Use build-time define to set the path to the source files directory. Which then can be used to format path to the test data. This allows running tests from out-of-source-tree -builds that e.g. QtCreator does.
Using common build artifacts (object files, moc files) avoids recompiling whole lib and other shared files separately for each test.
Kimmo Varis