40.000000,2021-01-11 21:31:39.000000,99.0,161.0,1718.0,2020-04-28 06:31:17.000000,.0.8.3,30.0,37.0,,,dephell,100.0,2145.0,242.0,234.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000000,8.0,19157.0,19162.0,,,,3.0,,130.0,,,,,,,,,,,,,,
+139,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,24,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000000,2020-12-29 05:34:09.000000,2020-11-16 01:36:32.000000,594.0,115.0,1689.0,2020-11-16 03:43:07.000000,1.0.2,41.0,13.0,,,uiautomator,171.0,316.0,310.0,188.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000000,122.0,16358.0,16358.0,,,,3.0,,,,,,,,,,,,,,,,
+140,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,24,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000000,2021-06-30 02:45:58.000000,2021-06-30 02:40:53.000000,136.0,505.0,991.0,2021-06-07 04:16:30.000000,6.7.2,222.0,16.0,,,pyarmor,8.0,3130.0,229.0,219.0,https://pypi.org/project/pyarmor,2021-06-07 04:16:04.000000,10.0,55149.0,55149.0,,,,3.0,,18.0,,,,,,,,,,,,,,
+141,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,24,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000000,2021-06-16 19:02:18.000000,2021-06-16 19:02:17.000000,106.0,167.0,949.0,2021-06-11 07:26:05.000000,7.1.1,66.0,30.0,,,pdoc,4.0,,627.0,339.0,https://pypi.org/project/pdoc,2021-06-11 07:26:05.000000,288.0,62213.0,62213.0,,,,3.0,,,,,,,,,,,,,,,,
+142,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,24,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000000,2021-04-25 06:43:44.000000,2019-04-10 18:20:19.000000,77.0,53.0,784.0,2019-04-10 18:20:47.000000,7.7.1,99.0,41.0,,,pylama,72.0,689.0,3467.0,2463.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000000,1004.0,94179.0,94179.0,,,,3.0,,,,,,,,,,,,,,,,
+143,pytest-watch,https://github.com/joeyespo/pytest-watch,,Local continuous test runner with pytest and watchdog.,testing,24,False,joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000000,2021-01-29 17:57:16.000000,2019-06-15 20:36:43.000000,48.0,41.0,570.0,2018-05-20 19:52:16.000000,4.2.0,17.0,16.0,['pytest'],conda-forge/pytest-watch,pytest-watch,39.0,183.0,3073.0,2291.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000000,782.0,227574.0,228631.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906000,44403.0,3.0,,,,,,,,,,,,,,,,
+144,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,24,True,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000000,2021-06-01 21:27:30.000000,2020-11-16 12:31:58.000000,64.0,52.0,467.0,2020-11-16 12:36:24.000000,0.11.2,21.0,22.0,,,mamba,45.0,468.0,220.0,,https://pypi.org/project/mamba,2020-11-16 12:35:41.000000,220.0,24117.0,24117.0,,,,3.0,,,,,,,,,,,,,,,,
+145,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,24,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000000,2021-06-28 07:04:38.000000,2021-06-02 17:58:14.000000,21.0,19.0,283.0,2020-11-03 22:11:18.000000,1.3.2,13.0,9.0,,,interrogate,11.0,149.0,666.0,666.0,https://pypi.org/project/interrogate,2021-05-15 00:17:44.000000,0.0,61192.0,61192.0,,,,3.0,,,,,,,,,,,,,,,,
+146,py2exe,https://github.com/py2exe/py2exe,,A distutils extension to create standalone Windows programs from Python code.,packaging,24,True,py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000000,2021-07-01 13:47:20.000000,2021-04-24 12:57:17.000000,37.0,68.0,245.0,2021-04-24 13:10:04.000000,0.10.4.0,10.0,14.0,,,py2exe,5.0,965.0,1527.0,1181.0,https://pypi.org/project/py2exe,2021-04-24 13:15:25.000000,346.0,22409.0,22757.0,,,,2.0,,9745.0,,,,,,,,,,,,,,
+147,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,24,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000000,2021-03-12 04:22:24.000000,2020-08-04 12:21:12.000000,61.0,85.0,241.0,2019-03-04 08:39:11.000000,0.18.1,34.0,40.0,['flake8'],conda-forge/flake8-import-order,flake8-import-order,11.0,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000000,1892.0,364238.0,367659.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199000,191628.0,3.0,,,,,,,,,,,,,,,,
+148,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,24,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000000,2021-05-27 20:08:06.000000,2020-12-27 18:10:35.000000,31.0,22.0,216.0,2019-11-10 16:23:03.000000,1.3.1,48.0,15.0,,,docformatter,27.0,441.0,751.0,641.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000000,110.0,63285.0,63285.0,,,,3.0,,,,,,,,,,,,,,,,
+149,py2app,https://github.com/ronaldoussoren/py2app,,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,packaging,24,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000000,2021-05-14 20:21:54.000000,2021-04-06 08:23:10.000000,9.0,198.0,135.0,2021-04-06 08:27:25.000000,0.24,39.0,24.0,,,py2app,150.0,598.0,5352.0,3710.0,https://pypi.org/project/py2app,2021-04-06 08:25:30.000000,1642.0,12405.0,12405.0,,,,2.0,,,,,,,,,,,,,,,,
+150,asteval,https://github.com/newville/asteval,,minimalistic evaluator of python expression using ast module.,ast,24,True,newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000000,2021-06-22 20:07:51.000000,2021-06-22 20:07:47.000000,32.0,44.0,123.0,2021-06-22 12:00:47.000000,0.9.25,25.0,18.0,,conda-forge/asteval,asteval,6.0,410.0,813.0,575.0,https://pypi.org/project/asteval,2021-06-22 12:00:47.000000,238.0,144275.0,146551.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922000,129786.0,3.0,,,,,,,,,,,,,,,,
+151,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness.,testing,24,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000000,2021-06-28 14:00:50.000000,2021-06-28 00:25:37.000000,5.0,17.0,96.0,2021-06-28 14:00:50.000000,0.15.5,57.0,5.0,,,xdoctest,16.0,606.0,1180.0,1128.0,https://pypi.org/project/xdoctest,2021-06-28 02:23:53.000000,52.0,79995.0,79995.0,,,,3.0,,,,,,,,,,,,,,,conda-forge/xdoctest,
+152,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,23,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000000,2021-06-12 15:56:25.000000,2021-06-07 14:43:41.000000,264.0,203.0,6748.0,2021-06-07 14:44:29.000000,1.0.67,52.0,30.0,,,bpytop,41.0,398.0,0.0,,https://pypi.org/project/bpytop,2021-06-07 14:44:29.000000,0.0,11280.0,11280.0,,,,3.0,,,,,,,,,,,,,,,,
