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What is hbase?

apache/hbase — explained in plain English

Analysis updated 2026-06-26

5,531JavaAudience · dataComplexity · 5/5LicenseSetup · hard

In one sentence

Apache HBase is a distributed database built to store and access billions of rows of data spread across many servers at once, offering fast random reads and writes on top of Apache Hadoop infrastructure.

Mindmap

mindmap
  root((hbase))
    What it does
      Distributed database
      Billions of rows
      Column oriented
    Tech Stack
      Java
      Apache Hadoop
      ZooKeeper
    Features
      Data versioning
      Random access
      Scalable storage
    Audience
      Data engineers
      Large scale ops
      Hadoop users
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What do people build with it?

USE CASE 1

Store and query billions of rows of user activity logs or event data that outgrow a traditional relational database.

USE CASE 2

Keep multiple historical versions of each data record and query past states without building custom versioning logic.

USE CASE 3

Add fast random read and write access to data already stored in a Hadoop cluster.

What is it built with?

JavaApache HadoopHDFSZooKeeper

How does it compare?

apache/hbasenhaarman/listviewanimationsknightliao/disconf
Stars5,5315,5285,525
LanguageJavaJavaJava
Setup difficultyhardeasyhard
Complexity5/52/54/5
Audiencedatadeveloperdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · hard Time to first run · 1day+

Requires a working Apache Hadoop and ZooKeeper cluster, not suited for single-machine casual use.

Free to use in any project including commercial ones, Apache 2.0 is a permissive open-source license.

So what is it?

Apache HBase is a database designed to store and retrieve very large amounts of data spread across many computers at once. Unlike a typical relational database that organizes data in rows and columns the way a spreadsheet does, HBase uses a column-oriented structure that is optimized for quickly reading or writing specific pieces of data even when the total dataset is enormous, think billions of rows. HBase was modeled after a system called Bigtable, which Google described in a research paper in 2006. Where Bigtable was built on top of Google's internal file system, HBase runs on top of Apache Hadoop, an open-source framework for distributed storage. If you already use Hadoop to store and process large datasets, HBase can sit on top of that infrastructure and give you fast, random read and write access to that data. One distinctive feature of HBase is that it keeps multiple versions of each piece of data. Every time a cell is updated, the previous value is retained alongside the new one, so you can read historical states of your data without needing to design that versioning yourself. HBase is used in production at large organizations where the scale of data exceeds what a single relational database can hold. Common use cases include storing event logs, user activity records, time-series data, and other datasets that grow very quickly. The project is part of the Apache Software Foundation and is released under the Apache 2.0 license. Getting started documentation and downloads are available on the project website.

Copy-paste prompts

Prompt 1
How do I set up Apache HBase on top of an existing Hadoop cluster and create my first table?
Prompt 2
Write a Java example that connects to HBase and inserts a row of data into a table using the HBase client API.
Prompt 3
When should I use HBase instead of a relational database like PostgreSQL and what are the main tradeoffs?
Prompt 4
How do I design an HBase table schema for storing time-series sensor data with efficient range queries?

Frequently asked questions

What is hbase?

Apache HBase is a distributed database built to store and access billions of rows of data spread across many servers at once, offering fast random reads and writes on top of Apache Hadoop infrastructure.

What language is hbase written in?

Mainly Java. The stack also includes Java, Apache Hadoop, HDFS.

What license does hbase use?

Free to use in any project including commercial ones, Apache 2.0 is a permissive open-source license.

How hard is hbase to set up?

Setup difficulty is rated hard, with roughly 1day+ to a first successful run.

Who is hbase for?

Mainly data.

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