The OSHDB API provides a library that can be used to write custom analysis queries of OSM history data. It is based on the MapReduce programming model, which is also offered by the Stream class in Java.
The first steps tutorial explains the main components of the OSHDB API and how they can be used to perform a simple analysis query. On the following sub-pages, the different parts of the API are described in more detail.