Giter Club home page Giter Club logo

spark-drools-example's Introduction

#Spark Drools Example#

(Work In Progress)

This project shows a simple example of how to integrate drools into an Apache Spark job. The steps are pretty simple:

  1. Load a knowledge base using any sources supported by drools
  2. Broadcast the knowledge base to all workers
  3. Use the broadcasted rules within the process

Broadcasting the rules ensures that they are only loaded and compiled once, sent to workers in their compiled form, and then reused throughout the job.

##Prerequisites##

##Setup## The included Vagrantfile(www.vagrantup.com) will spin up a VM with spark and a Java 1.8 build environment.

In the project's top-level directory, run the following commands:

vagrant up
vagrant ssh

If you are unable to ssh on your machine, make sure the ssh server is started.

Once ssh'ed into vagrant you can run this example by doing the following:

cd /vagrant
mvn package
/opt/spark-1.4.1-bin-hadoop2.6/bin/spark-submit --class "com.awesome.App" --master local[4] target/SparkDroolsExample-1.0-SNAPSHOT.jar

spark-drools-example's People

Contributors

cpitman avatar justincohler avatar mautematico avatar

Watchers

James Cloos avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.