I've not tried to read in ChEMBL but I have tried to process other large 
datasets e.g. ZINC. My impression was that problems arose with small 
heterocyclic systems, particularly if fused or containing multiple different 
heteroatoms. I did wonder if the different aromaticity models might be the 
issue.

Chris
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