Python toolkits

• awesome-python

  86 205,996 7.0 Python

  An opinionated list of awesome Python frameworks, libraries, software and resources.

Above libraries I use in almost all the Python libraries we build. Apart from these I had use other Python frameworks and libraries for very specific purposes like FastAPI for web frameworks, tensorflow, pandas, numpy, etc. for AI/ML/DL based projects. TBH I prefer looking at awesome-python GitHub repository anytime I have to work in some new area.

• python-patterns

  31 39,439 0.0 Python

  A collection of design patterns/idioms in Python

Your post has so many good elements that I've saved them for study and prompted feedback about the applications in Natural Language Processing and ML in Finance/BioTech. Most of my work lately has been NLP analysis research so devops and other GOF software concepts in your repo https://github.com/faif/python-patterns has been challenging.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• Poetry

  377 29,552 9.7 Python

  Python packaging and dependency management made easy

  

Poetry for dependency management and packaging.

• pytest

  30 11,402 9.8 Python

  The pytest framework makes it easy to write small tests, yet scales to support complex functional testing

  

Pytest for unit testing. Hypothesis to generate dummy data for test. mutmut for mutation testing.

• hypothesis

  20 7,289 9.9 Python

  Hypothesis is a powerful, flexible, and easy to use library for property-based testing.

  

Hypothesis to generate dummy data for test.

• mutmut

  4 860 6.9 Python

  Mutation testing system

mutmut for mutation testing.

• Flake8

  33 3,263 7.3 Python

  flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.

  

flake8 for linting along with following plugin (list of awesome plugin can be found here, but me and my teammates have selected the below one. Have linting but don't make it too hard.) flake8-black which uses black for code formatting check. flake8-isort which uses isort for separation of import in section and formatting them alphabetically. flake8-bandit which uses bandit for security linting. flake8-bugbear for finding likely bugs and design problems in your program. flake8-bugbear - Finding likely bugs and design problems in your program. pep8-naming for checking the PEP-8 naming conventions. mccabe for Ned’s script to check McCabe complexity flake8-comprehensions for writing better list/set/dict comprehensions.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• awesome-flake8-extensions

  4 1,193 6.4

  :octocat: A curated awesome list of flake8 extensions. Feel free to contribute! :mortar_board:

flake8 for linting along with following plugin (list of awesome plugin can be found here, but me and my teammates have selected the below one. Have linting but don't make it too hard.) flake8-black which uses black for code formatting check. flake8-isort which uses isort for separation of import in section and formatting them alphabetically. flake8-bandit which uses bandit for security linting. flake8-bugbear for finding likely bugs and design problems in your program. flake8-bugbear - Finding likely bugs and design problems in your program. pep8-naming for checking the PEP-8 naming conventions. mccabe for Ned’s script to check McCabe complexity flake8-comprehensions for writing better list/set/dict comprehensions.

• flake8-bandit

  3 111 0.0 Python

  Automated security testing using bandit and flake8.

flake8-black which uses black for code formatting check.

• black

  322 37,425 9.4 Python

  The uncompromising Python code formatter

  

flake8-black which uses black for code formatting check.

• flake8-isort

  2 169 7.0 Python

  flake8 plugin that integrates isort

flake8-isort which uses isort for separation of import in section and formatting them alphabetically.

• isort

  41 6,321 7.4 Python

  A Python utility / library to sort imports.

  

flake8-isort which uses isort for separation of import in section and formatting them alphabetically.

• bandit

  21 6,008 8.2 Python

  Bandit is a tool designed to find common security issues in Python code.

  

flake8-bandit which uses bandit for security linting.

• flake8-bugbear

  2 1,036 8.3 Python

  A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle.

  

flake8-bugbear for finding likely bugs and design problems in your program. flake8-bugbear - Finding likely bugs and design problems in your program.

• pep8-naming

  1 492 5.6 Python

  Naming Convention checker for Python

  

pep8-naming for checking the PEP-8 naming conventions.

• mccabe

  5 625 2.1 Python

  McCabe complexity checker for Python

  

mccabe for Ned’s script to check McCabe complexity

• flake8-comprehensions

  2 461 8.2 Python

  ❄️ A flake8 plugin to help you write better list/set/dict comprehensions.

flake8-comprehensions for writing better list/set/dict comprehensions.

