Cloudera

Cloudera Training for Apache HBase

21 hours
1395 €
Classroom or Live Virtual Class
Classroom or Live Virtual Class

23 Nov 2020 - 25 Nov 2020   |  

21 h.    1395 €

Cloudera Training for Apache HBase

21 h | 1395 € | Madrid o Live Virtual Class | Spanish
Monday - Tuesday - Wednesday (09:00h - 17:00h)
Calendario de sesiones

23 Nov 2020 - 25 Nov 2020   |  

21 h.    1395 €

Cloudera Training for Apache HBase

21 h | 1395 € | Barcelona o Live Virtual Class | Spanish
Monday - Tuesday - Wednesday (09:00h - 17:00h)
Calendario de sesiones

Description

TASTE OF TRAINING

This course enables participants to store and access massive quantities of multi-structured data and perform hundreds of thousands of operations per second.

Apache HBase is a distributed, scalable, NoSQL database built on Apache Hadoop. HBase can store data in massive tables consisting of billions of rows and millions of columns, serve data to many users and applications in real time, and provide fast, random read/write access to users and applications.

Audience and prerequisites

This course is appropriate for developers and administrators who intend to use HBase. Prior experience with databases and data modeling is helpful, but not required. Knowledge of Java is assumed. Prior knowledge of Hadoop is not required, but Cloudera Developer Training for Apache Hadoop provides an excellent foundation for this course.

Objectives

Through hands-on and interactive sessions with hands-on exercises, the student will learn:

  • The core technologies of Apache HBase
  • How HBase and HDFS work together
  • How to work with the HBase shell and the Java API
  • The HBase storage and cluster architecture
  • The fundamentals of HBase administration
  • Advanced features of the HBase API
  • The importance of schema design in Hbase
  • How to use Hive and Impala with HBase

Topics

Introduction

Introduction to Hadoop and Hbase

  • Introducing Hadoop
  • Core Hadoop Components
  • What is HBase?
  • Strengths of Hbase
  • HBase in Production
  • Weaknesses of Hbase

HBase Tables

  • HBase Concepts
  • HBase Table Fundamentals
  • Thinking About Table Design

HBase Shell

  • Creating Tables with the HBase Shell
  • Working with Tables
  • Working with Table Data

HBase Architecture Fundamentals

  • HBase Regions
  • HBase Cluster Architecture
  • HBase and HDFS Data Locality

HBase Schema Design

  • General Design Considerations
  • Application-Centric Design
  • Designing HBase Row Keys
  • Other HBase Table Features

Basic Data Access with the HBase API

  • Options to Access HBase Data
  • Creating and Deleting HBase Tables
  • Retrieving Data with Get
  • Retrieving Data with Scan
  • Inserting and Updating Data
  • Deleting Data

More Advanced HBase API Features

  • Filtering Scans
  • Client-Side Write Buffer
  • Best Practices
  • HBase Coprocessors

HBase Write Path

  • HBase Write Path
  • Compaction
  • Splits

HBase Read Path

  • How HBase Reads Data
  • Block Caches for Reading

HBase Performance Tuning

  • Column Family Considerations
  • Schema Design Considerations
  • Configuring for Caching
  • Memory Considerations
  • Dealing with Time Series and Sequential Data
  • Pre-Splitting Regions

HBase Administration and Cluster Management

  • HBase Daemons
  • ZooKeeper Considerations
  • HBase High Availability
  • Using the HBase Balancer
  • Fixing HBase Tables with hbck
  • HBase Security

HBase Replication and Backup

  • HBase Replication
  • HBase Backup
  • MapReduce and HBase Clusters

Using Hive and Impala with Hbase

  • How to use Hive and Impala to Access HBase

Conclusion

Accessing Data with Python and Thrift

  • Thrift Usage
  • Working with Tables
  • Getting and Putting Data
  • Scanning Data
  • Deleting Data
  • Counters
  • Filters

OpenTSDB

HBase-spark API

  • Introduction
  • Architecture and Integration Patterns
  • Typing and API Usage
  • Future Work

Open calls

23 Nov 2020 - 25 Nov 2020   |  

21 h.    1395 €

Cloudera Training for Apache HBase

21 h | 1395 € | Madrid o Live Virtual Class | Spanish
Monday - Tuesday - Wednesday (09:00h - 17:00h)
Calendario de sesiones

23 Nov 2020 - 25 Nov 2020   |  

21 h.    1395 €

Cloudera Training for Apache HBase

21 h | 1395 € | Barcelona o Live Virtual Class | Spanish
Monday - Tuesday - Wednesday (09:00h - 17:00h)
Calendario de sesiones