Python Python-ai-and-linux Resources

Pyflame: A Ptracing Profiler For Python (This project is deprecated and not maintained.) Pyflame is a high performance profiling tool that generates f

py-spy: Sampling profiler for Python programs py-spy is a sampling profiler for Python programs. It lets you visualize what your Python program is spe

Memory Profiler This is a python module for monitoring memory consumption of a process as well as line-by-line analysis of memory consumption for pyth

line_profiler and kernprof line_profiler is a module for doing line-by-line profiling of functions. kernprof is a convenient script for running either

Overview docs tests package Hunter is a flexible code tracing toolkit, not for measuring coverage, but for debugging, logging, inspection and other ne

DISCLAIMER: This is not an official google project, this is just something I wrote while at Google. Pyringe What this is Pyringe is a python debugger

Overview docs tests package Manhole is in-process service that will accept unix domain socket connections and present the stacktraces for all threads

lptrace lptrace is strace for Python programs. It lets you see in real-time what functions a Python program is running. It's particularly useful to de

PuDB: a console-based visual debugger for Python Its goal is to provide all the niceties of modern GUI-based debuggers in a more lightweight and keybo

pdb++, a drop-in replacement for pdb What is it? This module is an extension of the pdb module of the standard library. It is meant to be fully compat

IPython pdb Use ipdb exports functions to access the IPython debugger, which features tab completion, syntax highlighting, better tracebacks, better i

When.py: Friendly Dates and Times Production: Development: User-friendly functions to help perform common date and time actions. Usage To get the syst

PyTime PyTime is an easy-use Python module which aims to operate date/time/datetime by string. PyTime allows you using nonregular datetime string to g

Pendulum Python datetimes made easy. Supports Python 2.7 and 3.4+. import pendulum now_in_paris = pendulum.now('Europe/Paris') now_in_par

moment A Python library for dealing with dates/times. Inspired by Moment.js and Kenneth Reitz's Requests library. Ideas were also taken from the Times

Maya: Datetimes for Humans™ Datetimes are very frustrating to work with in Python, especially when dealing with different locales on different systems

Delorean: Time Travel Made Easy Delorean is a library for clearing up the inconvenient truths that arise dealing with datetimes in Python. Understandi

dateutil - powerful extensions to datetime The dateutil module provides powerful extensions to the standard datetime module, available in Python. Inst

Chronyk A small Python 3 library containing some handy tools for handling time, especially when it comes to interfacing with those pesky humans. Featu

Motor Info: Motor is a full-featured, non-blocking MongoDB driver for Python Tornado and asyncio applications. Documentation: Available at motor.readt

redis-py The Python interface to the Redis key-value store. Python 2 Compatibility Note redis-py 3.5.x will be the last version of redis-py that suppo

PyMongo Info: See the mongo site for more information. See GitHub for the latest source. Documentation: Available at pymongo.readthedocs.io Author: Mi

Kafka Python client Python client for the Apache Kafka distributed stream processing system. kafka-python is designed to function much like the offici

DataStax Driver for Apache Cassandra A modern, feature-rich and highly-tunable Python client library for Apache Cassandra (2.1+) and DataStax Enterpri

ClickHouse Python Driver ClickHouse Python Driver with native (TCP) interface support. Asynchronous wrapper is available here: https://github.com/myma

SuperSQLite: a supercharged SQLite library for Python A feature-packed Python package and for utilizing SQLite in Python by Plasticity. It is intended

PyMySQL Table of Contents Requirements Installation Documentation Example Resources License This package contains a pure-Python MySQL client library,

mysqlclient This project is a fork of MySQLdb1. This project adds Python 3 support and fixed many bugs. PyPI: https://pypi.org/project/mysqlclient/ Gi

ZODB, a Python object-oriented database ZODB provides an object-oriented database for Python that provides a high-degree of transparency. ZODB runs on

Quick Links Example Code Supported Python Versions Documentation Changelog Extensions Contributing Introduction TinyDB is a lightweight document orien

pickleDB pickleDB is lightweight, fast, and simple database based on the json module. And it's BSD licensed! pickleDB is Fun import pickledb

VisPy: interactive scientific visualization in Python Main website: http://vispy.org VisPy is a high-performance interactive 2D/3D data visualization

seaborn: statistical data visualization Seaborn is a Python visualization library based on matplotlib. It provides a high-level interface for drawing

plotnine Latest Release License DOI Build Status Coverage Documentation plotnine is an implementation of a grammar of graphics in Python, it is based

