Better control of your asyncio tasks

Related tags

Algorithmsquattro
Overview

quattro: task control for asyncio

https://codecov.io/gh/Tinche/quattro/branch/main/graph/badge.svg?token=9IE6FHZV2K Supported Python versions

quattro is an Apache 2 licensed library, written in Python, for task control in asyncio applications. quattro is influenced by structured concurrency concepts from the Trio framework.

quattro supports Python versions 3.8 - 3.10, and the 3.8 PyPy beta.

Installation

To install quattro, simply:

$ pip install quattro

Task Groups

quattro contains a TaskGroup implementation. TaskGroups are inspired by Trio nurseries.

from quattro import TaskGroup

async def my_handler():
    # We want to spawn some tasks, and ensure they are all handled before we return.
    async def task_1():
        ...

    async def task_2():
        ...

    async with TaskGroup() as tg:
        tg.start_soon(task_1)
        tg.start_soon(task_2)

    # The end of the `async with` block awaits the tasks, ensuring they are handled.

The implementation has been borrowed from the EdgeDB project.

Cancel Scopes

Cancel scopes are not supported on Python 3.8, since the necessary underlying asyncio machinery is not present on that version.

quattro contains an asyncio implementation of Trio CancelScopes. Due to fundamental differences between asyncio and Trio the actual runtime behavior isn't exactly the same, but close.

from quattro import move_on_after

async def my_handler():
    with move_on_after(1.0) as cancel_scope:
        await long_query()

    # 1 second later, the function continues running

quattro contains the following helpers:

  • move_on_after
  • move_on_at
  • fail_after
  • fail_at

All helpers produce instances of quattro.CancelScope, which is largely similar to the Trio variant.

CancelScopes have the following attributes:

  • cancel() - a method through which the scope can be cancelled manually
  • deadline - read/write, an optional deadline for the scope, at which the scope will be cancelled
  • cancelled_caught - a readonly bool property, whether the scope finished via cancellation

asyncio and Trio differences

fail_after and fail_at raise asyncio.Timeout instead of trio.Cancelled exceptions when they fail.

asyncio has edge-triggered cancellation semantics, while Trio has level-triggered cancellation semantics. The following example will behave differently in quattro and Trio:

with trio.move_on_after(TIMEOUT):
    conn = make_connection()
    try:
        await conn.send_hello_msg()
    finally:
        await conn.send_goodbye_msg()

In Trio, if the TIMEOUT expires while awaiting send_hello_msg(), send_goodbye_msg() will also be cancelled. In quattro, send_goodbye_msg() will run (and potentially block) anyway. This is a limitation of the underlying framework.

In quattro, cancellation scopes cannot be shielded.

Changelog

0.1.0 (UNRELEASED)

  • Initial release, containing task groups and cancellation scopes.

Credits

The initial TaskGroup implementation has been taken from the EdgeDB project. The CancelScope implementation was heavily influenced by Trio, and inspired by the async_timeout package.

Owner
Tin Tvrtković
Tin Tvrtković
Benchmark for Robustness Tests of Control Alrogithms

A gym-like classical control benchmark for evaluating the robustnesses of control and reinforcement learning algorithms.

Kim Taekyung 4 Jan 18, 2022
Python Package for Reflection Ultrasound Computed Tomography (RUCT) Delay And Sum (DAS) Algorithm

pyruct Python Package for Reflection Ultrasound Computed Tomography (RUCT) Delay And Sum (DAS) Algorithm The imaging setup is explained in these paper

Berkan Lafci 21 Dec 12, 2022
implementation of the KNN algorithm on crab biometrics dataset for CS16

crab-knn implementation of the KNN algorithm in Python applied to biometrics data of purple rock crabs (leptograpsus variegatus) to classify the sex o

Andrew W. Chen 1 Nov 18, 2021
Algorithms-in-Python - Programs related to DSA in Python for placement practice

Algorithms-in-Python Programs related to DSA in Python for placement practice CO

MAINAK CHAUDHURI 2 Feb 02, 2022
🌟 Python algorithm team note for programming competition or coding test

🌟 Python algorithm team note for programming competition or coding test

Seung Hoon Lee 3 Feb 25, 2022
Code for generating alloy / disordered structures through the special quasirandom structure (SQS) algorithm

Code for generating alloy / disordered structures through the special quasirandom structure (SQS) algorithm

Bruno Focassio 1 Nov 10, 2021
8 Puzzle with A* , Greedy & BFS Search in Python

8_Puzzle 8 Puzzle with A* , Greedy & BFS Search in Python Python Install Python from here. Pip Install pip from here. How to run? 🚀 Install 8_Puzzle

I3L4CK H4CK3l2 1 Jan 30, 2022
Python Client for Algorithmia Algorithms and Data API

Algorithmia Common Library (python) Python client library for accessing the Algorithmia API For API documentation, see the PythonDocs Algorithm Develo

Algorithmia 138 Oct 26, 2022
Our implementation of Gillespie's Stochastic Simulation Algorithm (SSA)

SSA Our implementation of Gillespie's Stochastic Simulation Algorithm (SSA) Requirements python =3.7 numpy pandas matplotlib pyyaml Command line usag

Anoop Lab 1 Jan 27, 2022
Better control of your asyncio tasks

quattro: task control for asyncio quattro is an Apache 2 licensed library, written in Python, for task control in asyncio applications. quattro is inf

Tin Tvrtković 37 Dec 28, 2022
Implemented page rank program

Page Rank Implemented page rank program based on fact that a website is more important if it is linked to by other important websites using recursive

Vaibhaw 6 Aug 24, 2022
Implementation of Apriori Algorithm for Association Analysis

Implementation of Apriori Algorithm for Association Analysis

3 Nov 14, 2021
The DarkRift2 networking framework written in Python 3

DarkRiftPy is Darkrift2 written in Python 3. The implementation is fully compatible with the original version. So you can write a client side on Python that connects to a Darkrift2 server written in

Anton Dobryakov 6 May 23, 2022
A custom prime algorithm, implementation, and performance code & review

Colander A custom prime algorithm, implementation, and performance code & review Pseudocode Algorithm 1. given a number of primes to find, the followi

Finn Lancaster 3 Dec 17, 2021
N Queen Problem using Genetic Algorithm

The N Queen is the problem of placing N chess queens on an N×N chessboard so that no two queens attack each other.

Mahdi Hassanzadeh 2 Nov 11, 2022
Python implementation of Aho-Corasick algorithm for string searching

Python implementation of Aho-Corasick algorithm for string searching

Daniel O'Sullivan 1 Dec 31, 2021
A litle algorithm that i made for transform a picture in a spreadsheet.

PicsToSheets How it works? It is an algorithm designed to transform an image into a spreadsheet file. this converts image pixels to color cells of she

Guilherme de Oliveira 1 Nov 12, 2021
Slight modification to one of the Facebook Salina examples, to test the A2C algorithm on financial series.

Facebook Salina - Gym_AnyTrading Slight modification of Facebook Salina Reinforcement Learning - A2C GPU example for financial series. The gym FOREX d

Francesco Bardozzo 5 Mar 14, 2022
A lightweight, object-oriented finite state machine implementation in Python with many extensions

transitions A lightweight, object-oriented state machine implementation in Python with many extensions. Compatible with Python 2.7+ and 3.0+. Installa

4.7k Jan 01, 2023
:computer: Data Structures and Algorithms in Python

Algorithms in Python Implementations of a few algorithms and datastructures for fun and profit! Completed Karatsuba Multiplication Basic Sorting Rabin

Prakhar Srivastav 2.9k Jan 01, 2023