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Redis Stack for Application Modernization

You're reading from  Redis Stack for Application Modernization

Product type Book
Published in Dec 2023
Publisher Packt
ISBN-13 9781837638185
Pages 336 pages
Edition 1st Edition
Languages
Authors (2):
Luigi Fugaro Luigi Fugaro
Profile icon Luigi Fugaro
Mirko Ortensi Mirko Ortensi
Profile icon Mirko Ortensi
View More author details

Table of Contents (18) Chapters

Preface Part 1: Introduction to Redis Stack
Chapter 1: Introducing Redis Stack Chapter 2: Developing Modern Use Cases with Redis Stack Chapter 3: Getting Started with Redis Stack Chapter 4: Setting Up Client Libraries Part 2: Data Modeling
Chapter 5: Redis Stack as a Document Store Chapter 6: Redis Stack as a Vector Database Chapter 7: Redis Stack as a Time Series Database Chapter 8: Understanding Probabilistic Data Structures Part 3: From Development to Production
Chapter 9: The Programmability of Redis Stack Chapter 10: RedisInsight – the Data Management GUI Chapter 11: Using Redis Stack as a Primary Database Chapter 12: Managing Development and Production Environments Index Other Books You May Enjoy

Setting Up Client Libraries

In the previous chapter, we learned that Redis Stack is a powerful and versatile in-memory data structure store that is widely used for caching, message brokering, and real-time data processing. To facilitate seamless interaction between various programming languages and Redis, a variety of client libraries have been developed. These client libraries, also known as Redis clients, provide a convenient interface to access and manipulate Redis data structures through their respective language-specific APIs.

In this chapter, you will learn how to properly initialize and set up your Redis project in your preferred programming language, using Redis-supported client libraries.

First, you will learn the basics of the Redis Stack client libraries, and then you will learn, with hands-on examples, how to use those client libraries for your projects in your preferred programming languages:

  • Programming in Python using redis-py
  • Programming in Java using...

Technical requirements

In this chapter, we will begin the hands-on part of the book by exploring various programming languages and their individual configurations. We will provide a comprehensive overview of the required resources for each Redis Stack client library variant with details laid out in their respective sections.

Redis Stack client libraries

Redis Stack client libraries enable you to easily integrate Redis into your applications, regardless of your preferred programming language. By using the appropriate Redis Stack client library, you can significantly improve the performance, scalability, and reliability of your applications, while also benefiting from the extensive features and capabilities of Redis.

The supported Redis Stack client libraries are as follows:

  • redis-py (Python): A widely used and well-maintained Python client library that supports various Redis features and offers thread-safe and robust connection handling.
  • Jedis (Java): A popular Java client library with high performance and comprehensive support for Redis commands. It provides both synchronous and asynchronous command execution, as well as connection pooling for efficient resource management.
  • node-redis (Node.js): A robust and feature-rich Redis client for Node.js, offering complete support for Redis commands...

Programming in Python using redis-py

Python is a versatile, high-level, and easy-to-learn programming language that has gained immense popularity among developers, data scientists, and software engineers alike. Created by Guido van Rossum and first released in 1991, Python emphasizes readability and simplicity, making it an excellent choice for beginners and experienced programmers.

Python is available on various platforms, such as Windows, macOS, Linux, and Unix, allowing developers to write code that can run on different operating systems. Python supports various programming paradigms, such as object-oriented, procedural, and functional programming, allowing developers to choose the most suitable approach for their projects.

Python’s simplicity and power have made it an essential tool in a wide range of industries, including web development, scientific computing, data analysis, artificial intelligence, and automation. With an ever-growing community and a plethora of...

Programming in Java using Jedis

Java is a robust, high-level, and widely used programming language that has become a staple for developers, software engineers, and IT professionals across various industries. Developed by James Gosling at Sun Microsystems and released in 1995, Java prioritizes portability, scalability, and maintainability, making it a popular choice for both novice and experienced programmers.

Java is platform-independent, thanks to its “write once, run anywhere” philosophy, which allows developers to create code that can be executed on different operating systems, such as Windows, Macintosh, Solaris, Linux, and Unix. This is made possible by the Java Virtual Machine (JVM), which translates Java bytecode into machine code for the specific platform.

Java supports object-oriented programming principles, encouraging modular, reusable, and maintainable code. Its extensive standard library, known as the Java Development Kit (JDK), provides developers...

Programming in JavaScript using node-redis

Node.js is an excellent choice for various types of applications, particularly those that require real-time communication, scalability, and high performance. One of its main strengths is its non-blocking, event-driven architecture. This means that Node.js can handle multiple requests simultaneously without waiting for any single request to complete. As a result, it is especially suitable for applications that require real-time communication, such as chat applications and online gaming.

Another advantage of Node.js is that it allows you to use JavaScript on the server side. By using the same language for both frontend and backend development, you can streamline your workflow and reduce the learning curve for your development team. This consistency between the frontend and backend can lead to faster development times and improved maintainability.

Node.js also boasts a large and active community of developers, which means you’ll...

Programming in Go using go-redis

Golang, more commonly known as Go, is an open source programming language that has grown in popularity due to its many advantages. One of the most significant benefits of using Go is its simplicity and minimalistic design. This aspect makes it easy to learn and understand for developers of varying experience levels, from beginners to seasoned professionals.

The Go community is another reason to consider using the language. It is an active and growing group of developers that contributes to an ever-expanding ecosystem of libraries and frameworks. This evolving ecosystem offers resources and support to help you learn about and use the language effectively.

In order to install the Golang Redis library, you need to utilize the widely used go-redis/redis package, which is a thoroughly maintained and feature-packed Redis client for Go. Before installing the package, ensure that Go is already set up on your system. At the time this content was created...

Programming in C#/.NET using NRedisStack

.NET Framework boasts a comprehensive standard library, streamlining many development tasks. It provides a myriad of built-in functionalities, reducing the need for external libraries and helping you to build applications more efficiently.

While .NET Framework has traditionally been Windows-centric, the introduction of .NET Core extends support to macOS and Linux. This ensures your applications can reach a broader audience without significant code changes.

To work with Redis Stack in a C#/.NET environment, you would typically use the StackExchange.Redis package. It’s a high-performance, fully featured client dedicated to Redis for .NET. Before incorporating the package, ensure that .NET is properly configured on your system. As of the time this content was crafted, the version referenced was .NET 7.0.

To install the C#/.NET Redis client library, follow these steps:

Install-Package StackExchange.Redis

Let’s dive into...

Summary

In this chapter, we have explored various Redis client libraries and OM solutions across five popular programming languages: Python, Java, JavaScript, C#, and Go..

For Python, we learned about redis-py, a widely used Redis client library that provides an easy-to-use interface for interacting with Redis data structures and commands. To simplify working with Redis data structures in Python applications, Redis OM allows us to map Redis data to Python objects, offering a more intuitive, object-oriented approach to data management.

In the Java programming language, Jedis is a popular client library that enables developers to work seamlessly with Redis data structures. With Redis OM for Java, developers can further enhance their experience by mapping Java objects to Redis data structures, improving code organization and maintainability.

For JavaScript, we discussed node-redis, a widely used Redis client library designed to work efficiently with Node.js, offering a straightforward...

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