Amazon Kinesis Data Analytics now supports Java-based stream processing applications, in addition to the previously supported SQL. Amazon Kinesis Data Analytics is the easiest way to analyze streaming data, gain actionable insights, and respond to your business and customer needs in real time. Now, you can use your own Java code in Amazon Kinesis Data Analytics to continuously transform and load your data lake, generate metrics to feed real-time gaming leaderboards, apply machine-learning models to data streams from connected devices, and more.