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» » » Raman Mastering Python Data Visualization 2015

Raman Mastering Python Data Visualization 2015

Raman Mastering Python Data Visualization 2015
Raman Mastering Python Data Visualization 2015
pdf | 12.14 MB | N/A | Isbn:N/A | Author: Kirthi Raman | Year: N/A

Description:

Gain comprehensive insights into programming practices, and code portability and reuse to build flexible and maintainable apps using object-oriented principles

Key Features

Extend core OOP techniques to increase integration of classes created with Python
Explore various Python libraries for handling persistence and object serialization
Learn alternative approaches for solving programming problems, with different attributes to address your problem domain

Book Description
Object-oriented programming (OOP) is a relatively complex discipline to master, and it can be difficult to see how general principles apply to each language's unique features. With the help of the latest edition of Mastering Objected-Oriented Python, you'll be shown how to effectively implement OOP in Python, and even explore Python 3.x.
Complete with practical examples, the book guides you through the advanced concepts of OOP in Python, and demonstrates how you can apply them to solve complex problems in OOP. You will learn how to create high-quality Python programs by exploring design alternatives and determining which design offers the best performance. Next, you'll work through special methods for handling simple object conversions and also learn about hashing and comparison of objects. As you cover later chapters, you'll discover how essential it is to locate the best algorithms and optimal data structures for developing robust solutions to programming problems with minimal computer processing. Finally, the book will assist you in leveraging various Python features by implementing object-oriented designs in your programs.
By the end of this book, you will have learned a number of alternate approaches with different attributes to confidently solve programming problems in Python.

What you will learn

Explore a variety of different design patterns for the __init__() method
Learn to use Flask to build a RESTful web service
Discover SOLID design patterns and principles
Use the features of Python 3's abstract base
Create classes for your own applications
Design testable code using pytest and fixtures
Understand how to design context managers that leverage the 'with' statement
Create a new type of collection using standard library and design techniques
Develop new number types above and beyond the built-in classes of numbers

Who this book is for
This book is for developers who want to use Python to create efficient programs. A good understanding of Python programming is required to make the most out of this book. Knowledge of concepts related to object-oriented design patterns will also be useful.

Table of Contents

Preliminaries, Tools, and Techniques
The __init__() Method
Integrating Seamlessly - Basic Special Methods
Attribute Access, Properties, and Descriptors
The ABCs of Consistent Design
Using Callables and Contexts
Creating Containers and Collections
Creating Numbers
Decorators and Mixins - Cross-cutting Aspects
Serializing and Saving - JSON, YAML, Pickle, CSV, and XML
Storing and Retrieving Objects via Shelve
Storing and Retrieving Objects via SQLite
Transmitting and Sharing Objects
Configuration Files and Persistence
Design Principles and Patterns
The Logging and Warning Modules
Designing for Testability
Coping With the Command Line
Module and Package Design
Quality and Documentation
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