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.

Лицензия	Лицензия The Apache Software License, Version 2.0
Категории	Категории Oryx Прикладные библиотеки Machine Learning
Группа	Группа com.cloudera.oryx
Идентификатор	Идентификатор oryx
Последняя версия	Последняя версия 2.8.0
Дата	Дата 25 нояб. 2018 г.
Тип	Тип pom
Описание	Описание 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.
Ссылка на сайт	Ссылка на сайт http://oryx.io/
Система контроля версий	Система контроля версий https://github.com/OryxProject/oryx

Скачать oryx

Имя Файла	Размер
oryx-2.8.0.pom	44 KB
Обзор

Как подключить последнюю версию

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"]

Зависимости

Библиотека не имеет зависимостей. Это самодостаточное приложение, которое не зависит ни от каких других библиотек.

Модули Проекта

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

Версии библиотеки

Версия
2.8.0 25 нояб. 2018 г.
2.7.2 6 окт. 2018 г.
2.7.1 9 авг. 2018 г.
2.7.0 3 авг. 2018 г.
2.6.0 27 окт. 2017 г.
2.5.0 6 сент. 2017 г.
2.4.1 1 июн. 2017 г.
2.4.0 24 апр. 2017 г.
2.3.0 12 мар. 2017 г.

Oryx

Лицензия

Категории

Группа

Идентификатор

Последняя версия

Дата

Тип

Описание

Ссылка на сайт

Система контроля версий