Python / Python Asynchronous Programming

Introduction to Asynchronous Programming

This tutorial aims to introduce you to the concept of asynchronous programming. You will learn about how asynchronous programming can help improve application performance and resp…

Tutorial 1 of 5 5 resources in this section

Section overview

5 resources

Introduces asynchronous programming in Python using async/await, asyncio, and concurrent programming.

Introduction

In this tutorial, we will explore asynchronous programming. Asynchronous programming is a design paradigm that allows multiple operations to occur simultaneously. Instead of waiting for one operation to complete before starting the next, the program can continue executing other tasks.

By the end of this tutorial, you will understand the concept of asynchronous programming, its advantages, and how to implement it in your code. You will also gain insights into promises, async/await, and callbacks, which are core concepts in asynchronous programming.

This tutorial assumes that you have basic knowledge of JavaScript. If you're not familiar with JavaScript, you may want to brush up on the basics before diving into this tutorial.

Step-by-Step Guide

Asynchronous programming is vital in web development because it allows the application to remain responsive even when performing long-running operations, such as network requests, file system operations, or any other tasks that might take some time to complete.

The primary methods of handling asynchronous programming in JavaScript are:

  • Callbacks
  • Promises
  • Async/Await

Callbacks

A callback is a function passed as an argument to another function. This technique allows a function to call another function when a particular task has been completed.

function doSomething(callback) {
    // simulate a time-consuming operation
    setTimeout(function() {
        let results = 'Hello, world!';
        callback(results);
    }, 2000);
}

doSomething(function(results) {
    console.log(results); // "Hello, world!"
});

Promises

Promises are a better way of handling asynchronous operations. A Promise represents a value that may not be available yet but will be available in the future, or it will never be available.

let promise = new Promise(function(resolve, reject) {
    // simulate a time-consuming operation
    setTimeout(function() {
        let results = 'Hello, world!';
        resolve(results);
    }, 2000);
});

promise.then(function(results) {
    console.log(results); // "Hello, world!"
});

Async/Await

Async/Await is a special syntax to work with Promises in a more comfortable, synchronous manner. It's basically syntactic sugar on top of Promises.

async function doSomething() {
    return new Promise((resolve, reject) => {
        setTimeout(() => resolve("Hello, world!"), 2000);
    });
}

async function main() {
    let results = await doSomething();
    console.log(results); // "Hello, world!"
}

main();

Summary

In this tutorial, we explored the basics of asynchronous programming, including callbacks, promises, and async/await. Asynchronous programming is crucial in web development, and understanding these concepts will allow you to write more efficient, non-blocking code.

For further learning, you can explore more advanced topics like error handling in asynchronous code and how to handle multiple asynchronous operations simultaneously.

Practice Exercises

  1. Write a function that uses a callback to asynchronously add two numbers after 2 seconds.
  2. Convert the above function to return a promise.
  3. Use async/await to call the above function.

Here's how you might approach these exercises:

// Exercise 1
function add(x, y, callback) {
    setTimeout(() => {
        let sum = x + y;
        callback(sum);
    }, 2000);
}

add(1, 2, sum => console.log(sum)); // 3

// Exercise 2
function add(x, y) {
    return new Promise((resolve, reject) => {
        setTimeout(() => {
            let sum = x + y;
            resolve(sum);
        }, 2000);
    });
}

add(1, 2).then(sum => console.log(sum)); // 3

// Exercise 3
async function add(x, y) {
    return new Promise((resolve, reject) => {
        setTimeout(() => {
            let sum = x + y;
            resolve(sum);
        }, 2000);
    });
}

async function main() {
    let sum = await add(1, 2);
    console.log(sum); // 3
}

main();

Continue practicing by creating more complex asynchronous functions, handling errors in your async/await code, and managing multiple asynchronous operations at the same time.

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