I had also considered use max block size. But it is not efficient here.
Hope petsc support nonuniform block size one day.
 
I think you may choose the maximum block size as a BAIJ dimension. However 
ITSOL has variable BLOCK ILU routine which may help you BUT it is not 
paralleled.
http://www-users.cs.umn.edu/~saad/software/ITSOL/index.html
B.B.
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