Awesome Dash A curated list of awesome Dash (plotly) resources Dash is a productive Python framework for building web applications. Written on top of

Cartopy is a Python package designed to make drawing maps for data analysis and visualisation easy. Table of contents Overview Get in touch License an

Bokeh is an interactive visualization library for modern web browsers. It provides elegant, concise construction of versatile graphics, and affords hi

Altair http://altair-viz.github.io Altair is a declarative statistical visualization library for Python. With Altair, you can spend more time understa

To launch a live notebook server to test optimus using binder or Colab, click on one of the following badges: Optimus is the missing framework to prof

Open Mining Business Intelligence (BI) Application Server written in Python Requirements Python 2.7 (Backend) Lua 5.2 or LuaJIT 5.1 (OML backend) Mong

Blaze translates a subset of modified NumPy and Pandas-like syntax to databases and other computing systems. Blaze allows Python users a familiar inte

AWS Data Wrangler Pandas on AWS Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretMana

PyNaCl: Python binding to the libsodium library PyNaCl is a Python binding to libsodium, which is a fork of the Networking and Cryptography library. T

Paramiko Paramiko: Python SSH module Copyright: Copyright (c) 2009 Robey Pointer [email protected] Copyright: Copyright (c) 2020 Jeff Forcier

Python Decouple: Strict separation of settings from code Decouple helps you to organize your settings so that you can change parameters without having

configobj Python 3+ compatible port of the configobj library. Documentation You can find a full manual on how to use ConfigObj at readthedocs. If you

tesserocr A simple, Pillow-friendly, wrapper around the tesseract-ocr API for Optical Character Recognition (OCR). tesserocr integrates directly with

SimpleCV Quick Links: About Installation [Docker] (#docker) Ubuntu Virtual Environment Arch Linux Fedora MacOS Windows Raspberry Pi SimpleCV Shell Vid

Python Tesseract Python-tesseract is an optical character recognition (OCR) tool for python. That is, it will recognize and "read" the text embedded i

Face Recognition You can also read a translated version of this file in Chinese 简体中文版 or in Korean 한국어 or in Japanese 日本語. Recognize and manipulate fa

EasyOCR Ready-to-use OCR with 80+ languages supported including Chinese, Japanese, Korean and Thai. What's new 1 February 2021 - Version 1.2.3 Add set

SAWS Motivation AWS CLI Although the AWS CLI is a great resource to manage your AWS-powered services, it's tough to remember usage of: 70+ top-level c

A REPL for Postgres This is a postgres client that does auto-completion and syntax highlighting. Home Page: http://pgcli.com MySQL Equivalent: http://

mycli A command line client for MySQL that can do auto-completion and syntax highlighting. HomePage: http://mycli.net Documentation: http://mycli.net/

litecli Docs A command-line client for SQLite databases that has auto-completion and syntax highlighting. Installation If you already know how to inst

kube-shell Kube-shell: An integrated shell for working with the Kubernetes CLI Under the hood kube-shell still calls kubectl. Kube-shell aims to provi

Interactive Redis: A Cli for Redis with AutoCompletion and Syntax Highlighting. IRedis is a terminal client for redis with auto-completion and syntax

HTTPie: human-friendly CLI HTTP client for the API era HTTPie (pronounced aitch-tee-tee-pie) is a command-line HTTP client. Its goal is to make CLI in

try - It's never been easier to try Python packages try is an easy-to-use cli tool to try out Python packages. Features Install specific package versi

tmuxp, tmux session manager. built on libtmux. We need help! tmuxp is a trusted session manager for tmux. If you could lend your time to helping answe

The Fuck The Fuck is a magnificent app, inspired by a @liamosaur tweet, that corrects errors in previous console commands. Is The Fuck too slow? Try t

doitlive doitlive is a tool for live presentations in the terminal. It reads a file of shell commands and replays the commands in a fake terminal sess

Cookiecutter A command-line utility that creates projects from cookiecutters (project templates), e.g. creating a Python package project from a Python

A library for rendering project templates. Works with local paths and git URLs. Your project can include any file and Copier can dynamically replace v

Python Fire Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. Python Fire is a s

typical: Python's Typing Toolkit Introduction Typical is a library devoted to runtime analysis, inference, validation, and enforcement of Python types

