java - Development with Apache Spark -



java - Development with Apache Spark -

i new spark , wanted inquire mutual guidelines developing , testing code apache spark framework

what mutual setup test code locally? there built vm raise (ready box etc.)? have setup locally spark? there test library test code?

when going in cluster mode notice there ways setup cluster; production wise, mutual way setup cluster run spark? 3 options here

standalone cluster setup with yarn with mesos

thank you

1) mutual setup: download spark version on local machine. unzip , follow these steps set locally.

2) launching cluster production: spark cluster mode overview available here explains key concepts when running spark cluster. spark can run both in standalone way , on several existing cluster managers. currently, several deployments options available:

amazon ec2

standalone mode

apache mesos

hadoop yarn

ec2 scripts allow launch cluster in 5 minutes. in fact, if using ec2, best way go using script provided spark. standalone mode best deployment of spark on private cluster.

normally, utilize yarn cluster manager when have existing hadoop setup yarn, , same goes mesos. instead, if creating new cluster dust, recommend using standalone mode, considering not using amazon's ec2 instances. this link shows steps help arranging standalone spark cluster.

java apache-spark

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