ti-spark-data-generation

Generation of a few sample data sets. For instance, feature set derived from CDR

License	Apache-2.0
Categories	Data
GroupId	org.bom4v.ti
ArtifactId	ti-spark-data-generation_2.11
Last Version	0.0.1-spark2.3
Release Date	Feb 28, 2019
Type	jar
Description	ti-spark-data-generation Generation of a few sample data sets. For instance, feature set derived from CDR
Project URL	https://github.com/bom4v/ti-spark-data-generation
Project Organization	Business Object Models for Verticals (BOM4V)
Source Code Management	https://github.com/bom4v/ti-spark-data-generation

Download ti-spark-data-generation_2.11

Filename	Size
ti-spark-data-generation_2.11-0.0.1-spark2.3.pom
ti-spark-data-generation_2.11-0.0.1-spark2.3.jar	17 KB
ti-spark-data-generation_2.11-0.0.1-spark2.3-sources.jar	3 KB
ti-spark-data-generation_2.11-0.0.1-spark2.3-javadoc.jar	350 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/org.bom4v.ti/ti-spark-data-generation_2.11/ -->
<dependency>
    <groupId>org.bom4v.ti</groupId>
    <artifactId>ti-spark-data-generation_2.11</artifactId>
    <version>0.0.1-spark2.3</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/org.bom4v.ti/ti-spark-data-generation_2.11/
implementation 'org.bom4v.ti:ti-spark-data-generation_2.11:0.0.1-spark2.3'

Gradle Kotlin

// https://jarcasting.com/artifacts/org.bom4v.ti/ti-spark-data-generation_2.11/
implementation ("org.bom4v.ti:ti-spark-data-generation_2.11:0.0.1-spark2.3")

Apache Buildr

'org.bom4v.ti:ti-spark-data-generation_2.11:jar:0.0.1-spark2.3'

Apache Ivy

<dependency org="org.bom4v.ti" name="ti-spark-data-generation_2.11" rev="0.0.1-spark2.3">
  <artifact name="ti-spark-data-generation_2.11" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='org.bom4v.ti', module='ti-spark-data-generation_2.11', version='0.0.1-spark2.3')
)

Scala SBT

libraryDependencies += "org.bom4v.ti" % "ti-spark-data-generation_2.11" % "0.0.1-spark2.3"

Leiningen

[org.bom4v.ti/ti-spark-data-generation_2.11 "0.0.1-spark2.3"]

Dependencies

compile (10)

Group / Artifact	Type	Version
org.scala-lang : scala-library	jar	2.11.8
com.github.nscala-time : nscala-time_2.11	jar	2.22.0
org.bom4v.ti : ti-models-customers_2.11	jar	0.0.1
org.bom4v.ti : ti-models-calls_2.11	jar	0.0.1
org.bom4v.ti : ti-serializers-customers_2.11	jar	0.0.1-spark2.3
org.bom4v.ti : ti-serializers-calls_2.11	jar	0.0.1-spark2.3
org.apache.spark : spark-core_2.11	jar	2.3.2
org.apache.spark : spark-sql_2.11	jar	2.3.2
org.apache.spark : spark-mllib_2.11	jar	2.3.2
org.apache.spark : spark-hive_2.11	jar	2.3.2

test (1)

Group / Artifact	Type	Version
org.specs2 : specs2-core_2.11	jar	4.4.1

Project Modules

There are no modules declared in this project.

Generation of Data Sets

References

• This GitHub repository is a component of the BOM4V project, aiming at demonstrating end-to-end Spark-based examples of Machine Learning (ML) pipelines, for instance churn detection in telecoms and transport industries.
• Central Maven repository with BOM4V Jar artefacts
• Docker cloud with ready-to-use images

Telecoms

• Generation of CDR: https://github.com/RealImpactAnalytics/cdr-generator/tree/master/src/main/scala/Model

Installation

Short version

Just add the dependency on ti-spark-data-generation in the SBT project configuration (typically, build.sbt in the project root directory):

libraryDependencies += "org.bom4v.ti" %% "ti-spark-data-generation" % "0.0.1-spark2.3"

Business Object Models (BOM) for Verticals

Business-focused object models for specific industries (eg, travel, telecoms). See http://github.com/bom4v/metamodels for more detail

Versions

Version
0.0.1-spark2.3 Feb 28, 2019