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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Apache Spark 2 Workshop - The Agenda - 2 days in Ljubljana</title>
<meta name="description" content="Apache Spark 2 Workshop - The Agenda - 2 days in Ljubljana">
<meta name="author" content="Jacek Laskowski">
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<body>
<div class="reveal">
<div class="slides">
<section class="intro" data-transition="zoom">
<p>
<img width="25%" style="background:none; border:none; box-shadow:none;" data-src="images/spark-logo.png">
<img width="15%" src="images/jacek_laskowski_20141201_512px.png" style="border: 0">
</p>
<h1>Apache Spark 2 Workshop <small>2 Days / Ljubljana</small></h1>
<h4><a href="https://twitter.com/jaceklaskowski">@jaceklaskowski</a> / <a href="http://stackoverflow.com/users/1305344/jacek-laskowski">StackOverflow</a> / <a href="https://github.com/jaceklaskowski">GitHub</a> / <a href="http://bit.ly/mastering-apache-spark">Mastering Apache Spark 2</a></h4>
</section>
<section>
<section id="about-the-host">
<p>
<img width="15%" src="images/jacek_laskowski_20141201_512px.png" style="border: 0">
</p>
<ul>
<li><b>Jacek Laskowski</b> is an independent consultant</li>
<li>Among contributors to <a href="http://spark.apache.org/releases/spark-release-2-0-0.html#credits">Apache Spark 2</a> (since <a href="http://spark.apache.org/releases/spark-release-1-6-0.html#credits">1.6.0</a>)</li>
<li>Contact me at <b>jacek@japila.pl</b> or follow on twitter <a href="https://twitter.com/jaceklaskowski">@JacekLaskowski</a> (and learn more Spark!)</li>
<li>Delivering Development Services | Consulting | Training</li>
<li>Leader of <a href="http://warsawscala.pl">Warsaw Scala Enthusiasts</a> and <a href="http://www.meetup.com/Warsaw-Spark/">Warsaw Apache Spark</a></li>
<li><a href="https://java.net/website/java-champions/bios.html#Laskowski">Java Champion</a></li>
</ul>
</section>
<section id="about-github">
<p>
<a href="https://github.com/jaceklaskowski">https://github.com/jaceklaskowski</a>
</p>
<p>
<img width="80%" src="images/jaceklaskowski-github-stats.png" style="border: 0">
</p>
</section>
<section id="about-notes">
<p>
<a href="http://bit.ly/mastering-apache-spark">http://bit.ly/mastering-apache-spark</a>
</p>
<p>
<img width="90%" src="images/jaceklaskowski-gitbook-stats.png" style="border: 0">
</p>
</section>
<section id="spark-credits-16">
<p>
<a href="http://spark.apache.org/releases/spark-release-1-6-0.html#credits">Among contributors to Apache Spark 1.6</a>
</p>
<p>
<img width="60%" src="images/jaceklaskowski-credits-spark-16.png" style="border: 0">
</p>
</section>
<section id="spark-credits-20">
<p>
<a href="http://spark.apache.org/releases/spark-release-2-0-0.html#credits">Among contributors to Apache Spark 2</a>
</p>
<p>
<img width="60%" src="images/jaceklaskowski-credits-spark-20.png" style="border: 0">
</p>
</section>
<section id="about-stackoverflow">
<p>
<a href="http://stackoverflow.com/users/1305344/jacek-laskowski">http://stackoverflow.com/users/1305344/jacek-laskowski</a>
</p>
<p>
<img width="80%" src="images/jaceklaskowski-stackoverflow-stats.png" style="border: 0">
</p>
</section>
<section id="about-twitter">
<p>
<a href="https://twitter.com/jaceklaskowski">https://twitter.com/jaceklaskowski</a>
</p>
<p>
<img width="90%" src="images/jaceklaskowski-twitter-stats.png" style="border: 0">
</p>
</section>
</section>
<section>
<h2>Agenda - Day 1</h2>
<ol>
<li>
WARM-UP: Developing Command-Line Spark Application
<ul>
<li>Using IntelliJ IDEA, Scala, sbt and spark-submit</li>
</ul>
</li>
<li>
SparkSession, Dataset and Encoders
</li>
<li>
Aggregations, Join and Window Operators
</li>
<li>
Catalyst Query Optimizer
</li>
</ol>
</section>
<section>
<h2>Agenda - Day 2</h2>
<ol>
<li>
Spark MLlib's <a href="spark-mllib-ml-pipelines.html">ML Pipelines</a>
</li>
<li>
<a href="spark-structured-streaming.html">Structured Streaming</a> (and Apache Kafka)
</li>
<li>
<a href="spark-core-monitoring-sparklisteners.html">Monitoring Using SparkListeners</a>
</li>
<li>
<a href="04_SparkStreaming-Stateful-Operators.html">Spark Streaming's Stateful Operators</a> (e.g. mapWithState)
</li>
<li>
Kafka Integration using Direct API
</li>
<li>
<a href="09_SparkSQL-Spark-Thrift-Server.html">Spark Thrift Server</a> - Spark's JDBC & ODBC Interface
</li>
</ol>
</section>
<section id="prerequisities">
<h2>Prerequisities</h2>
<ol>
<li>Some programming experience using modern programming language (preferably on JVM)
<ul>
<li>Java, Python, Scala, C#</li>
</ul>
</li>
<li>Installed
<ul>
<li>
<a href="http://www.oracle.com/technetwork/java/javase/downloads/index.html">Java SE 8</a>
</li>
<li>
<a href="https://www.jetbrains.com/idea/download/">IntelliJ IDEA</a>
</li>
</ul>
</li>
<li>Downloaded
<ul>
<li><a href="https://spark.apache.org/downloads.html">Apache Spark</a></li>
<li><a href="http://www.scala-sbt.org/download.html">sbt</a></li>
<li><a href="https://www.postgresql.org/download/">PostgreSQL</a></li>
<li><a href="http://kafka.apache.org/downloads">Apache Kafka</a></li>
</ul>
</li>
<li>Willingness to ask <b>PLENTY</b> of questions</li>
</ol>
</section>
<section id="questions" style="text-align: left">
<h1>Questions?</h1>
<p>
<ul>
<li>Read <a href="https://bit.ly/mastering-apache-spark">Mastering Apache Spark 2</a>
<ul>
<li>https://bit.ly/mastering-apache-spark</li>
</ul>
</li>
<li>Follow <a href="https://twitter.com/jaceklaskowski">@jaceklaskowski</a> on twitter</li>
<li>Upvote <a href="http://stackoverflow.com/users/1305344/jacek-laskowski">my activities on StackOverflow</a></li>
<li>Use <a href="https://github.com/jaceklaskowski">Jacek's code at GitHub</a></li>
<li>Read <a href="https://medium.com/@jaceklaskowski">Jacek Laskowski @ Medium</a></li>
<li>Visit <a href="https://blog.jaceklaskowski.pl">Jacek Laskowski's blog</a></li>
</ul>
</p>
</section>
</div>
</div>
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