• dataclass-csv

  1 190 0.0 Python

  Map CSV to Data Classes

CSV – csv Reader or dataclass-csv

• Lark

  35 4,497 7.5 Python

  Lark is a parsing toolkit for Python, built with a focus on ergonomics, performance and modularity.

  

STDOUT: Lark or pyparsing

• pyparsing

  13 2,100 8.3 Python

  Python library for creating PEG parsers

  

STDOUT: Lark or pyparsing

• click

  32 15,049 8.0 Python

  Python composable command line interface toolkit

  

click to create command line interface

• sphinx

  31 6,046 9.8 Python

  The Sphinx documentation generator

  

Sphinx along with MyST-parser to write documentation in markdown. I recently discovered portray which seems like a nice alternative as it supports markdown by default for both generic documentation and docstring in modules, class, methods and functions.

• MyST-Parser

  4 690 8.1 Python

  An extended commonmark compliant parser, with bridges to docutils/sphinx

  

Sphinx along with MyST-parser to write documentation in markdown. I recently discovered portray which seems like a nice alternative as it supports markdown by default for both generic documentation and docstring in modules, class, methods and functions.

• portray

  1 859 0.0 Python

  Your Project with Great Documentation.

Sphinx along with MyST-parser to write documentation in markdown. I recently discovered portray which seems like a nice alternative as it supports markdown by default for both generic documentation and docstring in modules, class, methods and functions.

• cookiecutter

  56 21,618 8.7 Python

  A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

  

I maintain cookiecutter templates (can't share. It's in companies private repository) which have all these tool included along with some CI/CD pipelines. In case the template changes, we use cruft to update existing project which was using that template.

• cruft

  6 1,157 2.0 Python

  Allows you to maintain all the necessary cruft for packaging and building projects separate from the code you intentionally write. Built on-top of, and fully compatible with, CookieCutter.

  

I maintain cookiecutter templates (can't share. It's in companies private repository) which have all these tool included along with some CI/CD pipelines. In case the template changes, we use cruft to update existing project which was using that template.

• fastapi

  469 71,223 9.8 Python

  FastAPI framework, high performance, easy to learn, fast to code, ready for production

Above libraries I use in almost all the Python libraries we build. Apart from these I had use other Python frameworks and libraries for very specific purposes like FastAPI for web frameworks, tensorflow, pandas, numpy, etc. for AI/ML/DL based projects. TBH I prefer looking at awesome-python GitHub repository anytime I have to work in some new area.

• tensorflow

  223 182,575 10.0 C++

  An Open Source Machine Learning Framework for Everyone

  

Above libraries I use in almost all the Python libraries we build. Apart from these I had use other Python frameworks and libraries for very specific purposes like FastAPI for web frameworks, tensorflow, pandas, numpy, etc. for AI/ML/DL based projects. TBH I prefer looking at awesome-python GitHub repository anytime I have to work in some new area.

• graphviz

  1 261 2.8 PHP

  GraphViz graph drawing for the mathematical graph/network library GraPHP. (by graphp)

  

Textual to diagram: kroki(this has integration for other popular tools like Mermaid, GraphViz, Excalidraw, PlantUML etc.).

• excalidraw

  373 73,428 9.5 TypeScript

  Virtual whiteboard for sketching hand-drawn like diagrams

  

Textual to diagram: kroki(this has integration for other popular tools like Mermaid, GraphViz, Excalidraw, PlantUML etc.).

• plantuml

  123 9,641 9.4 Java

  Generate diagrams from textual description

  

Textual to diagram: kroki(this has integration for other popular tools like Mermaid, GraphViz, Excalidraw, PlantUML etc.).

• TestSlide

  3 143 6.4 Python

  A Python test framework

  

Add TestSlide to testing toolkits, it’s really good https://github.com/facebook/TestSlide

• openapi-python-client

  6 1,075 9.0 Python

  Generate modern Python clients from OpenAPI

  

I think we use these - https://github.com/openapi-generators/openapi-python-client

• jupyter-book

  15 3,694 8.5 Python

  Create beautiful, publication-quality books and documents from computational content.

  

Our team has transferred from Sphinx for documentation to JupyterBook. There have been some growing pains with it but I prefer the look of the output and being able to play with the examples on Colab or Binder at the click of a button is a great feature.

• Poe the Poet

  8 1,289 8.0 Python

  A task runner that works well with poetry.

So the Poetry maintainer has explained here about why they don’t have the better scripts support you mentioned. However, someone has already built this plugin for Poetry to achieve it.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Suggest a related project