Git Product home page Git Product logo

repartitioner's Introduction

Join CDAP community Build Status License cm-available CDAP Spark Compute

Repartitioner

Repartitioner partitions a RDD and define how it gets spread out over a cluster.

Plugin Configuration

Configuration Required Default Description
Partitions N 1 Specifies the number of partitions or level of parallelism to be set for the RDD emitted out of this plugin.
Shuffle Data N False Specifies whether the data need to be shuffled during repartitioning of RDD.

Usage Notes

By default the behavior of repartitioning is similar to coalesce in which case, you decrease number of partition of RDD without shuffling data over the network. You can use this plugin to reduce or increase partitions of an RDD. If you are decreasing partition it's a good practise not to shuffle the data -- in doing so, it will keep the data on the number of nodes and pull in the remaining data from other nodes.

If you are using this plugin to increase the partitions it's a good practise to shuffle the data, there is a cost associated with shuffling, but evening out data over the partitions helps improve the performance.

Clone this repo

Clone the this repo to your local environment

  git clone https://github.com/hydrator/repartitioner.git repartitioner

Build

Clone this repo

Clone the this repo to your local environment

  git clone https://github.com/hydrator/repartitioner.git repartitioner

Build

To build your plugins:

mvn clean package -DskipTests

The build will create a .jar and .json file under the target directory. These files can be used to deploy your plugins.

Deployment

You can deploy your plugins using the CDAP CLI:

> load artifact <target/repartitioner-<version>.jar> config-file <target/repartitioner-<version>.json>

For example, if your artifact is named 'repartitioner-:

> load artifact target/repartitioner-<version>.jar config-file target/repartitioner-<version>.json

Mailing Lists

CDAP User Group and Development Discussions:

The cdap-user mailing list is primarily for users using the product to develop applications or building plugins for appplications. You can expect questions from users, release announcements, and any other discussions that we think will be helpful to the users.

License and Trademarks

Copyright © 2016-2017 Cask Data, Inc.

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Cask is a trademark of Cask Data, Inc. All rights reserved.

Apache, Apache HBase, and HBase are trademarks of The Apache Software Foundation. Used with permission. No endorsement by The Apache Software Foundation is implied by the use of these marks.

.. |(Hydrator)| image:: http://cask.co/wp-content/uploads/hydrator_logo_cdap1.png

repartitioner's People

Contributors

cdap-apps avatar nitinmotgi avatar bdmogal avatar sheivin avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.