Apache HBase Fundamentals: Installation, Architecture, and Data Modeling

Installation

Course: 46 Minutes

• Course Introduction
• Overview of HBase
• HBase Requirements
• HBase Software Requirements
• HBase Filesystems
• HBase Installation Modes
• Installing HBase in Local Mode
• Installing HBase in Fully Distributed Mode
• Accessing the Web-Based Management Console
• Using the HBase Shell

Architecture

Course: 29 Minutes

• HBase Components
• HFiles and Regions
• The Write-Ahead Log and MemStore
• Compaction and Splits
• Data Replication
• Accessing HBase
• Securing HBase
• Hadoop's MapReduce Integration with HBase

Data Modeling

Course: 22 Minutes

• HBase Schema Overview
• Designing Tables
• Designing Rowkeys for Tables
• Versions, DataTypes, and Joins
• Time to Live and Deleted Cells

Practice: Install HBase

Course: 4 Minutes

• Exercise: Installing HBase

Apache HBase Fundamentals: Access Data through the Shell and Client API

Table Creation in the Shell

Course: 18 Minutes

• Course Introduction
• Creating Tables Using the Shell
• Disabling, Enabling, and Dropping a Table
• Altering a Table's Properties

Data Management in the Shell

Course: 19 Minutes

• Adding Data to a Table
• Using the scan and get Commands
• Deleting Data From a Table
• Using Counters

Insert Data Using Java Client API

Course: 20 Minutes

• Establishing a Connection
• Creating Tables Using the Client Java API
• Creating a Put Class Instance
• Adding Data Using the add() Option
• Using Timestamp with Put for Versioning
• Using the get() and has() Method

Get Data Using Java Client API

Course: 25 Minutes

• Using the Get Class
• Retrieving Columns Using the Get Class
• Retrieving Versions of Columns Using the Get Class
• Retrieving Specific Values From a Cell
• Using List with the Get Class

Scan Data Using Java Client API

Course: 26 Minutes

• Using Scan() to Read an Entire Table
• Scanning Rows Starting at a Specific Row or a Range
• Using Constructors to Narrow Search Results
• Using getScanner() Method
• Using the ResultScanner Class

Delete and Update Data Using Java Client

Course: 15 Minutes

• Updating Data
• Deleting Data

Practice: Manage Data in an HBase Table

Course: 5 Minutes

• Exercise: Managing Data Using a Client API

Apache HBase Fundamentals: Advanced API, Administration, and MapReduce

Filters

Course: 23 Minutes

• Course Introduction
• Implementing Utility Filters
• Implementing Comparison Filters
• Implementing Custom Filters

Cluster Administration

Course: 42 Minutes

• Checking the Status of the HBase Instance
• Listing the User Space Tables
• Deleting Tables
• Completing a Major Compaction Manually
• Merging Adjoining Regions
• Stopping and Decommissioning a RegionServer
• Performing a Rolling Restart
• Adding a New Node
• Monitoring HBase

Snapshots and Backups

Course: 24 Minutes

• Taking a Snapshot
• Using a Snapshot to Clone a Table
• Exporting and Restoring Snapshots
• Performing a Full Shutdown Backup
• Performing a Backup on a Live Cluster
• Performing a Restore

MapReduce

Course: 25 Minutes

• Using HBase as a Data Sink for MapReduce Jobs
• Using HBase as a Data Source for MapReduce Jobs
• Bulk Loading Data
• Splitting Map Tasks When Sourcing an HBase Table
• Accessing Other HBase Tables within a MapReduce Job

Practice: Manage HBase

Course: 5 Minutes

• Exercise: Managing HBase