Yurita provides a framework on top of Spark Streaming for detecting anomalies on streaming datasets. This framework abstracts logical complexities and standardizes common components, allowing developers to create a robust production ready application while focusing only on analytical logic. The Anomaly detection API was designed to be simple and flexible in order to support a wide variety of scenarios across domains.