Band structure engineering and transport properties of graphene/BN van der Waals heterostructures

•The system exhibits half-metallic and semiconductor phases, under different local voltages.•A fully spin polarized transport device is constructed.•High spin polarization is realized without external field action.•The magnetic tunneling junction with high tunnel magnetoresistance is constructed by adding local gate voltage.