Apache CarbonData

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  1. 22514b2 [CARBONDATA-1197] Update related docs which still use incubating such as presto integration This closes #1066 by chenliang613 · 33 hours ago master
  2. 9f855f0 delete incubating in docs by chenerlu · 6 days ago
  3. 8803da2 Correct some invalid steps in hive-guide.md This closes #1090 by chenliang613 · 34 hours ago
  4. 22b3477 Update hive-guide.md by Liang Chen · 34 hours ago
  5. 4a6f57e [CARBONDATA-1223] Fixing empty file creation in batch sort loading This closes #1087 by ravipesala · 2 days ago

Apache CarbonData is an indexed columnar data format for fast analytics on big data platform, e.g.Apache Hadoop, Apache Spark, etc.

You can find the latest CarbonData document and learn more at: http://carbondata.apache.org

CarbonData cwiki

Status

Spark2.1: Build Status Spark1.6: Build Status

Features

CarbonData file format is a columnar store in HDFS, it has many features that a modern columnar format has, such as splittable, compression schema ,complex data type etc, and CarbonData has following unique features:

  • Stores data along with index: it can significantly accelerate query performance and reduces the I/O scans and CPU resources, where there are filters in the query. CarbonData index consists of multiple level of indices, a processing framework can leverage this index to reduce the task it needs to schedule and process, and it can also do skip scan in more finer grain unit (called blocklet) in task side scanning instead of scanning the whole file.
  • Operable encoded data :Through supporting efficient compression and global encoding schemes, can query on compressed/encoded data, the data can be converted just before returning the results to the users, which is “late materialized”.
  • Supports for various use cases with one single Data format : like interactive OLAP-style query, Sequential Access (big scan), Random Access (narrow scan).

Building CarbonData

CarbonData is built using Apache Maven, to build CarbonData

Online Documentation

Other Technical Material

Apache CarbonData meetup material

Fork and Contribute

This is an active open source project for everyone, and we are always open to people who want to use this system or contribute to it. This guide document introduce how to contribute to CarbonData.

Contact us

To get involved in CarbonData:

About

Apache CarbonData is an open source project of The Apache Software Foundation (ASF).