The invention discloses a method for producing glass from purified granite scrap. The method comprises the following steps: weighing the following raw materials in parts by weight: 20-45 parts of high-whiteness potash feldspar and soda feldspar powder, 10-35 parts of spodumene, 20-45 parts of leucite, 15-45 parts of kieselguhr, 10-40 parts of magnesite, 5-25 parts of plant ash, 3-20 parts of graphene, 1-12 parts of potassium acetate, 5-25 parts of zinc oxide, 1-20 parts of calcium sulfide and 1-20 parts of mirabilite; uniformly mixing the high-whiteness potash feldspar and soda feldspar powder, the spodumene, the kieselguhr and the leucite, performing microwave roasting, adding water to prepare a suspension, performing high-speed grinding, and performing spray drying to obtain powder particles; uniformly mixing the powder particles with the magnesite, the plant ash and the graphene, and heating until all the materials are molten; and adding the remaining raw materials, stirring, blanking, performing water quenching, drying, smelting, and molding through a mold to obtain the glass. The glass produced by the invention has excellent chemical corrosion resistance, is especially tolerant to strongly-acidic and strongly-basic environments, has long service life and high refractivity, can meet the corrosion resistance requirements of different reflecting films, and has a wide application range.