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