+153,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,23,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000000,2021-06-22 20:47:50.000000,2021-06-22 20:46:55.000000,99.0,52.0,5006.0,2021-06-22 20:52:25.000000,2.1.1,15.0,14.0,,,icecream,16.0,209.0,6.0,,https://pypi.org/project/icecream,2021-06-22 20:47:50.000000,6.0,67523.0,67523.0,,,,3.0,,,,,,,,,,,,,,,,
+154,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,23,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872000,2021-06-21 03:42:52.461000,2021-01-04 03:14:37.000000,338.0,38.0,3656.0,2021-06-20 23:34:51.000000,3.17.3,168.0,16.0,,conda-forge/rebound,rebound,20.0,166.0,33.0,19.0,https://pypi.org/project/rebound,2021-06-20 23:34:51.000000,14.0,2072.0,4751.0,https://anaconda.org/conda-forge/rebound,2021-06-21 03:42:52.461000,133750.0,3.0,,168.0,,,,,,,,,,,,,,
+155,MonkeyType,https://github.com/Instagram/MonkeyType,,A system for Python that generates static type annotations by collecting runtime types.,refactoring,23,True,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000000,2021-06-23 17:02:56.000000,2021-06-23 17:02:55.000000,126.0,109.0,3423.0,2021-05-21 22:24:36.000000,21.5.0,21.0,37.0,,conda-forge/monkeytype,monkeytype,37.0,,158.0,124.0,https://pypi.org/project/monkeytype,2021-05-21 22:24:36.000000,34.0,40580.0,41367.0,https://anaconda.org/conda-forge/monkeytype,2021-05-22 12:13:35.937000,33057.0,2.0,,,,,,,,,,,,,,,,
+156,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real time throughput, eta and very cool animations!.",logging,23,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000000,2021-07-01 05:04:28.000000,2021-01-08 01:36:09.000000,102.0,49.0,2491.0,2021-01-08 01:37:28.000000,1.6.2,19.0,1.0,,conda-forge/alive-progress,alive-progress,21.0,246.0,329.0,329.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000000,0.0,16034.0,16500.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990000,7930.0,3.0,,,,,,,,,,,,,,,,
+157,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,23,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000000,2021-06-29 01:13:31.000000,2021-06-29 01:13:31.000000,68.0,180.0,1031.0,2021-06-11 14:50:43.000000,2.19.4,101.0,18.0,,conda-forge/pyupgrade,pyupgrade,15.0,699.0,10.0,,https://pypi.org/project/pyupgrade,2021-06-11 14:50:43.000000,10.0,139893.0,147414.0,https://anaconda.org/conda-forge/pyupgrade,2021-06-11 16:44:52.769000,225649.0,2.0,,,,,,,,,,,,,,,,
+158,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,23,False,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000000,2020-12-13 18:51:56.000000,2019-08-11 17:42:44.000000,66.0,46.0,603.0,2019-03-17 19:03:54.000000,0.9.2,15.0,34.0,,,redbaron,59.0,1669.0,474.0,302.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000000,172.0,36794.0,36794.0,,,,2.0,,,,,,,,,,,,,,,,
+159,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,23,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000000,2021-06-20 18:51:53.000000,2021-06-20 17:58:17.000000,95.0,185.0,579.0,2021-06-13 05:12:23.000000,2021.6.12,20.0,59.0,['pytest'],conda-forge/nox,nox,35.0,,56.0,,https://pypi.org/project/nox,2021-06-13 05:12:23.000000,56.0,369558.0,370516.0,https://anaconda.org/conda-forge/nox,2021-06-20 09:53:07.394000,31627.0,3.0,,,,,,,,,,,,,,,,
+160,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,23,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000000,2021-06-07 15:00:47.000000,2021-06-07 08:44:46.000000,74.0,33.0,498.0,2021-03-02 19:34:23.000000,2.1.0,14.0,29.0,,conda-forge/prettytable,prettytable,19.0,335.0,0.0,,https://pypi.org/project/prettytable,2021-03-02 19:34:23.000000,0.0,3821054.0,3825650.0,https://anaconda.org/conda-forge/prettytable,2021-03-02 22:49:12.885000,280384.0,3.0,,,,,,,,,,,,,,,,
+161,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,23,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000000,2021-04-30 14:52:41.000000,2021-04-30 14:52:24.000000,28.0,82.0,482.0,2021-04-28 12:52:09.000000,1.1.1,35.0,16.0,['pytest'],conda-forge/pytest-testmon,pytest-testmon,28.0,280.0,409.0,311.0,https://pypi.org/project/pytest-testmon,2021-04-28 12:47:25.000000,98.0,75319.0,76067.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063000,30673.0,3.0,,,,,,,,,,,,,,,,
+162,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,23,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000000,2021-06-22 08:23:52.000000,2021-06-22 08:23:51.000000,22.0,36.0,326.0,2021-05-10 11:00:33.000000,3.8.0,23.0,15.0,,,pytest-randomly,7.0,,214.0,,https://pypi.org/project/pytest-randomly,2021-05-10 11:00:33.000000,214.0,344656.0,344656.0,,,,3.0,,,,,,,,,,,,,,,,
+163,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,23,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000000,2021-06-22 08:23:49.000000,2021-06-22 08:23:48.000000,13.0,30.0,278.0,2021-05-10 12:24:46.000000,3.5.0,27.0,10.0,['flake8'],conda-forge/flake8-comprehensions,flake8-comprehensions,7.0,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-05-10 12:24:46.000000,714.0,527323.0,533769.0,https://anaconda.org/conda-forge/flake8-comprehensions,2021-05-10 17:44:18.389000,361002.0,3.0,,,,,,,,,,,,,,,,
+164,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,23,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000000,2021-06-23 02:16:33.000000,2021-06-23 02:16:32.000000,7.0,25.0,192.0,2021-06-22 10:21:07.000000,1.1.0,11.0,11.0,['flake8'],,flake8-eradicate,1.0,314.0,72.0,,https://pypi.org/project/flake8-eradicate,2021-06-22 10:20:25.000000,72.0,204876.0,204876.0,,,,3.0,,,,,,,,,,,,,,,,
+165,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,23,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000000,2021-05-26 07:12:42.000000,2021-05-26 07:12:14.000000,13.0,24.0,188.0,2021-05-26 07:12:42.000000,0.7.3,19.0,7.0,,conda-forge/xenon,xenon,6.0,104.0,340.0,216.0,https://pypi.org/project/xenon,2021-05-26 07:12:42.000000,124.0,63060.0,63321.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883000,11764.0,3.0,,,,,,,,,,,,,,,,
+166,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,23,True,predictive-analytics-lab/data-science-types,https://github.com/predictive-analytics-lab/data-science-types,Apache-2.0,2019-09-20 11:45:49.000000,2021-02-16 17:29:01.000000,2021-02-16 17:29:00.000000,57.0,23.0,185.0,2021-02-16 16:47:31.000000,0.2.23,26.0,44.0,,,data-science-types,39.0,446.0,87.0,87.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000000,0.0,23350.0,23350.0,,,,3.0,,,,,,,,,,,,,,,,
