For example, you design a

mapping

task in your development environment and run initial tuning. When you migrate the

mapping

task to your production environment, you expect production loads to vary day-by-day. Continuous tuning analyzes the varying parameters to adjust the Spark properties.

During continuous tuning, CLAIRE analyzes all runs of the

mapping

task. The adjusted Spark properties override the Spark property values that are set in the

mapping

task. You can view the values of the adjusted Spark properties in the Spark driver and agent job logs.