Transformers for spark

Java Library for exporting spark models in Java ecosystem

License	The Apache Software License, Version 2.0
Categories	ORM Data
GroupId	com.flipkart.fdp.ml
ArtifactId	spark-transformers
Last Version	0.4.0
Release Date	Dec 15, 2017
Type	pom
Description	Transformers for spark Java Library for exporting spark models in Java ecosystem
Project URL	https://github.com/flipkart-incubator/spark-transformers
Source Code Management	https://github.com/flipkart-incubator/spark-transformers

Download spark-transformers

Filename	Size
spark-transformers-0.4.0.pom	6 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/com.flipkart.fdp.ml/spark-transformers/ -->
<dependency>
    <groupId>com.flipkart.fdp.ml</groupId>
    <artifactId>spark-transformers</artifactId>
    <version>0.4.0</version>
    <type>pom</type>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/com.flipkart.fdp.ml/spark-transformers/
implementation 'com.flipkart.fdp.ml:spark-transformers:0.4.0'

Gradle Kotlin

// https://jarcasting.com/artifacts/com.flipkart.fdp.ml/spark-transformers/
implementation ("com.flipkart.fdp.ml:spark-transformers:0.4.0")

Apache Buildr

'com.flipkart.fdp.ml:spark-transformers:pom:0.4.0'

Apache Ivy

<dependency org="com.flipkart.fdp.ml" name="spark-transformers" rev="0.4.0">
  <artifact name="spark-transformers" type="pom" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='com.flipkart.fdp.ml', module='spark-transformers', version='0.4.0')
)

Scala SBT

libraryDependencies += "com.flipkart.fdp.ml" % "spark-transformers" % "0.4.0"

Leiningen

[com.flipkart.fdp.ml/spark-transformers "0.4.0"]

Dependencies

compile (1)

Group / Artifact	Type	Version
org.slf4j : slf4j-api	jar	1.7.10

provided (3)

Group / Artifact	Type	Version
ch.qos.logback : logback-classic	jar	1.0.13
ch.qos.logback : logback-core	jar	1.0.13
org.projectlombok : lombok	jar	1.16.6

test (1)

Group / Artifact	Type	Version
junit : junit	jar	4.12

Project Modules

• models-info
• custom-transformer
• adapters-2.0
• adapters-1.6
• custom-transformer-2.0

Spark-Transformers: Library for exporting spark models in Java ecosystem.

Full Documentation

See the Wiki for full documentation, examples, operational details and other information.

Communication

• Google Group: ml-platform
• GitHub Issues

What does it do?

• Provide a way to export Spark models/transformations into a custom format which can be imported back into a java object.
• Provide a way to do model predictions in java ecosystem.

Tech Talk on spark transformers

Presentation link

Bugs and Feedback

For bugs, questions and discussions please use the Github Issues.

LICENSE

Spark-Transformers is licensed under : The Apache Software License, Version 2.0. Here is a copy of the license (http://www.apache.org/licenses/LICENSE-2.0.txt)

Flipkart Incubator

Versions

Version
0.4.0 Dec 15, 2017
0.3.1 Nov 21, 2016
0.3.0 Nov 11, 2016
0.2.10 Nov 11, 2016
0.2.9 Oct 12, 2016
0.2.8 Oct 12, 2016
0.2.7 Oct 12, 2016
0.2.6 Sep 25, 2016
0.2.5 Sep 16, 2016
0.2.4 Sep 16, 2016
0.2.3 Sep 8, 2016
0.2.2 Aug 26, 2016
0.2.1 Aug 24, 2016
0.2.0 Aug 23, 2016
0.1.5 Aug 10, 2016
0.1.4 Aug 10, 2016
0.1.3 Aug 5, 2016
0.1.2 Jul 28, 2016
0.1.1-java1.7 Jul 25, 2016
0.1.1 May 24, 2016
0.1 Apr 21, 2016