A compressor casing, a compressor provided with the same, and a method of assembling the compressor are provided. The compressor casing includes a substantially tubular casing, a plurality of sealing surfaces provided on an inner circumferential surface of the compressor casing along an axial direction thereof, a sealing means provided for each of the plurality sealing surfaces, a substantially cylindrical bundle for accommodating a blade inside and for being assembled to the compressor casing so as to have contact with the plurality of sealing surfaces, and a roller provided on an outer circumferential surface of the substantially cylindrical bundle, for rolling on the inner circumferential surface of the compressor casing when the substantially cylindrical bundle is assembled to or removed from the compressor casing. The sealing surfaces are connected with one another with tapered surfaces.