Book Image

Learning Apache Flink

By : Tanmay Deshpande
Book Image

Learning Apache Flink

By: Tanmay Deshpande

Overview of this book

<p>With the advent of massive computer systems, organizations in different domains generate large amounts of data on a real-time basis. The latest entrant to big data processing, Apache Flink, is designed to process continuous streams of data at a lightning fast pace.</p> <p>This book will be your definitive guide to batch and stream data processing with Apache Flink. The book begins with introducing the Apache Flink ecosystem, setting it up and using the DataSet and DataStream API for processing batch and streaming datasets. Bringing the power of SQL to Flink, this book will then explore the Table API for querying and manipulating data. In the latter half of the book, readers will get to learn the remaining ecosystem of Apache Flink to achieve complex tasks such as event processing, machine learning, and graph processing. The final part of the book would consist of topics such as scaling Flink solutions, performance optimization and integrating Flink with other tools such as ElasticSearch.</p> <p>Whether you want to dive deeper into Apache Flink, or want to investigate how to get more out of this powerful technology, you’ll find everything you need inside.</p>
Table of Contents (17 chapters)
Learning Apache Flink
About the Author
About the Reviewers
Customer Feedback

Naming large TupleX types

As we know, a tuple is a complex data type used to represent complex data structures. It is a combination of various primitive data types. Generally, it is recommended not to use large tuples; instead it is recommended to use Java POJOs. If you want to use a tuple, it is recommended to name it with some custom POJO type.

It is very easy to create a custom type for a large tuple. For example, if we want to use Tuple8 then we can define it as follows:

//Initiate Record Tuple
RecordTuple rc = new RecordTuple(value0, value1, value2, value3, value4, value5, value6, value7);

// Define RecordTuple instead of using Tuple8
public static class RecordTuple extends Tuple8<String, String, Integer, String, Integer, Integer, Integer, Integer> {

         public RecordTuple() {

         public RecordTuple(String value0, String value1, Integer value2, String value3, Integer value4, Integer...