As per section 9(2) of the CGST act , petrol and diesel are at present out of GST , ( Non GST supply ) , They are not issuing TAX Invoice , issue only Bill of Supply , Just confirm.
E-Invoice is to be generated wherever tax invoice was required to be generated under GST. Since non GST supplies do not require tax invoice e-invoicing is also not required