Important as a means of generating NADPH for biosynthetic reactions. D-glyceraldehyde 3-phosphate + H2O + NADP(+) = (2R)-3-phosphoglycerate + 2 H(+) + NADPH A number of isoforms are produced. According to EST sequences. Belongs to the aldehyde dehydrogenase family.