We see the analyzer break down almost guaranteed when programs get to a certain size or complexity. It starts complaining with messages along the lines of "cannot find column x#255 in list of columns that includes x#255". The workaround is to go to rdd and back. Is there a way to achieve the same (force the analyzer to break it up in chunks that are done independently) without the roundtrip to rdd and back? Like a checkpoint for the analyzer so to speak.
