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Learning Apache Spark by Example

Currated list of links to help learn and improve Apache Spark skills

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Learning Apache Spark by Example | sparkexamples.com Reviews

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Currated list of links to help learn and improve Apache Spark skills

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1

Learning Apache Spark by Example - Demystifying the Monad in Scala

http://sparkexamples.com/post/146308627014/demystifying-the-monad-in-scala

Learning Apache Spark by Example. Version 1.21. Theme Designed and Developed by Amit Jakhu. Demystifying the Monad in Scala. Not a Spark related article but I had to post this article on monads in Scala. June 22, 2016.

2

Learning Apache Spark by Example - streaming

http://sparkexamples.com/tagged/streaming

Learning Apache Spark by Example. Version 1.21. Theme Designed and Developed by Amit Jakhu. Learning Apache Spark by Example. Spark Streaming Example - How to Stream from Slack. March 22, 2016.

3

Learning Apache Spark by Example - dataframe

http://sparkexamples.com/tagged/dataframe

Learning Apache Spark by Example. Version 1.21. Theme Designed and Developed by Amit Jakhu. Learning Apache Spark by Example. Apache Spark, Cassandra and Game of Thrones. May 27, 2016.

4

Learning Apache Spark by Example - apachespark

http://sparkexamples.com/tagged/apachespark

Learning Apache Spark by Example. Version 1.21. Theme Designed and Developed by Amit Jakhu. Learning Apache Spark by Example. Apache Spark, Cassandra and Game of Thrones. May 27, 2016. Free Apache Spark Training - Supergloo. March 07, 2016. January 04, 2016. Amazon.com: Learning Spark Summary: Lightning-Fast Big Data Analytics - Developer Deconstructed eBook. A guide to O’Reilly Media’s Learning Spark book for reference companion or summary. December 19, 2015. December 10, 2015. December 12, 2014.

5

Learning Apache Spark by Example - Apache Spark Resource Management and YARN App...

http://sparkexamples.com/post/145875876959/apache-spark-resource-management-and-yarn-app

Learning Apache Spark by Example. Version 1.21. Theme Designed and Developed by Amit Jakhu. Apache Spark Resource Management and YARN App Models - Cloudera Engineering Blog. June 13, 2016.

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A River of Bytes: August 2016

http://www.river-of-bytes.com/2016_08_01_archive.html

A River of Bytes. Sunday, August 28, 2016. Taking a Detour with Apache Spark. Almost two years ago, while preparing for a talk I was giving at the now defunct Seattle Eastside Scala Meetup, I started a public GitHub project. But lately I've had to ask myself some hard questions about the project. As I hope to post separately about soon, the evolution of Spark SQL's object model (remember SchemaRDD? Time to explore the Java APIs. Has it at 76% Scala, 58% Java 8 and 34% Java 7 or lower. Clearly, there ...

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A River of Bytes: January 2015

http://www.river-of-bytes.com/2015_01_01_archive.html

A River of Bytes. Sunday, January 25, 2015. NSMC: A Native MongoDB Connector for Apache Spark. Both core Spark and Spark SQL provide ways to neatly plug in external database engines as a source of data. In this post I'm going to describe an experimental MongoDB. MongoDB makes an interesting case study as an external Spark data source for a number of reasons:. The data model, based on collections of JSON-like documents, is both deeply ad-hoc (. NSMC is hosted on GitHub. In Spark SQL Integration for MongoDB.

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A River of Bytes: Efficient Spark SQL Queries to MongoDB

http://www.river-of-bytes.com/2015/05/efficient-spark-sql-queries-to-mongodb.html

A River of Bytes. Saturday, May 16, 2015. Efficient Spark SQL Queries to MongoDB. In previous posts I've discussed a native Apache Spark connector for MongoDB. NSMC) and NSMC's integration with Spark SQL. As discussed in earlier posts, the major challenges in implementing a Spark SQL external data source for MongoDB are:. Efficient schema inference for the entire collection. The NSMC project is hosted on GitHub. And the class nsmc.sql.MongoRelationProvider. To which each document in the collection confor...

