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D s platform
 includes the Photon environment, an embedded running environment that is suitable for sampling and smaller-scale jobs. For large-scale jobs, the platform can integrate with a variety of leading-edge running environments. 


NOTE: Free versions of the product integrate with Photon and one pre-selected running environment.

When it is time to execute a job, the platform distributes the workload to the nodes of the cluster's running s running environment, where the transformations are executed on the segment of source data stored on the node. These transformations occur on in-memory versions of the source data, with the results returned to the 

D s platform
 for final assembly and export.