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Simple benchmarks for comparing Spark SQL vs Spark Core performance

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This sbt project enables benchmarking of Spark APIs on simple tasks locally.

Prerequisites:

  • JDK 1.8+
  • Scala 2.11.12
  • SBT 1.2.7
  • Spark 2.4.6

Building the project

In pre project folder:

sbt assembly

Running with Spark locally

spark-submit --master "local[1]" --class example.CountWithDatasets target/scala-2.11/medium-spark-datasets-assembly-0.1.0-SNAPSHOT.jar

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Simple benchmarks for comparing Spark SQL vs Spark Core performance

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