XD-1418 - Create subproject spring-xd-analytics-ml.

Added basic support for advanced analytics by providing the necessary infrastructure to be able to define analytic stream processors by introducing a new module "spring-xd-analytics-ml".

Had to change write to writeStringToFile to make it compile.