Book Image

Functional Python Programming, 3rd edition - Third Edition

By : Steven F. Lott
Book Image

Functional Python Programming, 3rd edition - Third Edition

By: Steven F. Lott

Overview of this book

Not enough developers understand the benefits of functional programming, or even what it is. Author Steven Lott demystifies the approach, teaching you how to improve the way you code in Python and make gains in memory use and performance. If you’re a leetcoder preparing for coding interviews, this book is for you. Starting from the fundamentals, this book shows you how to apply functional thinking and techniques in a range of scenarios, with Python 3.10+ examples focused on mathematical and statistical algorithms, data cleaning, and exploratory data analysis. You'll learn how to use generator expressions, list comprehensions, and decorators to your advantage. You don't have to abandon object-oriented design completely, though – you'll also see how Python's native object orientation is used in conjunction with functional programming techniques. By the end of this book, you'll be well-versed in the essential functional programming features of Python and understand why and when functional thinking helps. You'll also have all the tools you need to pursue any additional functional topics that are not part of the Python language.
Table of Contents (18 chapters)
Preface
16
Other Books You Might Enjoy
17
Index

15.1 The HTTP request-response model

The HTTP protocol is nearly stateless: a user agent (or browser) makes a request and the server provides a response. For services that don’t involve cookies, a client application can take a functional view of the protocol. We can build a client using the http.client or urllib.request module. An HTTP user agent can be implemented as a function like the following:

import urllib.request 
 
def urllib_get(url: str) -> tuple[int, str]: 
    with urllib.request.urlopen(url) as response: 
        body_bytes = response.read() 
        encoding = response.headers.get_content_charset("utf-8") 
        return response.status, body_bytes.decode(encoding)

A program like wget or curl does this kind of processing using a URL supplied as a command-line argument. A browser does...