sparkLearn Spark version 3.5 with Scala code examples for beginners. Explore Spark features, architecture, installation, data sources, streaming, graph, and more.Spark’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.