Features

Sparkling Water provides transparent integration for the H2O engine and its machine learning algorithms into Spark platforms, which enables the following:

• Use of H2O algorithms in the Spark workflow

• Transformation between H2O and Spark data structures

• Use of Spark RDDs and DataFrames as input for H2O algorithms

• Use of H2O frames as input for MLlib algorithms

• Transparent execution of Sparkling Water applications on top of Spark