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Hadoop Essentials

You're reading from  Hadoop Essentials

Product type Book
Published in Apr 2015
Publisher Packt
ISBN-13 9781784396688
Pages 194 pages
Edition 1st Edition
Languages
Author (1):
Shiva Achari Shiva Achari
Profile icon Shiva Achari

Table of Contents (15) Chapters

Hadoop Essentials
Credits
About the Author
Acknowledgments
About the Reviewers
www.PacktPub.com
Preface
Introduction to Big Data and Hadoop Hadoop Ecosystem Pillars of Hadoop – HDFS, MapReduce, and YARN Data Access Components – Hive and Pig Storage Component – HBase Data Ingestion in Hadoop – Sqoop and Flume Streaming and Real-time Analysis – Storm and Spark Index

Hive


Hive provides a data warehouse environment in Hadoop with a SQL-like wrapper and also translates the SQL commands in MapReduce jobs for processing. SQL commands in Hive are called as HiveQL, which doesn't support the SQL 92 dialect and should not be assumed to support all the keywords, as the whole idea is to hide the complexity of MapReduce programming and perform analysis on the data.

Hive can also act as an analytical interface with other systems as most of the systems integrate well with Hive. Hive cannot be used for handling transactions, as it doesn't provide row-level updates and real-time queries.

The Hive architecture

Hive architecture has different components such as:

  • Driver: Driver manages the lifecycle of a HiveQL statement as it moves through Hive and also maintains a session handle for session statistics.

  • Metastore: Metastore stores the system catalog and metadata about tables, columns, partitions, and so on.

  • Query Compiler: It compiles HiveQL into a DAG of optimized map...

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