Code Monkey home page Code Monkey logo

spark-redis-blockstore's Introduction

spark-redis-blockstore

Apache spack off heap cache block manager over redis

Configuration

See the following SparkConf settings for getting OFF_HEAP caching to work with redis:

conf = new SparkConf().
  set("spark.externalBlockStore.blockManager", "org.apache.spark.storage.RedisBlockManager").
  set("spark.redisBlockStore.url", "redis://localhost:6379").
  set("spark.redisBlockStore.keyPrefix", "spark")

Details

This OFF_HEAP block manager enables caching RDD's in an external redis server. Data is cached in simple redis string values. Once set up you can persist your RDD's in redis like this:

myRdd.persist(StorageLevel.OFF_HEAP)

Tested against Spark v1.4.1 (make sure apache/spark#6702 is applied)

spark-redis-blockstore's People

Contributors

yoav-steinberg avatar

Stargazers

zhangyu avatar Fairiz 'Fi' Azizi avatar

Watchers

Dvir Volk avatar James Cloos avatar  avatar Yiftach avatar Matan Kehat avatar Sun He avatar Dror avatar Itamar Haber avatar Oran Agra 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.