This library provides run-time type checking for functions defined with PEP 484 argument (and return) type annotations. Four principal ways to do type

pydantic Data validation and settings management using Python type hinting. Fast and extensible, pydantic plays nicely with your linters/IDE/brain. De

Welcome to the pytypes project pytypes is a typing toolbox w.r.t. PEP 484 (PEP 526 on the road map, later also 544 if it gets accepted). Its main feat

Look for the bare necessities, the simple bare necessities. Forget about your worries and your strife. — The Jungle Book.

pyanalyze Pyanalyze is a tool for programmatically detecting common mistakes in Python code, such as references to undefined variables and some catego

Static type checker for Python Speed Pyright is a fast type checker meant for large Python source bases. It can run in a “watch” mode and performs fas

Mypy: Optional Static Typing for Python Got a question? Join us on Gitter! We don't have a mailing list; but we are always happy to answer questions o

pytype - ? ✔ Pytype checks and infers types for your Python code - without requiring type annotations. Pytype can: Lint plain Python code, flagging c

MonkeyType MonkeyType collects runtime types of function arguments and return values, and can automatically generate stub files or even add draft type

typeshed About Typeshed contains external type annotations for the Python standard library and Python builtins, as well as third party packages as con

Pyre is a performant type checker for Python compliant with PEP 484. Pyre can analyze codebases with millions of lines of code incrementally – providi

YAPF Introduction Most of the current formatters for Python --- e.g., autopep8, and pep8ify --- are made to remove lint errors from code. This has som

Read Latest Documentation - Browse GitHub Code Repository isort your imports, so you don't have to. isort is a Python utility / library to sort import

The Uncompromising Code Formatter “Any color you like.” Black is the uncompromising Python code formatter. By using it, you agree to cede control over

wemake-python-styleguide Welcome to the strictest and most opinionated python linter ever. wemake-python-styleguide is actually a flake8 plugin with s

Pylama Code audit tool for Python and JavaScript. Pylama wraps these tools: pycodestyle (formerly pep8) © 2012-2013, Florent Xicluna; pydocstyle (form

Vulture - Find dead code Vulture finds unused code in Python programs. This is useful for cleaning up and finding errors in large code bases. If you r

Project Abandoned Many apologies. I've stopped maintaining this project due to personal time constraints. Blog post with more information. I'm happy t

prospector About Prospector is a tool to analyse Python code and output information about errors, potential problems, convention violations and comple

Notes from 2017 This is an older project which I am no longer working on. It was built before ES6 existed and before Python 3 had much usage. While it

"Always code as if the guy who ends up maintaining your code will be a violent psychopath who knows where you live." ― John F. Woods coala provides a

pylibmc is a Python client for memcached written in C. See the documentation at sendapatch.se/projects/pylibmc/ for more information. New in version 1

Cacheops A slick app that supports automatic or manual queryset caching and automatic granular event-driven invalidation. It uses redis as backend for

Cache Machine Cache Machine provides automatic caching and invalidation for Django models through the ORM. For full docs, see https://cache-machine.re

Cache and Session Library About Beaker is a web session and general caching library that includes WSGI middleware for use in web applications. As a ge

Kotti Kotti is a high-level, Pythonic web application framework based on Pyramid and SQLAlchemy. It includes an extensible Content Management System c

Indico Indico is: ? a general-purpose event management tool; ? fully web-based; ? feature-rich but also extensible through the use of plugins; ⚖️ O

FeinCMS - An extensible Django-based CMS When was the last time, that a pre-built software package you wanted to use got many things right, but in the

FastAPI framework, high performance, easy to learn, fast to code, ready for production Documentation: https://fastapi.tiangolo.com Source Code: https:

The lightning-fast ASGI server. Documentation: https://www.uvicorn.org Community: https://discuss.encode.io/c/uvicorn Requirements: Python 3.6+ (For P

✨ The little ASGI framework that shines. ✨ Documentation: https://www.starlette.io/ Community: https://discuss.encode.io/c/starlette Starlette Starlet

Japronto! There is no new project development happening at the moment, but it's not abandoned either. Pull requests and new maintainers are welcome. I

What is websockets? websockets is a library for building WebSocket servers and clients in Python with a focus on correctness and simplicity. Built on

Autobahn|Python WebSocket & WAMP for Python on Twisted and asyncio. Quick Links: Source Code - Documentation - WebSocket Examples - WAMP Examples Comm