sparkSpark’s primary abstraction is a distributed collection of items called a Dataset. Datasets can be created from Hadoop InputFormats (such as HDFS files) or by transforming other Datasets.The Science Behind Spark. Spark Alners are made with TruGEN™, the latest innovation in clear alner material. Spark’s nearly invisible alners are clearer, more comfortable, and stain less than the leading alner brand.*