After adopting Apache Hadoop framework as its data platform, Uber created Marmaray, it’s open source framework for reliability ingesting and diapering data throughout its platform. “Marmaray ensures that all ingested raw data conforms to an appropriate source schema, maintaining a high level of quality so that analytical results are reliable.