sparkSet up and manage your Spark account and internet, mobile and land services. Learn what to do if there's an outage. Get help with Xtra Mail, Spotify, Netflix from 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.