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MADlib is an open source library for scalable in-database analytics. It provides data-parallel implementations of mathematical, statistical, graph and machine learning methods for structured and unstructured data.
MADlib is a Top Level Project in the Apache Software Foundation.
MADlib home page http://madlib.apache.org/
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MADlib Version | Greenplum | Pivotal HDB/ Apache HAWQ (incubating) | PostgreSQL | Upgrade Path from Previous MADlib Versions* |
|---|---|---|---|---|
| 1.15.1 | 5.x 4.3.x | n/a | 10.4 9.6 | 1.15 1.14 1.13 |
| 1.15 | 5.x 4.3.x | n/a | 10.4 9.6 | 1.14 1.13 1.12 |
| 1.14 | 5.x | n/a | 10.2 | 1.13 1.12 1.11 |
| 1.13 | 5.x | n/a | 9.6 | 1.12 1.11 1.10 |
| 1.12 | 5.x 4.3.x | 2.x | 9.6 9.5 | 1.11 1.10 1.9.1 |
| 1.11 | 5.x 4.3.x | 2.x | 9.6 9.5 | 1.10 1.9.1 1.9 |
| 1.10 | 4.3.x 4.2.x | 2.x 1.3.x | 9.6 9.5 | 1.9.1 1.9 1.8 |
| 1.9.1 | 4.3.x 4.2.x | 2.x 1.3.x | 9.6 9.5 | 1.9 and all earlier versions |
* If you are on an old older version of MADlib priori to 1.9 you may need to do multiple hops to update to the latest version.
OS support generally follows that of the underlying databases:
GPDB 4.3.x
RHEL 5.5-5.7, 6.1, 6.2, 6.4, 6.5
CentOS 5.5-5.7, 6.1, 6.2
Oracle Unbreakable Linux 5.5
- GPDB 5+ does not support RHEL5 or CentOS5.
RHEL 6.1, 6.2, 6.4, 6.5, 7.x
CentOS 6.1, 6.2, 7.x
- Ubuntu 16.04
HDB/HAWQ
RHEL 6.1, 6.2, 6.4, 6.5
CentOS 6.1, 6.2
PostgreSQL
RHEL 5.x, 6.x, 7.x
CentOS 5.x, 6.x, 7.x
Mac OSX 10.6+
Note on OS support:
Ubuntu is not on the list of supported OS but it is planned for the 1.15.1 release.
Q1-3 What are the main advantages of MADlib?
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