+167,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,23,False,bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000000,2020-01-30 01:07:19.000000,2020-01-26 03:27:03.000000,38.0,42.0,159.0,2020-01-11 00:29:49.000000,1.6.3,32.0,10.0,['sphinx'],,releases,30.0,520.0,1063.0,357.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000000,706.0,12295.0,12295.0,,,,3.0,,,,,,,,,,,,,,,,
+168,memory_profiler,https://github.com/fabianp/memory_profiler,,Monitor Memory usage of Python code.,profiling,23,False,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632000,2020-10-20 18:00:58.207000,2018-06-28 13:35:12.000000,12.0,,63.0,2018-08-16 03:16:49.000000,0.54.0,52.0,61.0,,conda-forge/memory_profiler,memory_profiler,,500.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,534.0,470919.0,472918.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207000,123963.0,3.0,,,,,,,,,,,,,,,,
+169,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,22,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000000,2021-01-29 16:48:55.000000,2021-01-29 16:48:11.000000,195.0,41.0,3966.0,2021-01-29 16:48:55.000000,0.3.3,16.0,14.0,,,better-exceptions,29.0,97.0,74.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000000,74.0,30691.0,30691.0,,,,3.0,,,,,,,,,,,,,,,,
+170,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,22,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000000,2021-02-20 07:50:28.000000,2021-02-20 07:47:40.000000,165.0,56.0,3748.0,2018-06-24 14:16:36.000000,0.37.6,24.0,17.0,,,vprof,24.0,619.0,91.0,73.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000000,18.0,3095.0,3095.0,,,,3.0,,,,,,,,,,,,,,,,
+171,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,22,False,python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000000,2020-12-25 03:47:37.000000,2020-03-08 21:43:06.000000,224.0,75.0,2045.0,2018-11-01 16:02:57.000000,0.42,15.0,22.0,,,python-taint,20.0,1576.0,67.0,45.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000000,22.0,2667.0,2668.0,,,,3.0,,62.0,,,,,,,,,,,,,,
+172,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,22,True,sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000000,2021-05-17 05:55:37.000000,2020-08-26 00:32:16.000000,185.0,125.0,1692.0,2017-11-22 14:27:35.000000,2.7.0,37.0,56.0,,,sixpack,88.0,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000000,4.0,281.0,281.0,,,,3.0,,,,,,,,,,,,,,,,
+173,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,22,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000000,2021-03-01 11:41:45.000000,2021-02-21 23:09:11.000000,85.0,34.0,1295.0,2020-09-17 01:55:39.000000,0.9.0,8.0,26.0,,conda-forge/bowler,bowler,46.0,182.0,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000000,10.0,31613.0,31921.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246000,9857.0,3.0,,,,,,,,,,,,,,,,
+174,shiv,https://github.com/linkedin/shiv,,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",packaging,22,True,linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000000,2021-06-28 22:10:57.000000,2021-06-28 22:10:43.000000,69.0,60.0,1205.0,2021-04-27 16:06:42.000000,0.5.1,56.0,33.0,,,shiv,27.0,,10.0,,https://pypi.org/project/shiv,2021-04-30 16:25:28.000000,10.0,8179.0,8184.0,,,,3.0,,137.0,,,,,,,,,,,,,,
+175,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,22,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000000,2021-03-18 20:44:50.000000,2021-01-01 18:48:26.000000,31.0,14.0,1137.0,2020-10-31 13:10:42.000000,0.2.5,14.0,6.0,,,stackprinter,9.0,159.0,62.0,58.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000000,4.0,19554.0,19554.0,,,,3.0,,,,,,,,,,,,,,,,
+176,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,22,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000000,2021-03-29 17:53:40.000000,2019-12-20 19:59:49.000000,132.0,28.0,747.0,2018-07-25 01:42:48.000000,0.6.0,11.0,36.0,,,pycco,27.0,222.0,445.0,221.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000000,224.0,3507.0,3507.0,,,,3.0,,,,,,,,,,,,,,,,
+177,cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",packaging,22,True,marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000000,2021-06-26 13:21:56.000000,2021-06-23 19:44:20.000000,157.0,600.0,733.0,2021-04-14 09:46:22.000000,6.6,23.0,90.0,,conda-forge/cx_freeze,cx_freeze,64.0,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000000,153.0,43449.0,46081.0,https://anaconda.org/conda-forge/cx_freeze,2021-04-17 10:45:33.022000,78985.0,3.0,,,,,,,,,,,,,,,,
+178,pynsist,https://github.com/takluyver/pynsist,,Build Windows installers for Python applications.,packaging,22,True,takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000000,2021-06-21 13:21:11.000000,2021-06-21 13:21:11.000000,101.0,130.0,714.0,2020-07-03 08:11:24.000000,2.5.1,21.0,28.0,,,pynsist,25.0,543.0,88.0,,https://pypi.org/project/pynsist,2021-03-28 16:28:58.000000,88.0,6683.0,6683.0,,,,3.0,,,,,,,,,,,,,,,,
+179,python-hunter,https://github.com/ionelmc/python-hunter,,Hunter is a flexible code tracing toolkit.,debugging,22,True,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000000,2021-06-23 20:47:14.000000,2021-06-23 16:06:47.000000,32.0,46.0,624.0,2021-06-23 20:47:14.000000,3.3.8,45.0,8.0,,,hunter,37.0,957.0,97.0,63.0,https://pypi.org/project/hunter,2021-06-23 20:47:14.000000,34.0,6006.0,6006.0,,,,3.0,,,,,,,,,,,,,,,,
+180,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,22,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000000,2021-05-11 18:59:06.000000,2021-03-26 18:40:56.000000,20.0,16.0,601.0,2021-03-26 18:41:23.000000,0.3.0,10.0,20.0,,,snoop,13.0,390.0,63.0,55.0,https://pypi.org/project/snoop,2021-03-26 18:41:23.000000,8.0,31669.0,31669.0,,,,3.0,,,,,,,,,,,,,,,,
+181,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,22,False,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000000,2021-01-31 10:24:10.000000,2020-02-10 02:47:14.000000,50.0,29.0,259.0,2019-02-25 23:55:38.000000,0.8,19.0,31.0,,,baron,46.0,1489.0,275.0,163.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000000,112.0,37184.0,37184.0,,,,3.0,,,,,,,,,,,,,,,,
