Apache Spark Fundamentals : Advanced Spark Programming | packtpub.com

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In this section, we further deep dive into spark programming and learn the loading and storing of data from different data sources, such as various file types, filessystems, and databases. There is a huge list of operations that can be used to do a transformation or action on the RDD, which is also covered in this section. Next, we will cover other important advanced concepts, such as accumulators, broadcast variables, and passing data to external programs from Spark. Finally, we will develop a small Spark application and execute it on Hadoop-based clusters.
• Loading and Saving Data in Spark
• Managing Key-Value Pairs
• Accumulators
• Writing a Spark Application

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