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A River of Bytes: NSMC: A Native MongoDB Connector for Apache Spark

http://www.river-of-bytes.com/2015/01/nsmc-native-mongodb-connector-for.html

A River of Bytes. Sunday, January 25, 2015. NSMC: A Native MongoDB Connector for Apache Spark. Both core Spark and Spark SQL provide ways to neatly plug in external database engines as a source of data. In this post I'm going to describe an experimental MongoDB. MongoDB makes an interesting case study as an external Spark data source for a number of reasons:. The data model, based on collections of JSON-like documents, is both deeply ad-hoc (. NSMC is hosted on GitHub. In Spark SQL Integration for MongoDB.

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A River of Bytes: December 2014

http://www.river-of-bytes.com/2014_12_01_archive.html

A River of Bytes. Sunday, December 28, 2014. Filtering and Projection in Spark SQL External Data Sources. In the previous post. As with other posts in this series, I'm assuming familiarity with Scala, and the code for the examples can be found at https:/ github.com/spirom/LearningSpark. In this case sql/RelationProviderFilterPushdown.scala. As we discussed last time, the external data source API is located in the org.apache.spark.sql. Which also supports filter pushdown. External Data Source Adapter:.

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A River of Bytes: Developing Utility Bolts for Apache Storm

http://www.river-of-bytes.com/2016/10/developing-utility-bolts-for-apache.html

A River of Bytes. Sunday, October 23, 2016. Developing Utility Bolts for Apache Storm. Storm provides various pre-defined components, most of them spouts, providing standard data sources for streaming data from database systems, file systems, queueing systems and network listeners such as a web server, and so on. Similarly it provides pre-defined bolts, some serving as data sinks along the same lines, as well as interfaces to the usual logging frameworks. Project on GitHub, which includes a small number ...

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A River of Bytes: Taking a Detour with Apache Spark

http://www.river-of-bytes.com/2016/08/taking-detour-with-apache-spark.html

A River of Bytes. Sunday, August 28, 2016. Taking a Detour with Apache Spark. Almost two years ago, while preparing for a talk I was giving at the now defunct Seattle Eastside Scala Meetup, I started a public GitHub project. But lately I've had to ask myself some hard questions about the project. As I hope to post separately about soon, the evolution of Spark SQL's object model (remember SchemaRDD? Time to explore the Java APIs. Has it at 76% Scala, 58% Java 8 and 34% Java 7 or lower. Clearly, there ...

river-of-bytes.com river-of-bytes.com

A River of Bytes: Filtering and Projection in Spark SQL External Data Sources

http://www.river-of-bytes.com/2014/12/filtering-and-projection-in-spark-sql.html

A River of Bytes. Sunday, December 28, 2014. Filtering and Projection in Spark SQL External Data Sources. In the previous post. As with other posts in this series, I'm assuming familiarity with Scala, and the code for the examples can be found at https:/ github.com/spirom/LearningSpark. In this case sql/RelationProviderFilterPushdown.scala. As we discussed last time, the external data source API is located in the org.apache.spark.sql. Which also supports filter pushdown. External Data Source Adapter:.

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A River of Bytes: Learning to use Apache Spark and Kafka Together

http://www.river-of-bytes.com/2016/10/learning-to-use-apache-spark-and-kafka.html

A River of Bytes. Thursday, October 20, 2016. Learning to use Apache Spark and Kafka Together. I recently wrote about the unexpected popularity of the LearningSpark. But it does have certain gotchas, which I'll discuss. The main impact of this lag in API support is in the area of the kafka-unit. Encapsulate uses of the kafka-unit. Project to embed a Kafka instance, working around the fact that, as disucssed above, we have to use a rather old version of that project. The most basic streaming example: star...

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Learning Apache Spark by Example

Learning Apache Spark by Example. Version 1.21. Theme Designed and Developed by Amit Jakhu. Learning Apache Spark by Example. Demystifying the Monad in Scala. Not a Spark related article but I had to post this article on monads in Scala. June 22, 2016. Top 5 Mistakes to Avoid When Writing Apache Spark Applications. June 19, 2016. Apache Spark Resource Management and YARN App Models - Cloudera Engineering Blog. June 13, 2016. Spark Tutorials - Resources for Learning Apache Spark. June 07, 2016.

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