Learn by Example : HBase - The Hadoop Database [Video]

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Learn by Example : HBase - The Hadoop Database [Video]

Loonycorn
Tuesday, December 19, 2017

25 solved examples to get you up to speed with HBase

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Video Details

ISBN 139781788997416

Course Length4 hours 56 minutes

Video Description

Relational Databases are so stuffy and old! Welcome to HBase - a database solution for a new age. HBase: Do you feel like your relational database is not giving you the flexibility you need anymore? Column oriented storage, no fixed schema and low latency make HBase a great choice for the dynamically changing needs of your applications. What's Covered: 25 solved examples covering all aspects of working with data in HBaseCRUD operations in the shell and with the Java API, Filters, Counters, MapReduce Implement your own notification service for a social network using HBaseHBase and its role in the Hadoop ecosystem, HBase architecture and what makes HBase different from RDBMS and other Hadoop technologies like Hive.

Style and Approach

HBase and it’s role in the Hadoop ecosystem, HBase architecture and what makes HBase different from RDBMS and other Hadoop technologies like Hive.

You, This Course and Us

Introduction to HBase

The problem with distributed computing

Installing HBase

The Hadoop ecosystem

The role of HBase in the Hadoop ecosystem

How is HBase different from RDBMS?

HBase Data Model

Introducing CRUD operations

HBase is different from Hive

CRUD operations using the HBase Shell

Example1 - Creating a table for User Notifications

Example 2 - Inserting a row

Example 3 - Updating a row

Example 4 - Retrieving a row

Example 5 - Retrieving a range of rows

Example 6 - Deleting a row

Example 7 - Deleting a table

CRUD operations using the Java API

Example 8 - Creating a table with HBaseAdmin

Example 9 - Inserting a row using a Put object

Example 10 - Inserting a list of Puts

Example 11 - Retrieving data - Get and Result objects

Example 12 - A list of Gets

Example 13 - Deleting a row

Example 14 - A list of Deletes

Example 15 - Mix and match with batch operations

Example 16 - Scanning a range of rows

Example 17 - Deleting a table

HBase Architecture

Advanced operations - Filters and Counters

Example 18 - Filter by Row id – RowFilter

Example 19 - Filter by column value – SingleColumnValueFilter

Example 20 - Apply multiple conditions – Filterlist

Example 21 - Retrieve rows within a time range

Example 22 - Atomically incrementing a value with Counters

MapReduce with HBase

Example 23: A MapReduce task to count Notifications by Type

Example 23 continued: Implementing the MapReduce in Java

Demo: Running a MapReduce task

Build a Notification Service

Example 24: Implement a Notification Hierarchy

Example 25: Implement a Notifications Manager

Installing Hadoop in a Local Environment

Hadoop Install Modes

Hadoop Install Step 1: Standalone Mode

Hadoop Install Step 2: Pseudo-Distributed Mode

Appendix

[For Linux/Mac OS Shell Newbies] Path and other Environment Variables

Setting up a Virtual Linux Instance - For Windows Users

What You Will Learn

Set up a database for your application using HBase
Integrate HBase with MapReduce for data processing tasks
Create tables, insert, read and delete data from HBase
Get an all-round understanding of HBase and its role in the Hadoop ecosystem

Authors

Loonycorn

Loonycorn is Janani Ravi and Vitthal Srinivasan. Between them, they have studied at Stanford, been admitted to IIM Ahmedabad and have spent years working in tech, in the Bay Area, New York, Singapore and Bangalore.

Janani: 7 years at Google (New York, Singapore); Studied at Stanford; also worked at Flipkart and Microsoft

Vitthal: Also Google (Singapore) and studied at Stanford; Flipkart, Credit Suisse and INSEAD too. They think they might have hit upon a neat way of teaching complicated tech courses in a funny, practical, engaging way, which is why they are so excited to be here. They hope you will try our offerings, and you'll like them :-)

You, This Course and Us

Introduction to HBase

The problem with distributed computing

Installing HBase

The Hadoop ecosystem

The role of HBase in the Hadoop ecosystem

How is HBase different from RDBMS?

HBase Data Model

Introducing CRUD operations

HBase is different from Hive

CRUD operations using the HBase Shell

Example1 - Creating a table for User Notifications

Example 2 - Inserting a row

Example 3 - Updating a row

Example 4 - Retrieving a row

Example 5 - Retrieving a range of rows

Example 6 - Deleting a row

Example 7 - Deleting a table

CRUD operations using the Java API

Example 8 - Creating a table with HBaseAdmin

Example 9 - Inserting a row using a Put object

Example 10 - Inserting a list of Puts

Example 11 - Retrieving data - Get and Result objects

Example 12 - A list of Gets

Example 13 - Deleting a row

Example 14 - A list of Deletes

Example 15 - Mix and match with batch operations

Example 16 - Scanning a range of rows

Example 17 - Deleting a table

HBase Architecture

Advanced operations - Filters and Counters

Example 18 - Filter by Row id – RowFilter

Example 19 - Filter by column value – SingleColumnValueFilter

Example 20 - Apply multiple conditions – Filterlist

Example 21 - Retrieve rows within a time range

Example 22 - Atomically incrementing a value with Counters

MapReduce with HBase

Example 23: A MapReduce task to count Notifications by Type

Example 23 continued: Implementing the MapReduce in Java

Demo: Running a MapReduce task

Build a Notification Service

Example 24: Implement a Notification Hierarchy

Example 25: Implement a Notifications Manager

Installing Hadoop in a Local Environment

Hadoop Install Modes

Hadoop Install Step 1: Standalone Mode

Hadoop Install Step 2: Pseudo-Distributed Mode

Appendix

[For Linux/Mac OS Shell Newbies] Path and other Environment Variables

Setting up a Virtual Linux Instance - For Windows Users

Video Details

ISBN 139781788997416

Course Length4 hours 56 minutes

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Learn by Example : HBase - The Hadoop Database [Video]