Book Image

Python Unlocked

By : Arun Tigeraniya
Book Image

Python Unlocked

By: Arun Tigeraniya

Overview of this book

Python is a versatile programming language that can be used for a wide range of technical tasks—computation, statistics, data analysis, game development, and more. Though Python is easy to learn, it’s range of features means there are many aspects of it that even experienced Python developers don’t know about. Even if you’re confident with the basics, its logic and syntax, by digging deeper you can work much more effectively with Python – and get more from the language. Python Unlocked walks you through the most effective techniques and best practices for high performance Python programming - showing you how to make the most of the Python language. You’ll get to know objects and functions inside and out, and will learn how to use them to your advantage in your programming projects. You will also find out how to work with a range of design patterns including abstract factory, singleton, strategy pattern, all of which will help make programming with Python much more efficient. Finally, as the process of writing a program is never complete without testing it, you will learn to test threaded applications and run parallel tests. If you want the edge when it comes to Python, use this book to unlock the secrets of smarter Python programming.
Table of Contents (15 chapters)
Python Unlocked
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Index

Going asynchronous


Key 3: Being asynchronous for parallel execution.

We can also process more than one request by being asynchronous as well. In this method, instead of us polling for updates from objects, they tell us when they have a result. Hence, the main thread in the meantime can execute other stuff. Asyncio, Twisted, and Tornado are libraries in Python that can help us write such code. Asyncio, and Tornado are supported in Python 3, and some portions of Twisted also run on Python 3 as of now. Python 3.5 introduced the async and await keywords that helps write asynchronous code. The async keyword defines that the function is an asynchronous function and that the result may not be available right away. The await keyword waits until the results are captured and returns the result.

In the following code, await in the main function waits for all the results to be available:

import time, asyncio
from tasker import cputask, async_iotask
from random import randint
import aiopg, string, random...