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lighthouse's Introduction

Lighthouse

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Lighthouse is a library for data lakes built on top of Apache Spark. It provides high-level APIs in Scala to streamline data pipelines and apply best practices.

Principles

  • Configuration as code
  • Idempotent execution
  • Utilities for easier building and testing Apache Spark based applications

Start using Lighthouse

In your build.sbt, add this:

libraryDependencies += "be.dataminded" %% "lighthouse" % <version>
libraryDependencies += "be.dataminded" %% "lighthouse-testing" % <version> % Test

If you are using Maven, add this to your pom.xml:

<dependency>
    <groupId>be.dataminded</groupId>
    <artifactId>lighthouse_2.11</artifactId>
    <version>[version]</version>
</dependency>
<dependency>
    <groupId>be.dataminded</groupId>
    <artifactId>lighthouse-testing_2.11</artifactId>
    <version>[version]</version>
    <scope>test</scope>
</dependency>

Online Documentation

This README file only contains basic instructions. Here is a more complete tutorial: https://datamindedbe.github.io/lighthouse/tutorial/

lighthouse's People

Contributors

alexandervanloock avatar enverosmanov avatar gergelysotidm avatar hehe23 avatar kristofmartens avatar michieldhadamus avatar mrgambal avatar oliverw1 avatar pascal-knapen avatar peeterskris avatar stijndehaes avatar surtamikalai avatar timvw avatar

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lighthouse's Issues

Links vs Sinks

In our Python port of lighthouse, we were discussing the design choices of links vs sinks. More specifically why a link supports writes vs the need for sinks.

Would it make sense to keep links readonly and sinks write only?

Thanks for any clarification!
-wim

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