Spark Structured Streaming is a new computation model introduced in Spark 2.0 for building end-to-end streaming applications termed as continuous applications.

Structured streaming offers a high-level declarative streaming API built on top of Datasets (inside Spark SQL’s engine) for continuous incremental execution of structured queries.