+182,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,22,False,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000000,2021-02-14 21:22:27.000000,2019-06-17 12:14:38.000000,19.0,25.0,124.0,2018-03-19 16:49:31.000000,2.0.0,19.0,9.0,['flake8'],,flake8-commas,5.0,165.0,2158.0,1608.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000000,550.0,252092.0,252092.0,,,,3.0,,,,,,,,,,,,,,,,
+183,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,22,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000000,2021-06-13 14:27:36.000000,2021-04-15 22:33:29.000000,7.0,14.0,90.0,2020-07-25 16:07:56.000000,0.2.1,9.0,4.0,['flake8'],conda-forge/flake8-black,flake8-black,4.0,86.0,914.0,878.0,https://pypi.org/project/flake8-black,2020-07-25 16:07:56.000000,36.0,191791.0,196354.0,https://anaconda.org/conda-forge/flake8-black,2020-07-25 16:32:38.063000,114078.0,3.0,,,,,,,,,,,,,,,,
+184,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,21,False,lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000000,2021-06-04 01:31:20.000000,2017-03-13 17:42:17.000000,190.0,15.0,2547.0,,,13.0,20.0,,,pyrasite,40.0,274.0,38.0,32.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000000,6.0,15840.0,15840.0,,,,3.0,,,,,,,,,,,,,,,,
+185,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,21,True,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000000,2021-04-08 20:15:04.000000,2021-04-08 17:55:02.000000,15.0,15.0,310.0,2021-04-08 20:14:54.000000,1.8.0,22.0,10.0,,,manhole,5.0,484.0,136.0,70.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000000,66.0,8359.0,8359.0,,,,3.0,,,,,,,,,,,,,,,,
+186,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,21,False,ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332000,2020-07-19 15:23:26.710000,2019-10-30 17:50:10.000000,47.0,,248.0,,,13.0,10.0,,conda-forge/assertpy,assertpy,,279.0,124.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000000,124.0,152241.0,152500.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710000,11437.0,3.0,,,,,,,,,,,,,,,,
+187,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,21,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000000,2021-06-29 01:14:15.000000,2021-06-29 01:14:14.000000,17.0,29.0,225.0,2021-03-02 02:05:09.000000,1.10.0,19.0,12.0,,conda-forge/blacken-docs,blacken-docs,2.0,170.0,22.0,,https://pypi.org/project/blacken-docs,2021-03-02 02:05:09.000000,22.0,7349.0,8755.0,https://anaconda.org/conda-forge/blacken-docs,2021-03-02 04:02:19.005000,16876.0,3.0,,,,,,,,,,,,,,,,
+188,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,21,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000000,2021-06-14 12:23:31.000000,2021-06-14 12:23:20.000000,40.0,14.0,214.0,2021-06-14 12:12:56.000000,0.10.3,15.0,11.0,['pytest'],,pytest-docker,17.0,60.0,28.0,,https://pypi.org/project/pytest-docker,2021-06-14 12:09:30.000000,28.0,31820.0,31823.0,,,,3.0,,66.0,,,,,,,,,,,,,,
+189,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,21,False,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000000,2020-02-01 18:49:47.818000,2020-02-01 17:56:35.000000,13.0,19.0,193.0,2020-02-01 18:04:00.000000,0.6.3,12.0,7.0,['pytest'],conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,15.0,92.0,399.0,337.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000000,62.0,162214.0,167268.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818000,257764.0,3.0,,,,,,,,,,,,,,,,
+190,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,21,True,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000000,2021-06-08 19:16:26.000000,2020-07-23 01:35:13.000000,29.0,44.0,189.0,2020-07-23 01:35:39.000000,0.5.8,22.0,9.0,['mkdocs'],,mkdocs-pdf-export-plugin,36.0,68.0,135.0,131.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000000,4.0,12053.0,12053.0,,,,3.0,,,,,,,,,,,,,,,,
+191,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,21,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000000,2021-03-21 11:36:52.000000,2021-03-21 11:36:52.000000,18.0,3.0,90.0,2019-12-31 16:44:58.000000,0.2.1,10.0,14.0,,conda-forge/dodgy,dodgy,8.0,70.0,1866.0,1342.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000000,524.0,149858.0,150267.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579000,24165.0,3.0,,,,,,,,,,,,,,,,
+192,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,21,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000000,2021-04-21 08:08:02.000000,2021-04-14 06:13:26.000000,16.0,31.0,67.0,2020-05-14 10:45:01.000000,1.5.3,23.0,14.0,['flake8'],conda-forge/flake8-builtins,flake8-builtins,2.0,211.0,2697.0,2185.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000000,512.0,341117.0,343224.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836000,118028.0,3.0,,,,,,,,,,,,,,,,
+193,Profiling,https://github.com/what-studio/profiling,,Was an interactive continuous Python profiler.,profiling,20,True,what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000000,2020-08-24 01:31:58.000000,2020-08-24 01:31:58.000000,114.0,20.0,2995.0,2017-06-28 06:10:16.000000,0.1.3,3.0,18.0,,,profiling,15.0,433.0,40.0,35.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000000,5.0,3744.0,3744.0,,,,3.0,,,,,,,,,,,,,,,,
+194,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,20,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000000,2021-06-22 22:07:13.000000,2021-06-22 22:07:08.000000,64.0,29.0,2114.0,2021-06-22 22:05:04.000000,1.2.22,45.0,4.0,,,pretty_errors,1.0,124.0,0.0,,https://pypi.org/project/pretty_errors,2021-06-22 22:05:04.000000,0.0,15219.0,15219.0,,,,3.0,,,,,,,,,,,,,,,,
+195,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,20,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000000,2021-06-02 11:06:44.000000,2021-06-02 11:06:40.000000,45.0,21.0,1456.0,2020-12-02 20:41:20.000000,20.12.2,3.0,22.0,,,xar,8.0,61.0,15.0,15.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000000,,197.0,197.0,,,,3.0,,,,,,,,,,,,,,,,
+196,pyannotate,https://github.com/dropbox/pyannotate,,Auto-generate PEP-484 annotations.,refactoring,20,True,dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000000,2021-04-10 20:11:31.000000,2021-03-19 18:13:03.000000,46.0,33.0,1210.0,2019-09-16 15:37:03.000000,1.2.0,9.0,16.0,,,pyannotate,26.0,94.0,88.0,62.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000000,26.0,3729.0,3729.0,,,,3.0,,,,,,,,,,,,,,,,
