Spark Streaming part 3: tools and tests for Spark applications

Whenever services are unavailable, businesses experience large financial losses. Spark Streaming applications can break, like any other software application. A streaming application operates on data from the real world, hence the uncertainty is intrinsic to the application's input. Testing is essential to discover as many software defects and as much flawed logic as possible before [...]