Python - parallel and asynchronous programming

PYTHON_ASYNC
Duration 3 days
30 ITK points
6 terms
Praha (15 900 Kč)

Brno (15 900 Kč)

Bratislava (690 €)
Intermediate

The course introduces participants to modern trends in the development of multithreaded and multiprocess programs in Python. In addition, the options offered by the asyncio module, ie asynchronous programming, are also discussed. In this course, you will learn not only details about the capabilities of current Python, but also about other capabilities contained in third-party modules. We will also try most of these options in practice.

Basic knowledge of Python
Object-oriented programming in Python

Expert explanation with practical examples, exercises on computers.

Printed presentations of the subject matter.

Introduction

Terminology (multithreading, multiprocessing, asynchronous IC)
GIL and its role in Python
Options for alternative Python implementations
IO-bound and CPU-bound processes

Multithreading

modules for multithreading
Threading and lifecycle management
daemon threads

Multiprocessing

multiprocessing module
creating new processes
process management

AsyncIO

Coroutines
Principles of asynchronous IO in Python
Async module (async / await construction)
Aiohttp module
Where and when to use

Sychnonization primitives and data structures

Locks and condition variables
Pipes and queues

Third party modules

Futures
Goroutines
Actors

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Python - parallel and asynchronous programming

GOPAS Praha

GOPAS Brno

GOPAS Bratislava

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Python - parallel and asynchronous programming

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