+197,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,20,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000000,2021-07-01 09:03:50.000000,2021-07-01 09:03:43.000000,45.0,52.0,774.0,2020-09-02 06:33:11.000000,1.19.0,46.0,16.0,,,wily,28.0,703.0,16.0,,https://pypi.org/project/wily,2021-07-01 08:25:50.000000,16.0,7421.0,7421.0,,,,3.0,,,,,,,,,,,,,,,,
+198,mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,20,True,mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000000,2021-06-27 14:33:54.000000,2021-06-09 21:25:32.000000,47.0,134.0,385.0,2021-06-09 21:24:38.000000,0.15.2,37.0,19.0,['mkdocs'],conda-forge/mkdocstrings,mkdocstrings,42.0,429.0,0.0,,https://pypi.org/project/mkdocstrings,2021-06-09 21:24:38.000000,0.0,52219.0,52786.0,https://anaconda.org/conda-forge/mkdocstrings,2021-06-10 00:40:28.008000,5105.0,3.0,,,,,,,,,,,,,,,,
+199,Fixit,https://github.com/Instagram/Fixit,,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",linters,20,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000000,2021-06-07 21:33:33.000000,2021-06-02 20:45:01.000000,37.0,25.0,245.0,2020-12-11 01:56:10.000000,0.1.3,5.0,25.0,,,fixit,34.0,156.0,7.0,7.0,https://pypi.org/project/fixit,2020-12-11 01:53:21.000000,0.0,2168.0,2168.0,,,,3.0,,,,,,,,,,,,,,,,
+200,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,20,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000000,2021-06-29 01:14:09.000000,2021-06-29 01:14:08.000000,13.0,34.0,185.0,2021-01-24 18:14:07.000000,2.1.0,30.0,9.0,,,add-trailing-comma,1.0,250.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-24 18:14:07.000000,14.0,9066.0,9066.0,,,,3.0,,,,,,,,,,,,,,,,
+201,pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,pytest plugin for manipulating test data directories and files.,testing,20,False,gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000000,2020-11-22 23:34:25.000000,2019-10-22 13:19:39.000000,17.0,11.0,143.0,2019-10-22 13:04:22.000000,1.3.1,9.0,7.0,['pytest'],conda-forge/pytest-datadir,pytest-datadir,4.0,71.0,428.0,350.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000000,78.0,98497.0,99872.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374000,78402.0,3.0,,,,,,,,,,,,,,,,
+202,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,20,False,ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000000,2020-06-19 16:51:36.000000,2020-06-19 16:51:00.000000,15.0,3.0,103.0,2017-08-31 23:17:01.000000,17.8.0,6.0,8.0,['flake8'],,flake8-mypy,19.0,50.0,899.0,701.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000000,198.0,39710.0,39710.0,,,,3.0,,,,,,,,,,,,,,,,
+203,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,20,True,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000000,2020-10-07 04:18:38.000000,2020-10-07 04:18:32.000000,28.0,16.0,101.0,2019-12-23 17:05:52.000000,0.5.4,22.0,16.0,['sphinx'],,sphinx-markdown-builder,18.0,99.0,191.0,149.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000000,42.0,13322.0,13322.0,,,,3.0,,,,,,,,,,,,,,,,clayrisser/sphinx-markdown-builder
+204,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,20,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000000,2021-03-10 19:35:23.000000,2021-03-10 19:35:23.000000,9.0,5.0,58.0,,,5.0,7.0,['pylint'],conda-forge/pylint-flask,pylint-flask,4.0,40.0,5815.0,5109.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000000,706.0,179221.0,180064.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934000,49791.0,3.0,,,,,,,,,,,,,,,,
+205,Birdseye,https://github.com/alexmojaki/birdseye,,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,debugging,19,True,alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000000,2021-06-28 20:10:21.000000,2021-03-26 14:30:21.000000,70.0,31.0,1406.0,2020-08-25 21:49:38.000000,0.8.4,35.0,9.0,,,birdseye,17.0,397.0,0.0,,https://pypi.org/project/birdseye,2020-08-25 21:49:38.000000,0.0,1137.0,1137.0,,,,3.0,,,,,,,,,,,,,,,,
+206,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,19,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000000,2021-01-19 19:03:16.000000,2019-05-10 19:18:48.000000,23.0,38.0,369.0,2019-05-10 19:21:38.000000,0.0.19,18.0,3.0,,,vex,2.0,200.0,37.0,21.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000000,16.0,2198.0,2198.0,,,,3.0,,,,,,,,,,,,,,,,
+207,python-devtools,https://github.com/samuelcolvin/python-devtools,,Dev tools for python.,logging,19,True,samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000000,2021-05-13 20:54:14.000000,2021-03-30 12:05:16.000000,12.0,22.0,354.0,2020-10-22 13:55:06.000000,0.6.1,10.0,5.0,,,python-devtools,12.0,83.0,370.0,369.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000000,1.0,452.0,452.0,,,,3.0,,,,,,,,,True,,,,,,,
+208,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,19,True,dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000000,2020-12-08 17:21:33.000000,2020-12-08 17:21:32.000000,13.0,12.0,315.0,2020-10-30 20:40:39.000000,0.11.0,13.0,7.0,,,dlint,20.0,201.0,18.0,,https://pypi.org/project/dlint,2020-10-30 20:40:39.000000,18.0,26913.0,26913.0,,,,3.0,,,,,,,,,,,,,,,,
+209,constructor,https://github.com/conda/constructor,,tool for creating installers from conda packages.,packaging,19,True,conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000000,2021-05-24 15:52:40.000000,2021-05-24 15:52:40.000000,125.0,194.0,313.0,2021-04-03 16:53:20.000000,3.2.1,37.0,46.0,,constructor,,41.0,948.0,9.0,9.0,,,,,72.0,https://anaconda.org/anaconda/constructor,2021-04-01 17:48:58.348000,4156.0,3.0,,219.0,,,,,,,,,,,,,,
+210,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings on multiple projects.,linters,19,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000000,2021-06-28 17:19:57.000000,2021-06-26 10:32:22.000000,9.0,53.0,157.0,2021-03-16 21:47:14.000000,0.26.0,42.0,10.0,['flake8'],,nitpick,31.0,486.0,0.0,,https://pypi.org/project/nitpick,2021-03-16 21:47:11.000000,0.0,9622.0,9622.0,,,,3.0,,3.0,,,,,,,,,,,,,,
+211,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,19,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000000,2021-04-20 17:08:31.000000,2020-12-22 01:43:41.000000,17.0,32.0,155.0,2020-12-22 02:04:30.000000,2.5.0,16.0,2.0,['mkdocs'],,mkdocs-awesome-pages-plugin,6.0,53.0,477.0,387.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000000,90.0,38970.0,38970.0,,,,3.0,,,,,,,,,,,,,,,,
