Apps: Spark MLlib

Speed and batch components of machine learning applications built on Spark MLlib

License	The Apache Software License, Version 2.0
Categories	Oryx Business Logic Libraries Machine Learning
GroupId	com.cloudera.oryx
ArtifactId	oryx-app-mllib
Last Version	2.8.0
Release Date	Nov 25, 2018
Type	jar
Description	Apps: Spark MLlib Speed and batch components of machine learning applications built on Spark MLlib

Download oryx-app-mllib

Filename	Size
oryx-app-mllib-2.8.0.pom
oryx-app-mllib-2.8.0.jar	62 KB
oryx-app-mllib-2.8.0-tests.jar	46 KB
oryx-app-mllib-2.8.0-sources.jar	34 KB
oryx-app-mllib-2.8.0-javadoc.jar	57 KB

How to add to project

Apache Maven

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

Gradle Groovy

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

Gradle Kotlin

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

Apache Buildr

'com.cloudera.oryx:oryx-app-mllib:jar:2.8.0'

Apache Ivy

<dependency org="com.cloudera.oryx" name="oryx-app-mllib" rev="2.8.0">
  <artifact name="oryx-app-mllib" type="jar" />
</dependency>

Groovy Grape

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

Scala SBT

libraryDependencies += "com.cloudera.oryx" % "oryx-app-mllib" % "2.8.0"

Leiningen

[com.cloudera.oryx/oryx-app-mllib "2.8.0"]

Dependencies

compile (3)

Group / Artifact	Type	Version
com.cloudera.oryx : oryx-api	jar	2.8.0
com.cloudera.oryx : oryx-ml	jar	2.8.0
com.cloudera.oryx : oryx-app-common	jar	2.8.0

provided (1)

Group / Artifact	Type	Version
org.apache.spark : spark-mllib_2.11	jar	2.4.0

test (6)

Group / Artifact	Type	Version
junit : junit	jar	4.12
org.apache.spark : spark-streaming_2.11	jar	2.4.0
com.cloudera.oryx : oryx-common	jar	2.8.0
com.cloudera.oryx : oryx-lambda	jar	2.8.0
com.cloudera.oryx : oryx-app-common	jar	2.8.0
com.cloudera.oryx : kafka-util	jar	2.8.0

Project Modules

There are no modules declared in this project.

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.

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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