Oryx

The Oryx open source project provides infrastructure for lambda-architecture applications on top of Spark, Spark Streaming and Kafka. On this, it provides further support for real-time, large scale machine learning, and end-to-end applications of this support for common machine learning use cases, like recommendations, clustering, classification and regression.

License	The Apache Software License, Version 2.0
Categories	Oryx Business Logic Libraries Machine Learning
GroupId	com.cloudera.oryx
ArtifactId	oryx
Last Version	2.8.0
Release Date	Nov 25, 2018
Type	pom
Description	Oryx The Oryx open source project provides infrastructure for lambda-architecture applications on top of Spark, Spark Streaming and Kafka. On this, it provides further support for real-time, large scale machine learning, and end-to-end applications of this support for common machine learning use cases, like recommendations, clustering, classification and regression.
Project URL	http://oryx.io/
Source Code Management	https://github.com/OryxProject/oryx

Download oryx

Filename	Size
oryx-2.8.0.pom	44 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/com.cloudera.oryx/oryx/ -->
<dependency>
    <groupId>com.cloudera.oryx</groupId>
    <artifactId>oryx</artifactId>
    <version>2.8.0</version>
    <type>pom</type>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/com.cloudera.oryx/oryx/
implementation 'com.cloudera.oryx:oryx:2.8.0'

Gradle Kotlin

// https://jarcasting.com/artifacts/com.cloudera.oryx/oryx/
implementation ("com.cloudera.oryx:oryx:2.8.0")

Apache Buildr

'com.cloudera.oryx:oryx:pom:2.8.0'

Apache Ivy

<dependency org="com.cloudera.oryx" name="oryx" rev="2.8.0">
  <artifact name="oryx" type="pom" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='com.cloudera.oryx', module='oryx', version='2.8.0')
)

Scala SBT

libraryDependencies += "com.cloudera.oryx" % "oryx" % "2.8.0"

Leiningen

[com.cloudera.oryx/oryx "2.8.0"]

Dependencies

There are no dependencies for this project. It is a standalone project that does not depend on any other jars.

Project Modules

• framework/oryx-api
• framework/oryx-common
• framework/kafka-util
• framework/oryx-lambda
• framework/oryx-lambda-serving
• framework/oryx-ml
• app/oryx-app-api
• app/oryx-app-common
• app/oryx-app-mllib
• app/oryx-app
• app/oryx-app-serving
• app/example
• deploy/oryx-batch
• deploy/oryx-speed
• deploy/oryx-serving

Oryx 2 is a realization of the lambda architecture built on Apache Spark and Apache Kafka, but with specialization for real-time large scale machine learning. It is a framework for building applications, but also includes packaged, end-to-end applications for collaborative filtering, classification, regression and clustering.

Proceed to the Oryx 2 site for full documentation.

Just looking to deploy a ready-made, end-to-end application for collaborative filtering, clustering or classification? Easy. Proceed directly to:

• Prepare your Hadoop cluster with Cluster Setup
• Get a Release
• Prepare a config file from the Configuration Reference
• Run the binaries with Running Oryx
• Learn about the REST API endpoints you can call in the API Endpoint Reference

Developers can consume Oryx 2 as a framework for building custom applications as well. Following the architecture overview below, proceed to Making an Oryx App to learn how to create a new application. You can review a module diagram as well to understand the project structure.

---

Oryx Project

Realization of the lambda architecture on Spark and Kafka with specialization for real-time large scale machine learning

Versions

Version
2.8.0 Nov 25, 2018
2.7.2 Oct 6, 2018
2.7.1 Aug 9, 2018
2.7.0 Aug 3, 2018
2.6.0 Oct 27, 2017
2.5.0 Sep 6, 2017
2.4.1 Jun 1, 2017
2.4.0 Apr 24, 2017
2.3.0 Mar 12, 2017