+212,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,19,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000000,2020-10-06 12:45:07.000000,2020-10-01 09:23:01.000000,19.0,13.0,114.0,2020-10-01 09:33:03.000000,2.0.0,16.0,7.0,,,eradicate,6.0,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000000,156.0,221031.0,221031.0,,,,3.0,,,,,,,,,,,,,,,,
+213,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,19,True,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000000,2021-06-29 11:21:39.000000,2021-06-29 11:20:19.000000,10.0,32.0,67.0,2021-06-15 10:40:44.000000,0.9.2,27.0,6.0,['mkdocs'],,mkdocs-with-pdf,15.0,183.0,33.0,33.0,https://pypi.org/project/mkdocs-with-pdf,2021-06-15 10:40:44.000000,,6466.0,6466.0,,,,3.0,,,,,,,,,,,,,,,,
+214,flake8-bandit,https://github.com/tylerwince/flake8-bandit,,Automated security testing using bandit and flake8.,linters,19,True,tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000000,2020-12-29 20:50:06.000000,2020-08-29 05:51:08.000000,15.0,8.0,62.0,2019-10-08 03:58:31.000000,2.1.2,11.0,5.0,['flake8'],,flake8-bandit,3.0,44.0,156.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000000,156.0,210961.0,210961.0,,,,3.0,,,,,,,,,,,,,,,,
+215,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,19,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000000,2021-04-21 16:21:07.000000,2019-08-07 13:44:00.000000,12.0,3.0,55.0,2013-06-22 15:34:37.000000,0.1.5,10.0,5.0,,,unify,10.0,69.0,307.0,253.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000000,54.0,40015.0,40015.0,,,,3.0,,,,,,,,,,,,,,,,
+216,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,19,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000000,2020-10-16 02:02:54.000000,2020-10-16 01:58:36.000000,5.0,9.0,34.0,2020-10-16 02:02:42.000000,0.3.1,8.0,6.0,['mkdocs'],,mkdocs-git-revision-date-plugin,2.0,24.0,257.0,239.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000000,18.0,14300.0,14300.0,,,,3.0,,,,,,,,,,,,,,,,
+217,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,18,True,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000000,2021-06-17 17:35:52.000000,2021-06-17 17:35:52.000000,294.0,176.0,4347.0,2019-02-14 00:27:42.000000,1.1.5,7.0,44.0,,,,135.0,468.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+218,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,18,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000000,2019-11-25 09:19:01.000000,2019-11-25 09:19:00.000000,108.0,15.0,2071.0,2019-03-09 13:53:12.000000,1.0.0,20.0,18.0,,,fake2db,7.0,242.0,14.0,13.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000000,1.0,165.0,165.0,,,,3.0,,,,,,,,,,,,,,,,
+219,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,18,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000000,2021-06-29 19:35:39.000000,2021-06-29 19:35:39.000000,30.0,50.0,815.0,2021-06-20 23:24:09.000000,0.3.0.1,25.0,24.0,,,pyflow,45.0,324.0,0.0,,https://pypi.org/project/pyflow,2021-05-29 15:37:17.000000,0.0,222.0,360.0,,,,3.0,,3175.0,,,,,,,,,,,,,,
+220,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,18,True,timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000000,2021-06-13 08:00:00.000000,2021-06-13 07:59:39.000000,57.0,29.0,745.0,2021-06-13 08:00:00.000000,1.7.0,28.0,16.0,,,portray,20.0,,8.0,,https://pypi.org/project/portray,2021-06-13 08:00:00.000000,8.0,7872.0,7872.0,,,,3.0,,,,,,,,,,,,,,,,
+221,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,18,False,csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000000,2021-01-08 21:28:29.000000,2018-12-06 03:53:03.000000,29.0,8.0,506.0,2018-12-06 03:59:34.000000,0.0.6,6.0,4.0,,,py-heat,3.0,51.0,38.0,28.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000000,10.0,1278.0,1278.0,,,,3.0,,,,,,,,,,,,,,,,
+222,flakehell,https://github.com/life4/flakehell,,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",linters,18,True,life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000000,2021-01-11 21:35:41.000000,2021-01-11 21:35:40.000000,33.0,,224.0,2021-01-11 18:40:32.000000,0.9.0,28.0,15.0,['flake8'],,flakehell,4.0,368.0,0.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000000,0.0,42448.0,42450.0,,,,3.0,,50.0,,,,,,,,,,,,,,
+223,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,18,False,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000000,2021-07-01 13:22:53.000000,2017-12-09 20:00:47.000000,37.0,23.0,215.0,2016-09-18 21:57:32.000000,1.1.0,9.0,15.0,,,imhotep,23.0,356.0,11.0,7.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000000,4.0,37.0,37.0,,,,3.0,,,,,,,,,,,,,,,,
+224,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,18,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000000,2020-04-13 11:49:33.000000,2019-10-04 19:05:46.000000,18.0,13.0,152.0,2018-06-24 06:23:48.000000,0.8.2,7.0,9.0,,,pynt,5.0,128.0,124.0,70.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000000,54.0,5439.0,5439.0,,,,3.0,,,,,,,,,,,,,,,,
+225,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,18,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000000,2021-06-28 17:08:14.000000,2021-06-26 10:53:22.000000,14.0,62.0,105.0,2021-06-26 10:40:10.000000,0.8.4,30.0,11.0,,,unimport,9.0,390.0,8.0,8.0,https://pypi.org/project/unimport,2021-06-26 10:40:10.000000,,4178.0,4178.0,,,,3.0,,,,,,,,,,,,,,,,
+226,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,18,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000000,2021-03-03 04:44:57.000000,2021-03-03 04:44:57.000000,14.0,28.0,93.0,2020-02-01 05:12:09.000000,0.2.2,6.0,10.0,['flake8'],conda-forge/pandas-vet,pandas-vet,21.0,179.0,44.0,44.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000000,0.0,4862.0,5111.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445000,6709.0,3.0,,33.0,,,,,,,,,,,,,,
+227,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,18,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000000,2019-12-07 19:55:59.000000,2019-05-24 17:17:56.000000,5.0,3.0,83.0,2014-09-07 13:57:37.000000,0.5.7,23.0,3.0,,,pyformat,3.0,199.0,105.0,83.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000000,22.0,8619.0,8619.0,,,,3.0,,,,,,,,,,,,,,,,
