Book Image

Apache Hadoop 3 Quick Start Guide

By : Hrishikesh Vijay Karambelkar
Book Image

Apache Hadoop 3 Quick Start Guide

By: Hrishikesh Vijay Karambelkar

Overview of this book

Apache Hadoop is a widely used distributed data platform. It enables large datasets to be efficiently processed instead of using one large computer to store and process the data. This book will get you started with the Hadoop ecosystem, and introduce you to the main technical topics, including MapReduce, YARN, and HDFS. The book begins with an overview of big data and Apache Hadoop. Then, you will set up a pseudo Hadoop development environment and a multi-node enterprise Hadoop cluster. You will see how the parallel programming paradigm, such as MapReduce, can solve many complex data processing problems. The book also covers the important aspects of the big data software development lifecycle, including quality assurance and control, performance, administration, and monitoring. You will then learn about the Hadoop ecosystem, and tools such as Kafka, Sqoop, Flume, Pig, Hive, and HBase. Finally, you will look at advanced topics, including real time streaming using Apache Storm, and data analytics using Apache Spark. By the end of the book, you will be well versed with different configurations of the Hadoop 3 cluster.
Table of Contents (10 chapters)

Performing routine tasks

As a Hadoop administrator, you must work on your routine activities. Let's go through some of the most common routine tasks that you would perform with Hadoop administration.

Working with safe mode

When any client performs a write operation on HDFS, the changes get recorded in the edit log. This edit log is flushed at the end of write operations and the information is synced across nodes. Once this operation is complete, the system returns a success flag to the client. This ensures consistency of data and cleaner operation execution. Similarly, name node maintains a fsimage file, which is a data structure that name node uses to keep track of what goes where. This is a checkpoint copy which is...