TeraSort benchmark for Spark

This is a Spark application for generating TeraSort data and running TeraSort benchmarks. It is variant of TeraSort program listed on http://sortbenchmark.org/.

This is fork and rework of ehiggs/spark-terasort,

Building

build/mvn clean package -DskipTests -Pscala-2.12 -Dspark.version=3.3.2

Running

Generate data

$SPARK_HOME/bin/spark-submit \
  --class io.github.pan3793.spark.terasort.TeraGen \
  spark-terasort_2.12-2.0.0.jar \
  <size> <generate_data_path>

$SPARK_HOME/bin/spark-submit \
  --class io.github.pan3793.spark.terasort.TeraGen \
  --packages io.github.pan3793:spark-terasort_2.12:2.0.0 \
  spark-internal \
  <size> <generate_data_path>

Sort the data

$SPARK_HOME/bin/spark-submit \
  --class io.github.pan3793.spark.terasort.TeraSort \
  spark-terasort_2.12-2.0.0.jar \
  <input_data_path> <output_data_path>

$SPARK_HOME/bin/spark-submit \
  --class io.github.pan3793.spark.terasort.TeraSort \
  --packages io.github.pan3793:spark-terasort_2.12:2.0.0 \
  spark-internal \
  <input_data_path> <output_data_path>

Validate the data

$SPARK_HOME/bin/spark-submit \
  --class io.github.pan3793.spark.terasort.TeraValidate \
  spark-terasort_2.12-2.0.0.jar \
  <output_data_path>

$SPARK_HOME/bin/spark-submit \
  --class io.github.pan3793.spark.terasort.TeraValidate \
  --packages io.github.pan3793:spark-terasort_2.12:2.0.0 \
  spark-internal \
  <output_data_path>

Contributing

PRs are very welcome!

pan3793 / spark-terasort 2.0.0