Book Image

Learning Apache Cassandra - Second Edition

Book Image

Learning Apache Cassandra - Second Edition

Overview of this book

Cassandra is a distributed database that stands out thanks to its robust feature set and intuitive interface, while providing high availability and scalability of a distributed data store. This book will introduce you to the rich feature set offered by Cassandra, and empower you to create and manage a highly scalable, performant and fault-tolerant database layer. The book starts by explaining the new features implemented in Cassandra 3.x and get you set up with Cassandra. Then you’ll walk through data modeling in Cassandra and the rich feature set available to design a flexible schema. Next you’ll learn to create tables with composite partition keys, collections and user-defined types and get to know different methods to avoid denormalization of data. You will then proceed to create user-defined functions and aggregates in Cassandra. Then, you will set up a multi node cluster and see how the dynamics of Cassandra change with it. Finally, you will implement some application-level optimizations using a Java client. By the end of this book, you'll be fully equipped to build powerful, scalable Cassandra database layers for your applications.
Table of Contents (14 chapters)

The problem with concurrent updates


Let's add a new feature to our MyStatus application: the user's ability to star their friend's status updates to indicate their approval. For each status update, we'll store a list of the users who have starred that status update so that we can display the usernames to the author of the update.

Serializing the collection

One approach is to simply store the list of users in a text column in some serialized form. JSON is a versatile serialization format for such scenarios, so we'll use that. First, we'll add the column to the user_status_updates table, recalling the technique from the Adding columns to tables section in Chapter 7, Expanding Your Data Model:

ALTER TABLE "user_status_updates" 
ADD "starred_by_users" text;

Simple enough. Now let's suppose that bob wants to star one of the status updates of alice. From the application's standpoint, this means appending bob to the list of users who have starred alice's update. First, we'll read the existing list...