+228,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,18,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000000,2021-06-02 01:17:28.000000,2021-02-11 10:22:58.000000,8.0,22.0,40.0,2021-02-11 10:24:35.000000,0.4.0,6.0,5.0,['mkdocs'],,mkdocs-versioning,3.0,132.0,19.0,19.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000000,,2173.0,2173.0,,,,3.0,,,,,,,,,,,,,,,,
+229,heartrate,https://github.com/alexmojaki/heartrate,,Simple real time visualisation of the execution of a Python program.,profiling,17,False,alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000000,2020-05-28 19:52:14.000000,2019-08-14 12:49:07.000000,113.0,2.0,1264.0,2019-08-14 12:49:34.000000,0.2.1,3.0,1.0,,,heartrate,4.0,21.0,23.0,23.0,https://pypi.org/project/heartrate,2019-08-14 12:49:34.000000,0.0,346.0,346.0,,,,3.0,,,,,,,,,True,,,,,,,
+230,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,17,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000000,2021-06-30 08:28:07.135000,2021-06-30 06:08:00.000000,7.0,24.0,296.0,2021-06-30 06:15:57.000000,0.7.1,12.0,5.0,,conda-forge/beartype,beartype,4.0,,0.0,,https://pypi.org/project/beartype,2021-06-30 06:15:57.000000,0.0,9380.0,9744.0,https://anaconda.org/conda-forge/beartype,2021-06-30 08:28:07.135000,4738.0,3.0,,,,,,,,,,,,,,,,
+231,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,17,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000000,2020-06-24 12:43:11.000000,2017-02-13 18:07:04.000000,12.0,1.0,286.0,2017-02-13 18:07:58.000000,0.0.8,8.0,2.0,,,pycycle,13.0,26.0,50.0,43.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000000,7.0,1489.0,1489.0,,,,3.0,,,,,,,,,,,,,,,,
+232,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,17,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000000,2021-05-16 22:51:30.742000,2021-05-15 17:24:28.000000,16.0,6.0,103.0,2021-05-15 15:22:34.000000,21.5.0,9.0,8.0,,conda-forge/retype,retype,9.0,,34.0,,https://pypi.org/project/retype,2021-05-15 15:22:34.000000,34.0,1091.0,1415.0,https://anaconda.org/conda-forge/retype,2021-05-16 22:51:30.742000,13644.0,3.0,,,,,,,,,,,,,,,,
+233,mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,,MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site.,documentation,17,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000000,2021-05-19 18:24:00.000000,2021-05-19 18:20:17.000000,4.0,46.0,19.0,2021-05-19 18:24:00.000000,1.2.3,21.0,,['mkdocs'],,mkdocs-print-site-plugin,5.0,141.0,25.0,25.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-05-19 18:24:00.000000,0.0,2376.0,2376.0,,,,3.0,,,,,,,,,,,,,,,,
+234,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,17,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000000,2021-06-01 22:20:31.000000,2021-04-10 04:03:47.000000,4.0,11.0,11.0,2020-10-24 16:03:12.000000,3.0.1,27.0,3.0,"['flake8', 'pylint']",,yala,1.0,165.0,54.0,36.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000000,18.0,617.0,617.0,,,,3.0,,,,,,,,,,,,,,,,
+235,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,16,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000000,2020-11-27 21:20:22.000000,2020-11-27 21:18:44.000000,8.0,6.0,215.0,2020-11-27 21:20:22.000000,0.3.1,11.0,4.0,,,bellybutton,7.0,32.0,4.0,4.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000000,0.0,5457.0,5457.0,,,,3.0,,,,,,,,,,,,,,,,
+236,pep8ify,https://github.com/spulec/pep8ify,,A library that modifies python source code to conform to pep8.,refactoring,16,False,spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000000,2019-03-08 03:06:14.000000,2014-10-24 20:36:38.000000,13.0,12.0,114.0,2014-10-24 20:36:57.000000,0.0.13,13.0,6.0,,,pep8ify,6.0,154.0,53.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000000,19.0,116.0,116.0,,,,3.0,,,,,,,,,,,,,,,,
+237,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,16,True,elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000000,2020-12-23 02:17:37.000000,2020-12-23 02:11:17.000000,14.0,5.0,91.0,2020-12-23 02:19:02.000000,0.69.1,15.0,6.0,,,massedit,3.0,178.0,10.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000000,10.0,908.0,908.0,,,,3.0,,15.0,,,,,,,,,,,,,,
+238,pytest-play,https://github.com/pytest-dev/pytest-play,,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,testing,16,False,pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000000,2019-08-20 15:57:27.000000,2019-06-12 11:57:28.000000,3.0,24.0,63.0,2019-06-12 11:59:29.000000,2.3.1,23.0,3.0,['pytest'],,pytest-play,4.0,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000000,4.0,509.0,509.0,,,,3.0,,,,,,,,,,,,,,,,
+239,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,16,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000000,2021-06-30 09:39:34.000000,2021-06-30 09:38:50.000000,6.0,2.0,27.0,2021-06-30 09:40:56.000000,0.4.7,17.0,4.0,,,lazydocs,2.0,,27.0,27.0,https://pypi.org/project/lazydocs,2021-06-30 09:33:15.000000,0.0,390.0,390.0,,,,3.0,,,,,,,,,,,,,,,,
+240,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,15,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000000,2021-06-25 01:54:48.000000,2021-06-06 17:37:28.000000,111.0,144.0,3072.0,2021-05-09 16:48:41.000000,pyoxidizer/0.16.0,8.0,34.0,,,,201.0,,,,,,,,19.0,,,,3.0,,355.0,,,,,,,,,,,,,,
+241,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,15,True,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000000,2021-06-08 06:37:31.000000,2021-06-08 06:37:31.000000,299.0,61.0,2727.0,,,,32.0,,,,5.0,136.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+242,tbvaccine,https://github.com/skorokithakis/tbvaccine,,A small utility to pretty-print Python tracebacks.,logging,15,False,skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000000,2020-03-01 19:24:46.000000,2020-03-01 19:24:44.000000,12.0,13.0,358.0,2018-12-14 18:07:29.000000,0.3.1,12.0,12.0,,,tbvaccine,7.0,80.0,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000000,,599.0,599.0,,,,3.0,,,,,,,,,,,,,,,,
+243,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,15,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000000,2021-06-26 02:28:31.000000,2021-06-26 02:22:25.000000,10.0,37.0,60.0,2021-06-26 02:28:41.000000,8.5.0,22.0,10.0,,,pip-run,2.0,,0.0,,https://pypi.org/project/pip-run,2021-06-26 02:28:31.000000,0.0,3770.0,3770.0,,,,3.0,,,,,,,,,,,,,,,,
