Brazil's Petrobras is re-evaluating a preliminary deal with China National Petroleum Corporation (CNPC) to build an oil refinery in the state of Rio de Janeiro, Brazilian economic newspaper Valor Economico reported on Thursday, citing a source from Petrobras’ management.