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Spark Framework

The Spark runtime extends the base framework with the following set of components:

Transforms

  • AbstractSparkTransform - this is the base class for all spark-based transforms over spark DataFrames.
  • SparkTransformConfiguration - this is simple extension of the base TransformConfiguration class to hold the transformation class (an extension of AbstractSpartTransform).

Runtime

  • SparkTransformLauncher - this is a class generally used to implement main() that makes use of a SparkTransformConfiguration to start the Spark runtime and execute the transform over the specified set of input files.
  • SparkTransformRuntimeConfiguration - this class is a simple extension of the transform's base TransformConfiguration class.