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Python for Geeks

Python for Geeks

By : Asif
4.5 (20)
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Python for Geeks

Python for Geeks

4.5 (20)
By: Asif

Overview of this book

Python is a multipurpose language that can be used for multiple use cases. Python for Geeks will teach you how to advance in your career with the help of expert tips and tricks. You'll start by exploring the different ways of using Python optimally, both from the design and implementation point of view. Next, you'll understand the life cycle of a large-scale Python project. As you advance, you'll focus on different ways of creating an elegant design by modularizing a Python project and learn best practices and design patterns for using Python. You'll also discover how to scale out Python beyond a single thread and how to implement multiprocessing and multithreading in Python. In addition to this, you'll understand how you can not only use Python to deploy on a single machine but also use clusters in private as well as in public cloud computing environments. You'll then explore data processing techniques, focus on reusable, scalable data pipelines, and learn how to use these advanced techniques for network automation, serverless functions, and machine learning. Finally, you'll focus on strategizing web development design using the techniques and best practices covered in the book. By the end of this Python book, you'll be able to do some serious Python programming for large-scale complex projects.
Table of Contents (20 chapters)
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1
Section 1: Python, beyond the Basics
5
Section 2: Advanced Programming Concepts
9
Section 3: Scaling beyond a Single Thread
13
Section 4: Using Python for Web, Cloud, and Network Use Cases

Introducing microservices

A microservice is an independent software entity that must have the following characteristics:

  • Loosely coupled with other services and without any dependency on other software components
  • Easy to develop and maintain by a small team without depending on other teams
  • Independently installable as a separate entity, preferably in a container
  • Offers easy-to-consume interfaces using synchronous protocols such as REST APIs, or asynchronous protocols such as Kafka or RabbitMQ

The keywords in terms of software being called a microservice are independently deployable, loosely coupled, and easily maintainable. Each microservice can have its own database servers to avoid sharing resources with other microservices. This will ensure the elimination of dependencies between the microservices.

The microservices architecture style is a software development paradigm for developing applications using purely microservices. This architecture even includes...

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