Flink Streaming Applications
DataStream API is used as the core API to develop Flink streaming applications using Java or Scala programming languages.
The core building blocks of a streaming application are datastream and transformation. In a Flink program, the incoming data streams from a source are transformed by a defined operation which results in one or more output streams to the sink as shown in the following illustration.
The structure of this dataflow is implemented in a pipeline that gives a Flink application its core logic. On a dataflow one or more operations can be defined which can be processed in parallel and independently to each other. With windowing functions, different computations can be applied to different streams in the defined time window to further maintain the processing of events. The following image illustrates the parallel structure of dataflows.