You can do Hadoop MapReduce queries on the current database dump, but you will need an extension to the InputRecordFormat tohave each be a single mapper input. A working set of java methods (jobControl, mapper, reducer, and XmlInputRecordFormat) is available at Hadoop on the Wikipedia