The streaming component of Spark allows users to interact with streaming data such as web-related content and others. It also includes enterprise characteristics such as high availability. Spark can read data from various middleware and data streaming services such as Apache Kafka, Apache Flume, and Cloud based solutions from vendors such as Amazon Web Services.