sparkSpark Spark SQLSpark StreamingGraphX MLlib Spark Summit 2013Spark’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.