+244,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,14,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000000,2021-04-12 18:40:39.000000,2021-04-12 18:40:39.000000,158.0,156.0,1469.0,,,,56.0,,,,26.0,406.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+245,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,14,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000000,2020-11-30 22:20:25.000000,2020-11-30 22:18:53.000000,21.0,1.0,184.0,2018-12-12 19:47:05.000000,0.7.0,10.0,17.0,"['flake8', 'mypy']",,linty-fresh,8.0,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000000,,54.0,54.0,,,,3.0,,,,,,,,,,,,,,,,
+246,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,14,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000000,2021-06-01 22:15:42.000000,2019-06-27 03:42:48.000000,11.0,10.0,127.0,2018-11-08 03:05:43.000000,0.7.1,25.0,5.0,,,pipenv-pipes,7.0,285.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000000,,138.0,138.0,,,,3.0,,,,,,,,,,,,,,,,
+247,subpar,https://github.com/google/subpar,,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,packaging,13,False,google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000000,2020-09-16 16:25:54.000000,2019-08-15 01:37:08.000000,60.0,30.0,485.0,2019-05-14 20:14:05.000000,2.0.0,5.0,14.0,,,,32.0,93.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+248,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,13,False,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000000,2021-03-22 04:23:41.000000,2020-04-11 14:20:38.000000,58.0,51.0,380.0,,,,46.0,,,,38.0,747.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+249,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,13,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000000,2021-03-07 09:20:28.000000,2021-03-07 09:20:25.000000,5.0,14.0,90.0,2019-06-17 19:19:47.000000,0.1.1,2.0,3.0,,,com2ann,4.0,28.0,2.0,2.0,https://pypi.org/project/com2ann,2019-06-17 19:19:47.000000,0.0,373.0,373.0,,,,3.0,,,,,,,,,,,,,,,,
+250,livepython,https://github.com/agermanidis/livepython,,Visually trace Python code in real-time.,profiling,12,False,agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000000,2019-01-22 17:39:55.000000,2017-11-14 21:27:52.000000,164.0,15.0,2454.0,,,,3.0,,,,10.0,20.0,,,,,,,,,,,3.0,,,,,,,,,True,,,,,,,
+251,cohesion,https://github.com/mschwager/cohesion,,A tool for measuring Python class cohesion.,code-metrics,12,False,mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000000,2019-08-05 17:14:04.000000,2019-08-05 17:14:01.000000,2.0,11.0,139.0,2019-07-10 16:08:05.000000,1.0.0,9.0,2.0,,,cohesion,1.0,78.0,3.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000000,3.0,1645.0,1645.0,,,,3.0,,,,,,,,,,,,,,,,
+252,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,12,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000000,2021-04-19 19:45:59.000000,2021-04-19 19:45:59.000000,3.0,1.0,12.0,2021-03-22 18:29:06.000000,0.6.13,38.0,4.0,,,universal-build,,,0.0,,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000000,0.0,310.0,311.0,,,,3.0,,15.0,,,,,,,,,,,,,,
+253,pyship,https://github.com/jamesabel/pyship,,pyship - ship Python desktop apps to end users.,packaging,11,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000000,2021-06-09 04:34:00.000000,2021-06-09 04:33:22.000000,,,12.0,2021-06-09 04:34:00.000000,0.1.5,17.0,,,,pyship,4.0,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000000,,119.0,119.0,,,,3.0,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index 76e84a1..34cd4af 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,19 +2,31 @@
_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._
-- pipenv (π₯37 Β· β 22K Β· π) - Python Development Workflow for Humans. MIT
-- tqdm (π₯37 Β· β 19K Β· π) - A Fast, Extensible Progress Bar for Python and CLI. MIT
-- python-coloredlogs (π₯28 Β· β 420 Β· π) - Colored terminal output for Python's logging module. MIT
-- wily (π₯20 Β· β 770 Β· π) - A Python application for tracking, reporting on timing and complexity.. Apache-2
-- pyship (π₯11 Β· β 11 Β· π) - pyship - ship Python desktop apps to end users. MIT
+- pytest-mock (π₯30 Β· β 1.1K Β· π) - Thin-wrapper around the mock package for easier use with.. MIT BSD-3
+- pudb (π₯27 Β· β 2.1K Β· π) - Full-screen console debugger for Python. MIT
+- prospector (π₯27 Β· β 1.4K Β· π€) - Inspects Python source files and provides information about.. βοΈGPL-2.0
+- mypy-protobuf (π₯25 Β· β 360 Β· π) - open source tools to generate mypy stubs from protobufs. Apache-2
## π Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
-- twine (π₯30 Β· β 1.1K Β· π) - Utilities for interacting with PyPI. Apache-2
-- pyautogui (π₯29 Β· β 5.2K Β· π) - A cross-platform GUI automation Python module for human beings... BSD-3
-- line_profiler (π₯28 Β· β 3.5K Β· π) - Line-by-line profiling for Python. BSD-3
-- pudb (π₯26 Β· β 2.1K Β· π) - Full-screen console debugger for Python. MIT
-- prettytable (π₯23 Β· β 490 Β· π) - Display tabular data in a visually appealing ASCII.. βοΈBSD-1-Clause
+- autopep8 (π₯33 Β· β 3.8K Β· π) - A tool that automatically formats Python code to conform to the PEP.. MIT
+- pylint (π₯31 Β· β 3.4K Β· π) - It's not just a linter that annoys you!. βοΈGPL-2.0
+- freezegun (π₯31 Β· β 2.9K Β· π) - Let your Python tests travel through time. Apache-2
+- nose (π₯31 Β· β 1.3K Β· π) - nose is nicer testing for python. βοΈLGPL-2.1+
+- loguru (π₯30 Β· β 9.2K Β· π) - Python logging made (stupidly) simple. MIT
+
+## β Added Projects
+
+_Projects that were recently added to this best-of list._
+
+- detect-secrets (π₯26 Β· β 1.9K Β· β) - An enterprise friendly way of detecting and preventing.. Apache-2
+- briefcase (π₯25 Β· β 1.2K Β· β) - Tools to support converting a Python project into a standalone.. BSD-3
+- pdoc3 (π₯25 Β· β 660 Β· β) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
+- wasabi (π₯25 Β· β 290 Β· β) - A lightweight console printing and formatting toolkit. MIT
+- python-devtools (π₯19 Β· β 350 Β· β) - Dev tools for python. MIT
+- heartrate (π₯17 Β· β 1.3K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
+- livepython (π₯12 Β· β 2.5K Β· π) - Visually trace Python code in real-time. MIT