Understanding the internal forces at work during the execution of a Spark application can help consistently deliver data in a timely fashion. To take full advantage of the processing power that Apache Spark provides (especially on clusters with Apache Yarn), requires some tuning of application submission parameters.
This guide will help you optimize performance for any Spark application.
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