apache-sparktpc

How to generate tables in parallel with tpc-ds benchmark?


How do I run tpc-ds data generation (dsdgen) and then run queries on these data (dsqgen) in a parallel distributed mode. I am using Spark on yarn configuration (spark.master yarn) and storing data on a burst buffer storage system.


Solution

  • Please check my current exploration @ https://github.com/dhiraa/spark-tpcds. t There is application under t which can be used to generate data in parallel.

    Or you could check out my reference @ https://github.com/maropu/spark-tpcds-datagen

    In both the cases don't forget to use the option "--partition-tables" to make use of the parallel generation.