Sometimes, Pymatgen failed to read cif files directly downloaded from ICSD-Desktop paygoonline. The format of these cif files is slightly different from the standard one.
Pymatgen also failed to deal with cif files written by Abinit (prtcif=1). This cif file might not have the exact standard ICSD format.