Spark Dataframes vs SparkSQL

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What should you use, Apache Spark Dataframes vs Spark SQL?
  1. TheAverageEngineer
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My first job we wrote our rickety ETL's with pandas. God forbid if we were ever to get more business, all the pipelines I wrote would have failed due to out of memory issues. I've been avoiding spark as much as I can but I gotta admit the spark ecosystem is very rich.

andynelson